100+ Tech Blogs, 10+ Research Journals, Summarized on a Single Feed

Note: Blog summaries are generated by AI and may sometimes contain errors, irrelevant words or incomplete sentences

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4 ways to automate Firebase with Zapier

Zapier | By Michael Toth

July 23, 2024

Web
Database
Backend
  • Firebase is a platform developed by Google that helps users build and manage mobile and web applications.
  • It offers various tools and services for streamlined development, app functionality, and user experience.
  • To enhance its capabilities, you can connect Firebase with other apps and services through automation using Zapier.
  • With just a few automated workflows, called Zaps, you can streamline processes, improve data accuracy, and boost efficiency with Firebase.
  • For example, you can integrate Firebase with spreadsheets to track and analyze data easily, send notifications for changes in the database, update Firebase from form submissions, or connect it with mailing lists or CRM software to keep contact information up-to-date.
  • By automating these tasks, you can save time, reduce manual effort, and improve the accuracy and reliability of your data.
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6 ways to automate project management

Zapier | By Elena Alston

July 18, 2024

AI
Backend
  • Project management involves turning ideas into reality, but it can be overwhelming without automation.
  • Zapier helps streamline projects from start to finish by connecting project management tools to a tech stack and creating automated workflows called Zaps.
  • These Zaps can turn form submissions into tasks, create to-dos from calendars, automatically create tasks on a schedule, keep track of tasks from spreadsheets and databases, streamline team communication and collaboration, and enhance sales and marketing efforts.
  • By automating repetitive tasks, project managers can free up time to focus on high-impact projects and reduce stress.
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Global Economics Intelligence executive summary, June 2024

Mckinsey

July 25, 2024

Performance
  • Global economic conditions have shown mixed signals, with some positive trends and others indicating uncertainty.
  • Central banks, such as the European Central Bank (ECB) and Brazil's Banco Central do Brasil, have lowered interest rates to bring relief to companies and households, but caution remains amid global uncertainty.
  • Consumer confidence has retreated somewhat in May, led by consumers in the eurozone and US, however retail sales have risen due to receding inflation.
  • Inflation expectations remain stable at around 2-2.5%, with consumer prices under control in developed economies.
  • The growth cycle across most countries has bottomed out, with accelerated growth expected in the majority of surveyed nations.
  • Emerging markets, such as China and India, are showing strong momentum, while Brazil's economy faces challenges due to a flood disaster that is pushing up food prices.
  • Overall, the world trade volume expanded by 1.5% in April, with increases in all trade flows across emerging and advanced economies.
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How Airbnb Smoothly Upgrades React

Airbnb | By Andre Wiggins

July 23, 2024

Web
Backend
Data Science
  • Airbnb was upgrading from React 16 to React 18, but they didn't want to do it all at once and risk breaking their website.
  • So, they came up with a system called "React Upgrade System" that allowed them to test the upgrade in small pieces, kind of like a big puzzle.
  • They created two versions of the code, one for each version of React, and then they used a special tool called "environment targeting" to serve the right version of the code to users based on whether they were using React 16 or 18.
  • This way, they could test the upgrade in small pieces, fix any issues that came up, and then roll it out to more users gradually.
  • They also created a system for tracking progress and making sure everything worked as expected.
  • With this system, they were able to smoothly upgrade from React 16 to React 18 without any major issues, and they're now using the same system to test upgrades to newer versions of React.
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Canonical to present keynote session at Kubecon China 2024

Canonical | By Canonical (Canonical)

July 26, 2024

AI
DevOps
  • We'll be discussing how to achieve operational excellence in AI projects by exploring tools and infrastructure stacks.
  • We'll look at open-source tools like Kubeflow and MLFlow, examine their usability and integrability, and provide a holistic analysis of AI infrastructure operations from the lowest to highest levels of the stack.
  • The goal is to define operational excellence in machine learning, discuss its benefits and challenges, and outline pathways to achieving it suitable for enterprises of all sizes, which is crucial for long-term success, resilience, and compliance with legal and security standards.
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Future-Proof Your Data Stack: Top Data Engineering Trends of 2024 | Airbyte

Airbyte

July 25, 2024

AI
DevOps
Data Engg
Coding
  • The data world is constantly changing, with trends emerging every month, and it's essential to separate short-lived fads from long-lasting trends.
  • Data practitioners need tools that adapt to these trends to solve complex problems with innovative solutions.
  • One trend, AI, started as a buzzword but has transformed into a concept changing the data industry.
  • To succeed in the data space, companies must choose tools that can grow and scale to their changing needs.
  • The top data engineering trends include AI integration, enhancing security and governance, streamlining collaboration with data contracts, and using new wave orchestration tools like Dagster, Prefect, and Kestra.
  • Building a future-proof data stack requires considering these trends, and Airbyte is an example of a modern tool that adapts to them.
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Introducing Quality Gate in Test Observability!

Browserstack | By Vignesh Piramanayagam

July 25, 2024

  • They will keep improving the "Quality Gate" feature to help with testing and quality control, and are inviting users to try it out now and share their thoughts on how it can be improved.
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Federated Learning With Differential Privacy for End-to-End Speech Recognition

Apple ML Research

July 24, 2024

  • This paper aims to improve automatic speech recognition (ASR) using a technique called federated learning (FL), which allows multiple devices to train a machine learning model together without sharing their data.
  • However, FL has limitations and doesn't guarantee user privacy, so the researchers also applied another technique called differential privacy (DP) to ensure that individual device's contributions are protected.
  • They tested different types of models and found that they could train effective ASR models even with heterogeneous data or a seed model from another domain.
  • Additionally, they successfully applied DP to FL for ASR, achieving a good balance between model performance and user-level privacy protection.
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The “Non-Existent Author” Alert: How to Safeguard Against the Dangers of Abandoned npm Packages

Socket.dev | By Sarah Gooding

July 18, 2024

  • When you use the npm registry, it's common to come across abandoned packages, which are packages created by others that have been left unmaintained.
  • The Non-Existent Author alert in Socket can help identify these packages by detecting if the account that published them has been deleted, making them vulnerable to being hijacked or republished by malicious actors.
  • If you receive this alert, you should evaluate whether the package is critical to your project, check for recent activity on the repository, and consider replacing it with a maintained one.
  • Alternatively, you can fork the package yourself, pin its version temporarily, or seek out dependencies that are actively maintained by people and organizations that are easy to reach in case of an issue.
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Booking Deduplication: How Agoda Manages Duplicate Bookings Across Multiple Data Centers (Part 2)

Agoda | By Agoda Engineering

July 17, 2024

Database
Backend
  • Agoda's booking system had a problem with duplicate bookings caused by system incidents and delays in booking confirmations.
  • To fix this, they developed a feature called booking deduplication to prevent such duplicates.
  • However, as Agoda grew, new challenges emerged that the legacy deduplication system couldn't handle, such as serving multiple data centers and ensuring scalability when adding new products.
  • They solved these issues by implementing centralized data storage, connecting booking services to both local and central databases, and designing a unique table schema for all products.
  • Additionally, they used SQL database features like unique key constraints and isolation levels to improve the deduplication process and serve time-sensitive use cases with sub-second latency.
  • These solutions have been successfully applied to other deduplication features at Agoda and have shown remarkable results in reducing duplicate bookings.
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Is ChatGPT Plus worth it?

Zapier | By Jessica Lau

July 23, 2024

Web
AI
  • ChatGPT Plus is worth it for several reasons.
  • With a subscription, you get general access to the chatbot even during peak times and increased message limits, allowing for more flexibility when fine-tuning prompts.
  • You can also build your own custom ChatGPT (called GPTs) with prebuilt ones or create your own tailored to personal or company goals.
  • Additionally, you can try Zapier Chatbots to create free custom AI chatbots that engage customers and take action with built-in automation.
  • Furthermore, DALL·E 3 image generator is available to ChatGPT Plus users at no additional cost, allowing for the creation of images like a Pekingese dog dressed like a magician.
  • Enhanced data analysis is also available through GPT-4o mini for ChatGPT Plus, Team, and Enterprise users, with features like interacting with tables and charts and customizing and downloading charts for presentations.
  • OpenAI consistently updates the chatbot with new features, and an Enterprise account offers unlimited conversations using GPT-4, performs up to two times faster for GPT-4, and processes up to quadruple the inputs, files, or follow-ups.
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Hot Deal, Cool Prices: GeForce NOW Summer Sale Offers Priority and Ultimate Memberships Half Off

Nvidia | By GeForce NOW Community

July 18, 2024

Hardware
  • The NVIDIA GeForce NOW Summer Sale is on now, offering high-performance cloud gaming at half off for a limited time.
  • New members can join with one-month and six-month Priority or Ultimate memberships discounted by 50% until August 18th, giving access to an ever-growing library of over 1,900 games with top-notch performance.
  • Priority members enjoy faster access to gaming servers and longer gaming sessions, while Ultimate members get exclusive access to servers and can stream at up to 4K resolution and 120 frames per second without upgraded hardware.
  • Nine new games are joining the cloud this week, including Path of the Goddess, Dungeons of Hinterberg, and Flintlock: The Siege of Dawn, which can be played on PC, Xbox, or other devices with RTX ON for a more immersive experience.
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Airbyte Notifications and Webhooks: Effortless ETL Jobs Monitoring | Airbyte

Airbyte

July 24, 2024

Web
Backend
Data Engg
  • Airbyte wants to make it easier for you to manage your data pipelines by sending notifications when something requires attention.
  • These notifications can be set up in the settings UI and sent through email or Slack.
  • They will alert you of significant events such as job failures, schema changes, connector updates, or successful sync completions.
  • You can also use webhooks to automatically trigger actions when these events occur.
  • Webhooks allow Airbyte to push information to your server, making it easier to integrate with other tools and automate further reactions to ETL events.
  • This way, you can be confident that your data pipelines are running properly and spend less time configuring and maintaining them.
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Insights to Impact: A weekly briefing on creating sustainable and inclusive growth

Mckinsey

July 25, 2024

AI
Security
Backend
Robotics
  • Here is the summary: As we enter 2024, several trends and insights are shaping the business landscape.
  • Generative AI has the potential to revolutionize industries, but it's crucial not to overlook other digital ideas that can make a significant impact.
  • Regulatory bodies are preparing to govern AI usage, and organizations should self-regulate to avoid potential risks.
  • CEO succession is a critical topic, with preparation essential for a smooth transition.
  • The mobility sector is shifting towards more sustainable solutions, while the consumer wellness market is evolving with new trends.
  • Furthermore, companies can benefit from unsung digital ideas such as innovators dominating headlines and well-implemented digital solutions compounding competitive advantages.
  • Overall, businesses must navigate these trends to stay ahead in an increasingly complex and rapidly changing world.
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Microsoft at ICML 2024: Innovations in machine learning

Microsoft Research | By Brenda Potts

July 22, 2024

AI
Robotics
  • In today's data-driven world, machine learning is transforming vast amounts of information into actionable intelligence with unprecedented speed and accuracy.
  • At the International Conference on Machine Learning (ICML) 2024, researchers showcased the latest breakthroughs and innovations in this field, including Microsoft's contributions.
  • These advancements aim to refine decision-making processes, improve automation, and model complex behaviors.
  • For example, a new text-to-speech system called NaturalSpeech 3 uses novel factorized diffusion models for zero-shot speech generation, surpassing state-of-the-art TTS systems in quality, similarity, prosody, and intelligibility.
  • Other research focuses on using machine learning to help accelerate social science research, understand society, and improve behavior cloning performance in robotic manipulation demonstrations.
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Craft Meets Code: Upgrading the JioCinema Carousel

Jio Cinema | By Ananth Pai

July 24, 2024

Web
  • The company redesigned their carousel and saw improvements in both user experience and business outcomes.
  • They tracked metrics such as Viewer Conversion (how many people watch something after opening the app), which increased by 13%, and New User Viewer Conversion (new users watching something), which rose by 25%.
  • This led to better marketing efficiency, allowing them to either acquire more new customers at the same spend or reduce spending to reach the same number of customers.
  • The redesign project was a collaborative effort between multiple teams, and the company is proud of the result, with plans to continue creating amazing customer experiences and welcoming passionate professionals to their team.
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27 low-cost business ideas: How to start a business with no money

Zapier | By Nicole Replogle

July 21, 2024

  • You don't need to be a social media superstar with millions of followers to become an influencer on TikTok or turn your phone addiction into something beneficial.
  • Moderate to large followings can still land you brand partnerships and other opportunities.
  • Meanwhile, if you're running a small business, you can save time and money by automating tasks like managing customer information and building workflows using tools like Zapier, which offers over 7,000 integrations and features like landing pages and tables to help streamline your operations.
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Learn System Design Principles and Prepare for an Job Interview

freeCodeCamp | By Beau Carnes

July 25, 2024

DevOps
Backend
  • Mastering system design is crucial for creating efficient and reliable applications.
  • A new course on freeCodeCamp.org's YouTube channel covers essential topics such as scalability, reliability, data handling, and high-level architecture.
  • The course breaks down into sections covering computer architecture, production app architecture, design requirements, networking, application layer protocols, API design, caching, CDNs, proxy servers, load balancers, and databases, providing clear explanations and real-world examples to help learners understand each concept.
  • By the end of the course, viewers will have a comprehensive understanding of system design principles and be able to apply them in building scalable and maintainable systems.
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🔥 New PII Redaction and Entity Detection Features

Assembly AI | By Smitha Kolan

July 25, 2024

Web
  • Our latest update adds new features to our product, including support for redacting personally identifiable information (PII) across 47 languages and 16 new entity types in our Entity Detection model.
  • This means you can now automatically remove personal data such as addresses and phone numbers from transcripts, identify and categorize critical information with high accuracy, and use our API to perform these tasks in various programming languages like Python and JavaScript.
  • We've also provided tutorials and examples on how to use our new features, and we invite you to join our community on Discord to get started.
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SkillsEngine: Accelerating product & design with Replit Teams

Replit

July 16, 2024

AI
  • The SkillsEngine Product and Design team used Replit Teams to transform their work from using no-code tools to writing, sharing, and shipping code.
  • This change helped them overcome engineering bottlenecks, create more accurate prototypes, ship projects faster, and save money and resources.
  • Max Miner, the team's Executive Director of Product and Design, credits Replit with allowing him to produce more creative code in the past 12 months than he had in the previous 10 years.
  • The SkillsEngine team uses their data services to help employers and educators understand workforce skills and plan curricula that meet current job market needs.
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Snowflake Teams Up with Meta to Host and Optimize New Flagship Model Family in Snowflake Cortex AI

Snowflake

July 23, 2024

Performance
AI
Backend
Hardware
Algorithms
  • Snowflake, an AI Data Cloud company, partnered with Meta to host and optimize Llama 3.1, a large language model (LLM) collection.
  • This collaboration allows enterprises to access and build powerful AI applications easily.
  • Snowflake's industry-leading AI Research Team optimized Llama 3.1 for inference and fine-tuning, enabling real-time performance on just one GPU node and supporting massive context windows up to 128k.
  • The team also developed a system optimization stack that addresses challenges in handling large models, such as memory requirements and low-latency inference.
  • This partnership further demonstrates Snowflake's commitment to trustworthy AI by making its Cortex Guard service generally available to safeguard against harmful content for any LLM application or asset built in Cortex AI.
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Behind the Stream: JioCinema’s Workflow for Major Events

Jio Cinema | By Ashutosh Singh

July 26, 2024

DevOps
  • When hosting big events like the FIFA World Cup or TATA IPL 2024 on JioCinema, we have to carefully prepare and execute every step to ensure a smooth experience for millions of users.
  • Before the event, our team checks that everything is ready, during the event, they actively monitor for any issues, and after the event, they analyze what went wrong and fix it so it doesn't happen again.
  • It's a tough but rewarding process that requires technical skill, empathy, and quick thinking to handle problems as they arise, and we're always looking for smart people to join our team to help make these events even better.
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rem vs em - Everything you need to know

Refine.dev

July 19, 2024

Web
  • When building websites with CSS, it's essential to know the difference between two units of measurement: em and rem.
  • While both are relative, em sizes depend on the parent element, while rem sizes are based on the root document element.
  • This means that em values can be affected by font sizes in parent elements, whereas rem values remain consistent across the entire document.
  • To use them effectively, it's recommended to apply rem units for global values like font-sizes and margins that need to scale uniformly, and em units for specific element styles that require flexibility with child elements.
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LAVE: Zero-shot VQA Evaluation on Docmatix with LLMs - Do We Still Need Fine-Tuning?

HuggingFace

July 25, 2024

  • Researchers are exploring whether traditional evaluation metrics for Visual Question Answering (VQA) systems are too strict and need to be updated.
  • They used a synthetic dataset called Docmatix, which is 100 times larger than previous datasets, to test this idea.
  • The team found that while VQA models can generate answers that semantically align with human-annotated reference answers, they still receive low scores under traditional metrics like CIDER and ANLS.
  • To address this issue, the researchers developed a new evaluation metric called LAVE (LLM-Assisted VQA Evaluation), which uses Large Language Models (LLMs) to rate the accuracy of generated answers.
  • They found that using LLMs increased accuracy by about 50% and suggested that traditional metrics may be too rigid, implying that fine-tuning models might not always be necessary for improving performance on zero-shot tasks.
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5 ways to get more—and respond faster to—customer reviews

Zapier | By Nick Moore

July 25, 2024

Web
AI
  • Customer reviews are super important as 75% of consumers always read online reviews and 88% are likely to use a business that responds to their reviews.
  • To get more reviews with less effort, Zapier can help automate the user review process by connecting review tools and websites with other tech stack apps.
  • With just a few minutes to set up, you can automatically invite users to leave reviews after placing an order, respond to reviews faster by notifying your team instantly in chat or email, track user reviews automatically in Google Sheets, create tasks from reviews, and even track brand mentions across social media.
  • By doing this, you can encourage more user reviews, shape the growth of your business, and provide guidance to potential customers with honest opinions.
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What is tokenization?

Mckinsey

July 25, 2024

AI
Security
Backend
Blockchain
  • Tokenization is a process of creating digital representations of real-world assets, such as financial instruments, art, or even identities and data, on a blockchain network.
  • This allows for greater efficiency, security, and transparency in various industries, including finance and healthcare.
  • Tokenization works by breaking down complex assets into smaller units called tokens, which can be easily traded, transferred, and stored digitally.
  • The benefits of tokenization include programmability, composability, and operational efficiency, making it an attractive option for financial institutions and organizations looking to modernize their operations.
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Tech Up or Suit Up: Corporate strategy for BFSI growth

Thoughtworks | By Jayanth Tirumala

July 16, 2024

  • This document explores how businesses in the financial services industry (BFS) can grow.
  • It looks at two main approaches: "Tech Up" which means using technology to improve services and reach more customers, or "Suit Up" which means focusing on traditional business practices and building strong relationships with clients.
  • The document helps companies decide which strategy is best for them based on their specific goals and situation.
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Comparable vs Comparator Interfaces in Java – Which Should You Use and When?

freeCodeCamp | By Ashutosh Krishna

July 23, 2024

Backend
Algorithms
  • In programming, sorting is a fundamental operation used to organize data in a specific order.
  • Java provides built-in methods for sorting primitive types and arrays efficiently.
  • However, when it comes to sorting custom objects, such as instances of user-defined classes, these built-in methods fall short because they don't know how to compare them based on custom criteria.
  • To overcome this limitation, Java offers two main approaches: implementing the Comparable interface or using the Comparator interface.
  • The Comparable interface allows a class to define its natural ordering by implementing a single comparison method, while the Comparator interface provides flexibility by allowing multiple sorting strategies.
  • By choosing between these two interfaces, developers can create more flexible and powerful sorting mechanisms tailored to their specific needs.
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Visual Studio tip: Using Ctrl-L to delete a line with and without Clipboard backup

Microsoft Devblogs | By Laurent Bugnion

July 24, 2024

  • You can delete lines of code in Visual Studio quickly by pressing Ctrl-L, which will also save the deleted line to your Clipboard history.
  • To test this, try copying two pieces of text using Ctrl-C, then press Win-V to see them at the top of a new window.
  • To delete a whole line without saving it to the Clipboard, use Ctrl-Shift-L instead.
  • These shortcuts can save you time and help keep your Clipboard history tidy, making it easier to be productive as a developer.
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What is Open RAN?

Canonical | By Serdar Vural (Serdar Vural)

July 19, 2024

  • A telco cloud refers to a type of cloud computing specifically designed for telecommunications companies, which aims to bring automation and speed to their edge clouds at scale.
  • This involves using technology such as Intel's FlexRAN and Real-time Ubuntu to create fast and reliable networks that can handle critical 5G applications like ultra-reliable low-latency communications (URLLC).
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How Gojek Allocates Personalised Vouchers At Scale

Gojek | By Praveen Prashant

July 17, 2024

  • Gojek, a company, used a programming language called Structured Query Language (SQL) to create personalized vouchers for its users at a large scale.
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SmolLM - blazingly fast and remarkably powerful

HuggingFace

July 16, 2024

Web
Backend
Data Science
Hardware
  • SmolLM is a new family of small language models that can operate on local devices and achieve impressive results without requiring large computational resources.
  • The models come in three sizes - 135M, 360M, and 1.7B parameters - and were trained on a meticulously curated high-quality training corpus called SmolLM-Corpus.
  • This dataset includes over 28 billion tokens of synthetic textbooks, stories, articles, and code, with a diverse range of topics and audiences.
  • The models outperform other small language models in their size categories on various benchmarks testing common sense reasoning and world knowledge, making them suitable for deployment on devices such as smartphones and laptops.
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Beyond Imitation

Oreilly | By Mike Taylor

July 16, 2024

AI
  • Using the names of famous artists or characters in AI image prompts might be against the rules soon because it's considered copying their style.
  • Instead of saying "draw a picture like Van Gogh," try describing his style with words like "swirly brushstrokes" and "bright colors." You can even mix styles from different artists to create something unique.
  • This way, your AI art is more original and you won't run into legal trouble.
  • This also applies to text generation, so be prepared for changes in how you write prompts for AI writing tools in the future.
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Enhancing LLM-as-a-Judge with Grading Notes

Databricks

July 22, 2024

AI
  • Developers want to be able to quickly and correctly evaluate long-form outputs from Large Language Models (LLMs), which are computer programs that can generate human-like text, so they can work more efficiently in AI development.
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5 Best Free Platforms for Hosting Hobby Web Projects

Refine.dev

July 16, 2024

Web
Database
Cloud
DevOps
Coding
  • This article explores the top five platforms with generous free plans for hosting your side projects.
  • It compares platforms like Vercel and Netlify as top choices for static sites or Jamsstack applications due to their ease of use and features.
  • For back-end, full-stack apps, Render is a good choice, similar to HeroKu.
  • Other platforms exist with free plans but usually require credit card information.
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How to use Zapier for social media automation

Zapier | By Hannah Herman

July 18, 2024

AI
  • Social media management can be overwhelming with its repetitive tasks such as posting regularly, resharing updates across platforms, and fielding similar questions from customers.
  • To make it easier, automation tools like Zapier can help streamline your work by automatically handling these tasks.
  • You can create Zaps that share new RSS items across social channels, repurpose content more effectively, reshare media across platforms, stay on top of customer messages, and even streamline your content calendar.
  • This allows you to focus on creating valuable content and interacting with your audience, rather than spending hours on mundane tasks.
  • By using Zapier for automation, you can give your team time back to create truly magical social media moments and improve your overall management of social media platforms.
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How PyTorch Enables AI to be More Easily Accessible to all Developers

AMD | By ed_rebello

July 25, 2024

Web
AI
Backend
Data Science
Hardware
  • The author, Niles Burbank, has been working with machine learning for about a decade and shares his personal experience with PyTorch, a popular open-source deep-learning framework.
  • He started by using simple image classification tutorials and was amazed at how a small neural network could learn to identify handwritten digits with high accuracy.
  • As he experimented further, he found that PyTorch made it incredibly easy to apply machine learning to various problems, thanks to its intuitive interface and flexibility.
  • Burbank believes that AI and ML have huge untapped potential for solving new kinds of problems, and tools like PyTorch are making it possible for experts in these fields to apply these technologies without needing extensive programming knowledge.
  • He highlights the importance of accessible tools like PyTorch, supported by powerful hardware such as AMD GPUs, which can unlock this potential and enable a wider range of applications.
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How to Use Two Dimensional Layouts with CSS Grid?

Refine.dev

July 17, 2024

Web
Algorithms
  • When working with CSS Grid, it's essential to think of the grid as having block and inline axes, which change based on document language, text direction, and writing mode.
  • To get started, understand how the implicit grid works and when to use an explicit grid or a combination of both.
  • Also, be mindful of how items are placed on the grid using the auto flow algorithm and try to build composable templates that can be used in different layouts.
  • Additionally, remember to combine track units effectively, conserve document order, and avoid distorting tab order for accessibility purposes.
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5 ways to automate Wufoo with Zapier

Zapier | By Hsing Tseng

July 24, 2024

  • Processing form submissions can be a tedious chore, but you can automate it with Zapier's workflow automation software.
  • This lets you connect Wufoo forms to your favorite business tools, such as spreadsheets, email marketing platforms, CRM systems, and project management tools.
  • With Zaps, you can track form responses in a spreadsheet, add contact information from customers or leads, create tasks from Wufoo submissions, send notifications, and even connect Wufoo with your calendar.
  • This saves time and reduces errors, allowing you to focus on making better-informed decisions based on accurate data and deliver stellar service to scale your business.
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How use a Blazor QuickGrid with GraphQL

Microsoft Devblogs | By Frank Boucher

July 24, 2024

  • The article explains how to use GraphQL and Blazor to create a data grid with virtualization.
  • It uses Strawberry Shake to generate a client for the GraphQL API and creates a query to fetch actors from the StarTrek series.
  • The QuickGrid component is added to a Blazor page and bound to the query, allowing it to display the actors in a grid.
  • To enable virtualization, the article shows how to modify the GraphQL query to accept skip and take parameters, and how to create an ItemsProvider that fetches data from the API with these parameters.
  • The final result is a QuickGrid that only renders visible rows, improving performance when dealing with large datasets.
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How the aviation industry could help scale sustainable fuel production

Mckinsey

July 22, 2024

  • The aviation industry needs to reduce its carbon emissions by 2050 and sustainable aviation fuel (SAF) will make up to 50% of abatement, producing 80% less greenhouse gas emissions than fossil kerosene.
  • Despite this, SAF production capacity is still in its infancy, with only 1.5 million metric tons produced in 2024, barely 0.5% of total jet fuel needs.
  • The demand for SAF is expected to rise due to regulation and airline commitments, but the industry faces significant uncertainty around supply and technology readiness.
  • To address this, airlines are using various strategies such as offtake agreements, partnerships, direct investments, and SAF funds to source SAF and accelerate production.
  • SAF funds, in particular, have emerged as a new category of investment vehicles that can provide synergistic benefits by uniting stakeholders throughout the ecosystem and raising awareness and impact.
  • However, these funds require careful design and setup to achieve their objectives, including setting clear investment targets, engaging the right partners, and shaping governance structures to move quickly and focus on returns.
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Customer Spotlight: Building a Competitive & Collaborative AI Practice in FinTech

DataRobot | By Pranjal Yadav

July 24, 2024

Web
Cloud
AI
  • At Razorpay, a fintech company, the data science team needed to quickly solve complex challenges despite being smaller than competitors with more resources.
  • To achieve this, they used DataRobot's AI platform, which made it easy for engineers from various backgrounds to explore and create models without needing extensive hand-holding.
  • This resulted in significant time savings of up to 90% compared to traditional methods, allowing them to tackle challenging problems like fraudulent orders in just a few hours.
  • The team now uses DataRobot to empower their entire organization with AI, fostering collaboration and innovation while staying compliant with regulations and maintaining transparency and accountability.
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Scaling Ads Pacing: from Singleton to Sharded

Reddit | By /u/Pr00fPuddin

July 17, 2024

Mobile
Backend
Hardware
Robotics
  • Reddit's Ads Experimentation Platform team developed a new architecture for their Pacing System to improve scalability and durability.
  • The old system was built on Spark batch processing and ran into bottlenecks with more campaigns onboarding Reddit, so they turned it into a sharded system with partitioned streamed inputs.
  • They extracted the budgeting logic out of the pacing job into a dedicated system that publishes campaign budget updates to a Kafka stream, which is then consumed by the pacing job in multiple shards.
  • Each shard only consumes a subset of partitions and paces campaigns under its assigned advertiser ID range.
  • The new architecture demonstrated linear scalability and was compared with the old system for 4 weeks, showing a significant improvement in pacing runtime.
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Few-shot prompting to improve tool-calling performance

Langchain | By Ankush Gola

July 24, 2024

AI
Algorithms
  • Researchers explored how to improve language model tool-calling performance using few-shot prompting, which involves providing example inputs and desired outputs to the model.
  • They experimented with different techniques, including adding examples as messages or strings to the system prompt, and found that even naive few-shotting can significantly improve performance for most models.
  • The format of the few-shot prompts had a large effect on performance, and using a few well-selected examples was often more effective than using many fixed examples.
  • They also observed that smaller models with few-shot examples could rival the zero-shot performance of larger models, and identified areas for future exploration, such as using negative examples or semantic search retrieval of few-shot examples.
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5 popular Webflow integration ideas

Zapier | By Nicole Replogle

July 22, 2024

Web
  • Webflow makes designing and launching websites easy, but maintaining one still requires technical details like tracking form submissions and updating page elements.
  • Zapier's automated workflows, called Zaps, can help streamline tasks and save time by combining apps to automate anything you can imagine.
  • With Zapier, you can archive form submissions, update website content, set up instant alerts, turn leads into subscribers, and organize CMS items, making it easier to manage your website and grow your business faster.
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Java on Azure Tooling Update – June 2024

Microsoft Devblogs | By Jialuo Gan

July 26, 2024

Cloud
  • Azure Spring Apps is getting a code extension that allows developers to create and deploy cloud-native Java applications on Azure with ease, leveraging the power of Spring, the popular Java development framework.
  • This extension simplifies the process of building and running Spring-based apps in Azure, making it easier for developers to focus on writing code rather than worrying about infrastructure setup and management.
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Liberis’ ‘bot-first’ approach with Notion AI removes legal bottlenecks, boosts company productivity

Notion | By Alexis Alexander

July 17, 2024

Performance
AI
Algorithms
  • Liberis, a global embedded finance platform, needed to scale its legal team efficiently without hindering business growth.
  • The four-person Legal team supports over 200 colleagues across four offices and aims to be "guardrails" rather than "gatekeepers." To achieve this, they created a Notion wiki, which is one of the most visited pages on their company workspace, and encourage colleagues to use Notion AI, saving nearly seven hours a month in searching for information.
  • The team's self-service effort was initially a SharePoint site, but it was not user-friendly, so they consolidated tools by replacing it with Notion as their company wiki.
  • With Notion, they can structure complex information in an easy-to-understand format and integrate other tech-forward tools.
  • Notion AI has been the most valuable product for the team, enabling them to implement a "bot-first" approach, which maximizes company-wide efficiency.
  • By storing all documentation in Notion, employees can simply ask Notion AI whenever they have a legal question, saving time and improving productivity.
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Streamlit 101: The fundamentals of a Python data app

Streamlit | By Chanin Nantasenamat

July 23, 2024

Web
AI
Backend
  • Streamlit is a Python framework that makes it easy to build interactive data apps with just a few lines of code.
  • It has intuitive default styles and doesn't require any CSS, HTML, or JavaScript experience.
  • With Streamlit, you can quickly deploy and share polished apps with anyone anywhere.
  • You can add interactivity to your app using selection boxes, sliders, numerical inputs, and more, making it easy for users to explore your data.
  • Streamlit also integrates well with popular libraries like Pandas, NumPy, Altair, and even AI frameworks like LangChain and LlamaIndex.
  • To get started, you can use GitHub Codespaces, a cloud-hosted development environment where you can start coding in an in-browser editor.
  • Once you've built your app, you can deploy it locally, on a server, or even for free on the Streamlit Community Cloud, which allows you to share your apps with the world and get millions of views each month.
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Announcing Supabase on JSR

Supabase

July 16, 2024

Web
Security
  • Supabase has released its JavaScript client library on a new open-source registry called JSR, which makes it easier to publish and import JavaScript modules.
  • This means you can use Supabase in any JavaScript environment that supports HTTPS, including browsers, servers, and edge networks.
  • To get started, you need to install the library using "deno add" or npm, and then import it into your main.ts file.
  • Once you have it set up, you can easily add authentication or persistent storage to your projects with just a few lines of code, making it super convenient for developers.
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How To Implement Instant Search with Flask and HTMX

freeCodeCamp | By Ashutosh Krishna

July 22, 2024

Web
  • This tutorial shows how to make a search function on a website faster and more user-friendly using Flask, a programming tool for building websites, and HTMX, which helps create interactive web pages without needing to reload the entire page.
  • When a user types in a search query, the website sends a request to a server and updates the search results in real-time, making it feel snappy and responsive, while also reducing the number of requests made to the server.
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Demystifying AI-Assisted Artistry With Adobe Apps Using NVIDIA RTX

Nvidia | By Gerardo Delgado

July 24, 2024

AI
Hardware
  • Adobe Creative Cloud applications are now using NVIDIA RTX GPUs to enhance user creativity and productivity.
  • Generative AI technology allows users to create new content by learning from existing data, such as images or text.
  • Adobe Firefly is a family of creative generative AI models that can be used in popular apps like Photoshop, Illustrator, and After Effects.
  • These tools enable features like the Generative Fill tool, which adds content from images using simple description prompts, and the Generative Shape Fill feature, which quickly fills shapes with detail and color.
  • Other features include Auto Reframe for video editing, Enhance Speech to improve dialogue quality, and AI-powered masking tools like Select Subject and Select Sky for image editing.
  • These tools are designed to help users create faster and more efficiently, and NVIDIA will continue working with Adobe to support advanced generative AI models.
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Meet Lexie, Notion's Head of Social

Notion | By Drew Evans

July 18, 2024

  • Lexie Barnhorn is a social media and influencer marketing expert who joined Notion as their first-ever Head of Social Media & Influencer Marketing.
  • She got her start in high school, where she was always on top of new social media sites like Myspace, Facebook, and Twitter.
  • After interning at Curology, a startup in San Francisco, Lexie stayed for almost five years and built a team that used influencer marketing to drive product sales.
  • She then joined Notion and helped create their TikTok account, which went viral with content like the "Curology egg" and a video about her sister's texting habits.
  • Lexie also built Notion's influencer marketing program from scratch, using TikTok and LinkedIn to reach a B2B audience and optimize her strategy to target the right people at the right time.
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Beyond ordinary: Finding passion and purpose at work

Thoughtworks | By Pattama Thuanchaisri

July 16, 2024

  • This content explores how to find meaning and excitement in your job, going beyond just doing the bare minimum.
  • It helps you discover what truly motivates you and how to align your work with your passions and goals.
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Update on Azure Boards + GitHub Integration

Microsoft Devblogs | By Dan Hellem

July 25, 2024

Cloud
DevOps
  • A new feature is being developed to show GitHub pull request details on work item forms, but it's currently paused due to some bugs that need to be fixed.
  • Once resolved, this feature will allow users to see if a pull request is in draft mode or needs review directly from the work item form.
  • Meanwhile, an improvement has been made to Azure Boards app for better notification about valid work item links before merging with a pull request.
  • More updates on upcoming features can be found on the Azure DevOps Roadmap soon.
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Meet Caddy – Meta’s next-gen mixed reality CAD software

Facebook

July 18, 2024

  • A team of mechanical engineers created Caddy, a new computer-aided design (CAD) app for mixed reality, to solve the problem of looking at flat images of 3D models on Zoom.
  • They joined a podcast with Pascal Hartig and discussed how they taught themselves to code, disrupted the CAD software space, and integrated Caddy with Llama 3.
  • The team invites listeners to download Caddy and try it out for themselves, and the episode is available on various platforms such as Apple Podcasts, Spotify, and Meta's Careers page.
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Announcing Semantic Kernel for Java 1.2.0

Microsoft Devblogs | By Derek Keeler

July 25, 2024

Cloud
AI
Backend
  • The Microsoft Semantic Kernel for Java is a framework that allows developers to store and retrieve data using vector embeddings, which are like long-term memories for AI applications.
  • It provides a way to manage information in a more semantic way, allowing developers to generate content based on stored information.
  • The library includes two experimental implementations: one for Azure AI Search and another for Redis Vector Store, which can be used to store and retrieve data with similar functionality.
  • Developers can use these libraries to create models that represent records, initialize clients, generate embeddings, upsert data, retrieve records, and query the client for semantic results.
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Customer Case Study: SimCorp’s AI Journey with Semantic Kernel

Microsoft Devblogs | By Sophia Lagerkrans-Pandey

July 24, 2024

Cloud
AI
Backend
  • SimCorp is a company founded in 1971 that provides a platform for investment management.
  • They're working with Microsoft and using their Azure Machine Learning platform to build AI solutions.
  • Specifically, they've integrated Semantic Kernel into their system, which has made it easier for them to create AI-powered tools like SimCorp Copilot, Wealth Vision, and a digital engagement platform.
  • These tools use AI to help users make decisions by analyzing data and providing insights, with features like chatbots that can understand context and retrieve relevant information while keeping security and responsible AI top of mind.
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What's Next for Open Source?: Workshop Highlights and Calls to Action to Inspire Progress for Global Sustainability

Linux Foundation | By Cailean Osborne

July 22, 2024

Web
Performance
AI
Security
Backend
Coding
  • Recently, at a two-day symposium hosted by Kenya and Germany at the United Nations, open source took center stage as experts from various fields came together to explore its potential in addressing global challenges.
  • The event highlighted the crucial role of Open Source Program Offices (OSPOs) in fostering collaboration and innovation across sectors.
  • Speakers emphasized that open source projects are critical in achieving the 17 Sustainable Development Goals (SDGs), both as digital public goods and a model for open collaboration and innovation.
  • Key takeaways included the importance of ensuring open source security, accessibility, inclusivity, and impact, with calls to action such as expanding mentorship programs, implementing inclusive event policies, promoting inclusive design, and increasing funding for open source projects addressing SDGs.
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How to Build an Interpretable Artificial Intelligence Model – Simple Python Code Example

freeCodeCamp | By Tiago Monteiro

July 23, 2024

  • There is no content for me to summarize.
  • Please provide the text you would like me to summarize, and I'll create a paragraph explaining it in simple terms.
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New Report Highlights Surge in 2024 Ransomware Activity from Emerging Groups, Predicts Supply Chain Attacks as Major Vector

Socket.dev | By Sarah Gooding

July 17, 2024

Blockchain
  • Ransomware attacks have seen a surge in activity during the first two quarters of 2024 due to emerging groups taking over after the takedown of Lockbit earlier this year.
  • These new groups, such as RansomHub and BlackSuit, are responsible for high-profile exploits and have gained many former affiliates from other groups like ALPHV.
  • They've attacked organizations across various sectors, including healthcare, finance, and technology, with some victims paying out millions of dollars in cryptocurrency to regain access to their systems.
  • The report predicts a continued rise in supply chain attacks targeting software vendors and technology companies, making it essential for organizations to modernize aging infrastructure and secure their supply chains before an attack can occur.
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Linux Foundation Newsletter: July 2024

Linux Foundation | By andrewb@proximabiz.com (The Linux Foundation)

July 24, 2024

Web
Performance
Mobile
Cloud
AI
Security
Backend
Game Dev
Coding
  • The Linux Foundation's Open Source Ecosystem has been active with various projects and events.
  • The LF Networking (LFN) has announced the Cloud Native Telco Initiative as an official project under LFN, while the P4 Workshop will take place in October to share knowledge related to P4 use with the community.
  • The RISC-V Summit Europe was a success, attracting 720 visitors from around the world, and RISC-V Day Tokyo is scheduled for August 1 at the University of Tokyo.
  • The SONiC Mini Summit will be held on September 19 during Open Source Summit EU, while the Ultra Ethernet Consortium (UEC) has added new members, including Internet Initiative Japan and Graphcore, with upcoming events at OCP Global Summit in San Jose, CA, and SC24 in Atlanta, GA.
  • The Yocto Project is accepting submissions for Yocto Project Developer Day at OSS EU by July 31st, while the Zephyr Project has had successful meetups in Germany and Austin, Texas, and will be at Open Source Summit in Vienna, Austria, with a Zephyr micro conference on September 17 followed by a workshop on September 19.
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Charmed PostgreSQL enters General Availability

Canonical | By Mohamed Wadie Nsiri (Mohamed Wadie Nsiri)

July 17, 2024

Cloud
  • Canonical's Charmed PostgreSQL offers a convenient subscription pricing model per node, allowing users to benefit from a complete portfolio of data solutions with predictable costs.
  • The service automates PostgreSQL operations on various cloud platforms, including Azure, AWS, Google Cloud, and private data centers, ensuring high availability, reliability, automatic upgrades, disaster recovery readiness, and hybrid/multi-cloud support.
  • Additionally, Charmed PostgreSQL comes with a holistic observability and alerting solution based on Prometheus, Loki, and Grafana.
  • Users can choose between self-managed or Canonical managed operations, allowing them to offload management tasks to experts for more peace of mind.
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Bring your custom engine copilot from Azure OpenAI Studio to Microsoft Teams: now in public preview

Microsoft Devblogs | By Linda Li

July 25, 2024

Cloud
AI
Security
  • Azure OpenAI now offers a "Deploy to a Teams app" option in public preview, allowing developers to connect their enterprise data with custom engine copilots on Microsoft Teams.
  • To use this feature, you'll need Visual Studio Code, Teams Toolkit, Node.js, and an Azure account with a deployed Azure OpenAI Service using the gpt-3.5-turbo or higher model.
  • First, create your chat experience in Azure OpenAI Studio by adding data sources, uploading files from Azure Blob storage and AI Search resources, and testing your setup.
  • Then, select "Deploy to" in the Chat playground and choose a new Teams app option.
  • Follow the steps to download and test your app on Teams, which will allow you to enjoy chatting with your data on Teams by asking questions related to your data.
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Java Visual Studio Code Extension Update

Java | By ["ArvindAprameya"]

July 24, 2024

Backend
  • A new update for the Java Visual Studio Code extension has been released, bringing improvements and bug fixes to enhance your development experience.
  • This update adds support for newer versions of JDK (Java Development Kit) and introduces features such as Markdown syntax in JavaDoc comments, making it easier to create well-structured documentation directly within your code.
  • It also allows you to manage dependencies without needing a build tool like Maven or Gradle, and includes the ability to delete cached data from the Command Palette for a smoother experience.
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DataRobot Ranked #1 for Governance Use Case by Gartner®: Inside Our Trusted AI Governance Framework

DataRobot | By Aslihan Buner, Kateryna Bozhenko

July 18, 2024

AI
  • Gartner, an independent research company, has published a report ranking DataRobot #1 for governance use case.
  • The report is available upon request from DataRobot and should be evaluated in its entirety.
  • Gartner notes that it does not endorse or advise on vendors, products, or services mentioned in the report, and any opinions expressed are those of Gartner's research organization and not statements of fact.
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Announcing New Language Support for PII Text Redaction and Expanding Entity Detection

Assembly AI | By JD Prater

July 18, 2024

Security
  • AssemblyAI has updated its PII Text Redaction and Entity Detection features to help protect sensitive information and extract more value from voice data.
  • The updates include expanded language support for PII Redaction in 47 additional languages and 16 new entity types added to Entity Detection, making it easier to securely handle customer service calls, safely share user-generated content, and protect participant privacy in market research studies.
  • The features achieve high precision and accuracy rates, with 99%+ results in major languages, and support EU data residency requirements for 13 languages.
  • This ensures that sensitive information is safeguarded regardless of location or language, making robust privacy measures more accessible and reliable.
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Next-Gen Video Editing: Wondershare Filmora Adds NVIDIA RTX Video HDR Support, RTX-Accelerated AI Features

Nvidia | By Gerardo Delgado

July 16, 2024

Web
AI
Hardware
  • NVIDIA has updated its Studio technology and released new features for creative apps such as Wondershare Filmora and livestreaming software OBS Studio and XSplit Broadcaster.
  • The July Studio Driver includes a summer's worth of creative app updates that can be downloaded today.
  • This update is part of the NVIDIA Studios series, which celebrates featured artists, offers creative tips and tricks, and demonstrates how NVIDIA technology improves creative workflows.
  • Additionally, NVIDIA will be at SIGGRAPH to learn about the latest breakthroughs in graphics and generative AI, and a fireside chat featuring Jensen Huang, founder and CEO of NVIDIA, and Lauren Goode, senior writer at WIRED, will take place on July 29.
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React Hook Form vs Formik - Comparing the most popular React form libraries

Refine.dev

July 23, 2024

Web
Coding
  • When building forms in React, you have two popular options: Formik and React Hook Form.
  • Both are free and open-source libraries that make form management easier.
  • However, while they share some similarities, they also have their differences - for example, Formik hasn't been actively maintained recently and has a larger bundle size than React Hook Form, which makes it a more efficient choice in new projects.
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6 Best Practices for Creating a Developer Upskilling Program

Hackerrank | By Nicole Littlejohn

July 16, 2024

AI
  • To create a successful developer upskilling program, identify skill gaps within your team by conducting skills assessments, analyzing performance reviews, and gathering feedback from team leaders.
  • Offer a variety of learning resources such as online courses, workshops, hackathons, and access to technical books and journals to cater to different learning styles.
  • Implement microlearning strategies by breaking down complex topics into smaller chunks of information and delivering them in short bursts.
  • Incorporate gamification elements like leaderboards, rewards, and challenges to boost motivation and participation.
  • Consider incorporating AI and machine learning training to stay ahead in the industry and provide a culture of continuous learning that encourages employees to adapt and stay up-to-date with technological advancements.
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Top 5 Firefox features for tab maximalists

Mozilla | By Tyler Curry

July 18, 2024

  • I'm a "tab maximalist" who keeps over 50 tabs open on my Firefox browser at any given time, which might seem chaotic but actually has a system behind it.
  • As a product marketing manager for Mozilla, I use specific features of their browser to manage and utilize all those tabs efficiently.
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Node.js Adds Experimental Support for TypeScript

Socket.dev | By Sarah Gooding

July 26, 2024

Web
Backend
  • Node.js contributors are working on adding support for TypeScript, with several steps planned to achieve this goal.
  • The first step involves bundling a small package containing a wasm and js file that uses SWC (a JavaScript compiler) to bind it.
  • In the future, this feature will be implemented in the native layer, allowing for better performance and usability.
  • The contributors plan to decouple the TypeScript transpiler so it can be updated separately, add support for TypeScript features that require transformation, optimize interaction between Node and SWC, and finally add more features to reduce pain for users, all of which is driven by the growing recognition of TypeScript's importance in modern development.
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The 8 best AI scheduling assistants in 2024

Zapier | By Miguel Rebelo

July 23, 2024

AI
  • The author spends about 45 minutes a day scheduling meetings and thinks AI calendar management tools could be a game-changer.
  • They suggest trying out one of these apps to see if it can help you spend your time more productively and save you some time that's currently spent on scheduling, with noticeable results possible even after just a few days.
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“Breaking Changes” Season 3: The Leadership Edition

Postman | By Jean Yang

July 16, 2024

  • The author of "Breaking Changes" podcast shares their own journey from being a reluctant leader to starting his own company and eventually leading the observability product at Postman.
  • He wanted to share authentic stories of mistakes and lessons learned with others, so he created Season 3 of the podcast, focusing on leadership conversations with engineering leaders who have driven significant visions and made mistakes.
  • The season features discussions on breaking from tradition, growth through painful breaks from the past, and changes that can break an organization, such as pivots and reductions in force.
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Amazon Robotics names 2024 Day One Fellowship Program recipients

Amazon Science

July 24, 2024

AI
Robotics
  • Amazon's Day One Fellowship program supports emerging leaders from underrepresented backgrounds in STEM fields by offering scholarships, mentorship, and career opportunities to master's-degree students in robotics, engineering, computer science, and related disciplines.
  • The fellowship covers tuition, living expenses, and other costs, allowing fellows to graduate debt-free and participate in Amazon Robotics' internship program, where they gain hands-on experience and connect with industry experts.
  • Since its inception, the program has supported 27 fellows, who have gone on to pursue diverse paths in robotics-related fields, including roles at various companies and doctoral studies.
  • The 2024 fellowship recipients include students from top universities such as MIT, Stanford, Harvard, and Brown, who are pursuing master's degrees in computer science, robotics engineering, and related fields.
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Data-Driven Quality: Change the Game with Knowledge Graphs & Generative AI

Databricks

July 22, 2024

  • Across various industries, there are significant costs associated with product failures after they've been delivered to customers, including recalls, warranty claims, and loss of customer goodwill.
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Let’s meet at AI4 and talk about open source and AI tooling

Canonical | By Andreea Munteanu (Andreea Munteanu)

July 18, 2024

  • You can schedule a meeting with one of our team members by clicking on the link below "Book a meeting", making it easy to connect and discuss further.
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Build a Sticky Notes App with React and Appwrite

freeCodeCamp | By Beau Carnes

July 25, 2024

Web
  • A new online course has been published on the freeCodeCamp.org YouTube channel that teaches how to build a full-stack notes application using React and Appwrite.
  • The course covers building a production-ready app with features like draggable notes, autosave, and customizable colors, allowing users to create a personalized notes experience.
  • By following this comprehensive guide, beginners can learn how to build interactive user interfaces with React's component-based architecture, while experienced developers can refine their skills in backend development using Appwrite's open-source platform.
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Simplify and automate bill processing with Amazon Bedrock

AWS Architecture | By Vijay Shekhar Rao

July 19, 2024

Cloud
AI
DevOps
  • Enterprises with multiple locations face complexities when processing utility bills from various providers in different formats, making it difficult to standardize ingestion and process for anomalies.
  • To address this, a solution using Amazon Bedrock was presented, offering flexibility to ingest bills in various formats and layouts, standardizing them into a single format while applying data quality controls.
  • The solution automates repetitive tasks, reduces human error, and enables predictive analysis with generative artificial intelligence (AI).
  • It integrates with existing systems through events and enables informed decision-making with visualizations using Amazon QuickSight.
  • This serverless and event-driven architecture scales automatically based on business needs, providing benefits such as contextual understanding, flexibility, adaptability, automated workflows, cost savings, compliance and risk mitigation, and data governance.
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How to automate ChatGPT

Zapier | By Elena Alston

July 19, 2024

AI
  • Zapier's ChatGPT integration has become more powerful thanks to OpenAI's latest model, GPT-4o.
  • With this integration, you can automate tasks and workflows by combining ChatGPT with thousands of apps in your tech stack.
  • You can build AI assistants that chat with team members or customers, create content, analyze images and text, summarize business information, get event reminders, prioritize workload, transcribe and translate audio files, and more.
  • The integration allows you to use ChatGPT's conversational capabilities, remember conversations, and provide tailored training instructions to improve its responses.
  • You can also use it to generate summaries of important information, extract key data from images, and create visual aids.
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Google Blocks is now Open Source

Google Open Source | By Open Source Programs Office (noreply@blogger.com)

July 16, 2024

  • Google has made the code behind their 3D creation tool Google Blocks available for anyone to use and modify as they see fit.
  • The company is excited to see what kind of new and creative experiences will emerge from this open-sourced project, and they're grateful to the community for their enthusiasm and support so far.
  • The code can be found on GitHub, where users can access it and create their own Blocks experience.
  • Google Blocks will still be available in digital stores, but now anyone who wants to contribute or build upon the tool can do so through open-source collaboration.
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Sustainable Strides: How AI and Accelerated Computing Are Driving Energy Efficiency

Nvidia | By Dion Harris

July 22, 2024

AI
Hardware
  • AI and accelerated computing are becoming increasingly energy-efficient for many industries, according to reports from organizations such as Lisbon Council Research.
  • This efficiency is due in part to the use of NVIDIA's GPUs, which can perform tasks more quickly and with less energy than traditional CPUs.
  • As a result, companies like Murex and Wistron have seen significant reductions in energy consumption and carbon emissions through the adoption of AI-powered systems.
  • The reports also highlight the potential for AI to address climate change and promote sustainability, citing examples such as using AI to develop more accurate weather models and predicting crop yields.
  • NVIDIA is working with hundreds of startups to apply AI to climate issues and has announced plans for Earth-2, a supercomputer dedicated to climate science.
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How to use Conditional Rendering in React

Refine.dev

July 17, 2024

Web
Security
  • Conditional Rendering in React is a feature that allows you to dynamically render User Interface (UI) components based on user interactions and specific conditions.
  • It's useful for providing personalized experiences, implementing authentication and authorization, and improving app usability.
  • In React, you can achieve Conditional Rendering using various methods such as if-else statements, ternary operators, switch statements, null rendering, and Immediately Invoked Function Expressions (IIFEs).
  • These methods enable you to display different content based on the application's state, user input, or other conditions, making your app more interactive and engaging.
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BAFTA Award-Winner Siobhán McSweeney to host Mozilla’s 2nd Annual Rise25 Awards in Dublin, Ireland on August 13

Mozilla | By Damiano

July 24, 2024

  • Mozilla's Rise25 Awards ceremony will celebrate individuals leading the next wave of AI and will take place on August 13 in Dublin, Ireland, with actress Siobhán McSweeney, known for her BAFTA award-winning performance as Sister Michael, hosting the event.
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How To Run AMD ROCm™ Software in Windows 11

AMD | By AMD_AI

July 23, 2024

  • If you have an AMD Radeon graphics card and want to run Linux apps, such as Stable Diffusion programs, on Windows without leaving your current environment, you can use AMD ROCm software.
  • To get started, install Windows Subsystem for Linux (WSL) from PowerShell, then install the latest AMD Software 24.6.1 or later and AMD ROCm 6.1.3 or later, which will enable hardware acceleration on your graphics card.
  • Next, install Torch for AMD ROCm software within WSL, following specific instructions to avoid overwriting builds.
  • Once completed, you can install and run apps that support AMD ROCm software directly in Windows, without needing to switch between operating systems.
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How to delete old data from DynamoDB without spending thousands

Medium | By Raphael Montaud

July 24, 2024

Database
Cloud
  • The author describes how their company, Medium, had a large amount of data stored in DynamoDB, a cloud-based database, which was becoming expensive to store and maintain.
  • They decided to clean up the data by deleting old items that were no longer needed.
  • The author explains three possible scenarios for cleaning up the data: doing nothing, deleting bad items, and migrating good items to a new table.
  • They estimate the costs of each scenario using their own use case as an example, considering factors such as scanning and deletion costs, storage costs before and after cleanup, and the time it takes to complete the migration.
  • The author concludes that the best option depends on the specific use case and suggests that companies should try to reproduce these estimates with their own data before starting any cleanup work.
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Introducing Replit Projects

Replit

July 19, 2024

  • Replit has introduced a new feature called Projects for Teams, which allows you to work on different versions of your codebase and easily merge changes together when needed.
  • This makes it easier for team members to collaborate without affecting each other's work or requiring everyone to set up their own local development environment.
  • It's like having separate "workspaces" where you can test new ideas, make changes, and then combine them with the main project if they're a good fit.
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Unravel Gridlock: An exploratory workshop for business transformation with evolutionary service design

Thoughtworks | By Minette Mangahas, Tanja Yeh, Liang Lu

July 17, 2024

  • This is an event called "Unravel gridlock" where people will come together to explore new ways of transforming businesses through a process called evolutionary service design.
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Introducing Replit Teams

Replit

July 16, 2024

  • In today's fast-paced work environment, we expect tools to help us collaborate and be efficient, but current software development tools are often outdated and inaccessible to non-engineers.
  • This makes it hard for teams to work together effectively.
  • The good news is that Replit Teams is here to change that by allowing everyone - not just engineers - to contribute to building software, making the process faster and more collaborative than ever before.
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Kubernetes Removals and Major Changes In v1.31

Kubernetes

July 19, 2024

Backend
  • The Kubernetes project has announced some changes coming with version 1.31 to ensure its long-term health and stability.
  • These include the removal of SHA-1 based certificates, which will no longer be supported after Go 1.24 is released in 2025; the deprecation of the `status.nodeInfo.kubeProxyVersion` field for nodes due to inaccuracies; the removal of all in-tree integrations with cloud providers, requiring users to switch to external integrations; and the removal of some deprecated features such as the `--keep-terminated-pod-volumes` flag, CephFS volume plugin, Ceph RBD volume plugin, and non-CSI volume limit scheduler plugins.
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Best React Admin Dashboard Libraries 2023

Refine.dev

July 23, 2024

Web
Backend
Algorithms
  • There are several open-source admin dashboard templates for React, including Material Dashboard React and Volt React.
  • These libraries provide pre-built UI components and pages to help developers create professional-looking admin panels quickly, with features such as responsiveness, authentication, and theming.
  • They can be used in various industries such as e-commerce management, healthcare administration, education management, financial services, logistics, and supply chain management.
  • Some of these templates are free versions of paid templates, while others offer advanced features that can help create complex interfaces.
  • Libraries like Refine or Tremor may also be suitable for creating advanced React admin dashboards with all necessary features for free, but the choice ultimately depends on the project's specific requirements and complexity.
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Magnetic Marvels: NVIDIA’s Supercomputers Spin a Quantum Tale

Nvidia | By Esperanza Cuenca Gómez

July 19, 2024

Hardware
Algorithms
  • Researchers at the National Research Council of Italy and other institutions used NVIDIA-powered supercomputers to study a type of quantum computer called a quantum annealer.
  • Quantum annealers are special computers that use magnetic fields to solve complex optimization problems, and can be faster than regular computers for certain types of tasks.
  • The researchers simulated how these systems work using massive amounts of computing power from various sources, including NVIDIA GPUs.
  • By studying the behavior of these systems, they gained a better understanding of how to use quantum annealers to solve difficult problems in fields like logistics, cryptography, and more, potentially leading to new breakthroughs in areas where regular computers struggle.
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Think you know what consumers want? Think again.

Mckinsey

July 25, 2024

AI
  • The best CEOs use storytelling as a way to build energy, excitement, and inclusion within their organizations by creating a simple story around one big idea or audacious goal, sharing it with employees, and involving them in its communication.
  • They prepare employees to share this story both internally and externally through various approaches such as using metaphors, movies, or workshops.
  • CEOs who role model inclusive behavior are more effective and powerful leaders, as they demonstrate humility by giving up control and allowing others to tell the story and contribute to it.
  • By doing so, they create a collaborative environment, build inclusiveness, and make their employees feel invested in the organization's success.
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Improve your Tabular Data Ingestion for RAG with Reranking

Intel

July 16, 2024

  • This article was originally published on Medium and discusses improving tabular data ingestion for Real-Time Analytics Group (RAG) using reranking, specifically highlighting Intel's X technology integration with LinkedIn and other platforms to make data analysis more efficient.
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Planning for Agents

Langchain | By Harrison Chase

July 20, 2024

  • The person who wrote this thinks that Large Language Models (LLMs) will improve at planning and reasoning over time, but if you want to build a specific task agent, you'll still need a custom brain-like architecture.
  • They're optimistic about their own project, LangGraph, because of its potential to help with this kind of customization.
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Announcing Session Replay for Mobile – in Open Beta

Sentry

July 18, 2024

Web
DevOps
Coding
  • Session Replay for mobile apps is now available in open beta and free to use for early adopters.
  • It allows you to capture video-like reproductions of user sessions on your app, so you can understand when, where, and how an error or issue is impacting your app without having to repro it yourself or talk to a customer.
  • With Session Replay, you get the play-by-play of your user's journey with gestures such as taps and pinch to zoom included in the replay view, helping you better understand user interactions and identify where jankiness occurs on your app.
  • You can also see debugging context such as device tags, network requests details, and thrown exceptions that help you decipher what's happening behind the scenes to get to the root of the problem.
  • Session Replay is integrated within the Sentry workflow, allowing you to watch relevant replays while inspecting the stack trace in Issue Details or User Feedback.
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Python Software Foundation Responds to GitHub Token Leak, Elects New Board Members, and Announces Key Infrastructure Hires

Socket.dev | By Sarah Gooding

July 17, 2024

Backend
  • The Python Software Foundation made some changes to its rules, known as bylaws, which now include more voting members who help make decisions for the community.
  • This change aims to improve how decisions are made and keep the community transparent.
  • With these new rules in place and some new hires, the foundation is working to keep the Python programming language safe and growing.
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What should you be asking your team after the CrowdStrike outage?

Mckinsey

July 24, 2024

DevOps
Security
Algorithms
  • A recent update from cybersecurity platform provider CrowdStrike caused widespread disruptions to Microsoft Windows PCs and servers, affecting over 8.5 million systems worldwide.
  • The faulty update led to "blue screens of death," prevented consumers from using ATMs, and delayed medical procedures.
  • To mitigate the impact, technology teams launched recovery efforts, but senior executives should ask questions to ensure a fast and sustainable recovery, including what resources are needed to sustain pace, whether IT can enlist end users to help remediate PCs and laptops, and how to be transparent and responsive to employees and customers.
  • In addition, executive leaders should also consider reducing the risk of future events by asking if their company has economic, operational, and technical transparency into its risks, what architectural changes can enhance resiliency, and whether more staging and testing is needed in change processes.
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25 mission statement examples (and generator)

Zapier | By Cecilia Gillen

July 21, 2024

AI
  • A mission statement is a short phrase or sentence that explains what your business does and why it matters.
  • It's like a compass for your company, guiding employees and customers alike towards a common goal.
  • A good mission statement should be concise, focused, and memorable, usually no more than one to three sentences long.
  • It should communicate your unique value proposition and align employees towards a shared purpose.
  • Your mission statement should include your purpose, values, and target audience, explaining what you do, why it matters, and who you're doing it for.
  • You can find inspiration in examples like Passionfruit's "To create inclusive clothing and accessories that enable you to show your pride all year round while giving back to our community" or Cora's "We believe everyone should have access to period care—full stop." A well-crafted mission statement helps businesses stand out, connect with customers, and achieve their goals.
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Meet Socket at BlackHat and DEF CON in Las Vegas

Socket.dev | By Amjed Aboukhadijeh

July 20, 2024

  • Socket is hosting two exclusive events during BlackHat and DEF CON in Las Vegas - the Campfire Security Stories event and the Secure By Design Dinner.
  • The first event will be a casual gathering where industry experts share security stories, while the second event will feature a panel discussion on secure software development, including notable speakers from Uber, CloudFlare, Facebook, and more.
  • Space is limited for both events, but attendees can register in advance and must have their registrations approved by the event team.
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Using Predictive and Gen AI to Improve Product Categorization at Walmart

Walmart | By Adnan Hassan

July 19, 2024

Mobile
AI
Backend
Data Science
Algorithms
  • Walmart's online store has over 400 million products, making it difficult for customers to find what they need.
  • To solve this problem, Walmart developed an AI tool called Ghotok that combines predictive and generative AI models to categorize products efficiently.
  • The tool maps the relationship between product categories and types, allowing customers to easily search for specific items.
  • By using a two-tier caching system and exception handling mechanisms, Walmart was able to improve the performance of their AI model, reduce false positives, and provide a seamless shopping experience for their customers.
  • This innovative approach enables customers to quickly find what they need, making online shopping at Walmart more efficient and enjoyable.
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NVIDIA’s AI Masters Sweep KDD Cup 2024 Data Science Competition

Nvidia | By Brian Caulfield

July 22, 2024

  • A team from NVIDIA won first place in all five categories of the AmazonKDD Cup 2024 by creating a powerful language model using eight high-performance GPUs.
  • The team generated a huge dataset of questions on their own, and then fine-tuned a pre-existing model called Qwen2-72B to make it work even better.
  • They used a technique called QLoRA to train the model quickly and efficiently, making it smaller and faster so it could run on less powerful systems.
  • The team's innovative approach allowed them to outperform all other competitors in the competition, which focused on creating more intuitive online shopping experiences using large language models.
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The Unstructured Data Dilemma: How Data Cloud Handles 250 Trillion Transactions Weekly

Salesforce | By Scott Nyberg

July 16, 2024

Mobile
AI
Backend
  • Adithya Vishwanath, Vice President of Software Engineering at Salesforce, leads the Data Cloud team, which integrates diverse data sources to provide real-time insights and streamlined data management within Salesforce's Customer 360.
  • His team faces challenges in managing unstructured data, including processing multiple formats like audio, video, and PDF files, but has made significant progress by implementing advanced AI algorithms and optimizing infrastructure to manage high transaction volumes efficiently.
  • They also focus on improving governance frameworks for robust data security and compliance across various applications and are developing remote Data Cloud features to support large-scale customers in managing multiple Salesforce instances more effectively.
  • Additionally, they aim to improve the developer experience by enabling both internal and external app developers to use the Data Cloud platform through a variety of libraries, toolkits, and utilities.
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BrowserStack Newsletter July 2024

Browserstack | By BrowserStack Team

July 25, 2024

Backend
Coding
  • This edition of BrowserStack's newsletter highlights new features and updates to its platform for automation testing.
  • A partnership with Selenium ensures continued support for users, while Quality Gate allows automatic merging or deployment of PRs based on build verification.
  • Test Observability has been updated with Jira On-Premise Integration, allocation of test executions across teams, and filters for Custom Views.
  • Test Management also has new features like linking to Jira issues, API support for creating and updating test cases, and Geo Region Restriction for compliance.
  • The newsletter also mentions upcoming events on WCAG compliance and Low-Code Automation, as well as the BrowserStack Champions community and meet-ups in various cities.
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A Day in the Life of a Reddit SWE Intern in NYC

Reddit | By /u/sassyshalimar

July 22, 2024

Backend
Algorithms
  • The author, Alex Soong, is a software engineering intern at Reddit's NYC office and shares their experiences working on the Tech PMO Solutions team, which builds an internal tool called Mission Control that tracks initiatives across the company.
  • They describe their typical day, including grabbing coffee, planning tasks, and coding in Python and Typescript, as well as enjoying free lunch and socializing with fellow interns in "Snootern Village".
  • The author also talks about their internship project to create data visualizations for metrics on initiative progress and implementing them into Mission Control.
  • Throughout the summer, they've had opportunities to meet and chat with Snoos in different roles across the company, learn from people who have come before them, and participate in fun events organized by the Emerging Talent team, which has made their experience at Reddit "one of the most fruitful decisions" they've made in life.
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How we leveraged distilabel to create an Argilla 2.0 Chatbot

HuggingFace

July 16, 2024

AI
Backend
  • This article provides a detailed guide on how to build a chatbot using the Argilla SDK and fine-tune a model.
  • It also explores strategies for improving the quality of responses. ** ## TL;DR This tutorial walks you through the process of creating a chatbot using the Argilla SDK.
  • The article also covers strategies for enhancing the quality of responses.
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Mistral AI and NVIDIA Unveil Mistral NeMo 12B, a Cutting-Edge Enterprise AI Model

Nvidia | By Kari Briski

July 18, 2024

AI
Backend
  • Mistral AI and NVIDIA have created a new state-of-the-art language model called Mistral NeMo12B that can be easily customized and deployed for various applications such as chatbots, coding, and summarization.
  • This model combines Mistral AI's expertise in training data with NVIDIA's optimized hardware and software ecosystem to provide high performance and accuracy.
  • With its ability to process complex information coherently and accurately, Mistral NeMo is ideal for enterprise use cases and can be easily deployed anywhere using NVIDIA's NIM inference microservice, which provides performance-optimized inference and enterprise-grade security and support.
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AI, Go Fetch! New NVIDIA NeMo Retriever Microservices Boost LLM Accuracy and Throughput

Nvidia | By Erik Pounds

July 23, 2024

Web
Performance
Cloud
AI
Backend
  • NVIDIA has announced four new NeMo Retriever NIM microservices to help developers efficiently fetch and generate accurate data for their AI applications.
  • These microservices are designed to enable enterprises to build highly accurate AI agents that can accurately answer questions, identify security vulnerabilities, and extract insights from complex supply chain information.
  • The microservices come in two types: embedding and reranking models, which can be combined to create a pipeline that ensures the most helpful and accurate results for enterprise applications.
  • By using NeMo Retriever NIM microservices, developers can access state-of-the-art open and commercial models for building text Q&A retrieval pipelines that provide the highest accuracy.
  • The microservices are now generally available and can be used with other NVIDIA NIM microservices to build a wide range of AI applications, including intelligent chatbots, data-driven analytics, and more.
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Today’s industrial revolution calls for an organization to match

Mckinsey

July 23, 2024

AI
DevOps
  • The biggest innovation of the industrial age isn't the steam engine or the internet, but rather the modern business company itself.
  • However, few companies have truly cracked the code to maintain high performance over the long run, with the average lifespan of a company on the S&P 500 index down to just 21 years.
  • To address this issue, companies need to make eight mutually reinforcing shifts that strengthen people, processes, and technology in tandem.
  • These shifts include turning nonstandard work into business as usual, empowering employees, making expertise available to all via apps, using activity-based analytics to drive performance, remastering processes, reshaping production networks with control centers, industrializing capability building, and orchestrating the ecosystem.
  • By understanding and shaping their role in the ecosystem, developing visionary leaders, defining and investing in a tech stack, assessing capability needs, and working in teams rather than pyramids, companies can prepare for these shifts and accelerate productivity growth.
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The 7 best cold email software options in 2024

Zapier | By Dylan Reber

July 22, 2024

AI
  • There are many cold email tools available, but some notable ones include lemlist with its impressive lead database and great customer service, Salesforce with unlimited email warm-up and AI toolset, Autoklose with built-in prospect database and sales tracking functionality, Reply with AI sales development representative agents, Snov.io with strong multichannel outreach capabilities, SmartReach with an AI assistant for generating subject lines and bodies, and MailRush.io with templates for various email outreach campaigns.
  • To get the best results from these tools, you may also need to pair them with other apps such as lead enrichment services like Clay or Cognism, chatbots like ChatGPT and Gemini, and CRMs that integrate well with Zapier to automate your workflows.
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Understanding the European Accessibility Act (EAA) and Digital Accessibility in Europe

Browserstack | By BrowserStack Team

July 25, 2024

Web
  • The European Accessibility Act (EAA) is a law passed in 2019 to ensure people with disabilities have equal access to digital services and products.
  • It applies to all businesses trading in the EU, including public sector bodies, private companies, manufacturers, service providers, educational institutions, healthcare services, and even companies headquartered outside the EU that sell goods or services within the EU.
  • The law requires these entities to make their digital platforms accessible to people with disabilities by June 28th, 2025.
  • To achieve this, organizations must follow guidelines set by the Web Content Accessibility Guidelines (WCAG) 2.1, which has three levels of conformance: A, AA, and AAA.
  • Level AA is considered a strong approach for compliance.
  • The law also provides exceptions for microenterprises with fewer than 10 employees and an annual turnover of less than €2 million, as well as cases where compliance would impose an undue burden.
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Testing the EV ecosystem [part two]

Thoughtworks | By Usman Sule, Kevin Kristianto

July 18, 2024

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How to Use Enhanced Enums in Dart – Explained With Code Examples

freeCodeCamp | By Daniel Asaboro

July 22, 2024

  • When using enums in coding, it's best to store them as strings instead of integers or directly in storage.
  • This makes your code more understandable and less prone to mistakes.
  • To do this, you map the string back to the corresponding enum value when loading the data.
  • For example, if you have an enum called "color" with values "red", "blue", and "green", store them as strings instead of numbers.
  • This approach helps keep your code organized and easy to maintain.
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How to implement a date picker in React

Refine.dev

July 22, 2024

Web
  • We need to create a new component called SecondDatePicker with a property that allows it to select the end date of a range.
  • This component should get its values from the state and update two other properties called selectedDate and endDate with the chosen end date.
  • The article is about creating date pickers in React using the 'react-datepicker' package, discussing how to create basic date pickers and implementing more advanced features for practical use.
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Data Cloud’s Lightning-Fast Migration: From Amazon EC2 to Kubernetes in 6 Months

Salesforce | By Scott Nyberg

July 22, 2024

DevOps
Backend
Hardware
  • A company used various strategies to optimize resource utilization in their new Kubernetes environment and improve overall system performance.
  • These included implementing horizontal pod autoscaling, adjusting instance types, setting up resource requests and limits for each pod, and using a Kubernetes cluster autoscaler.
  • The team also employed effective methods to manage resources during the migration project, such as prioritizing critical tasks, fostering collaboration across teams, enhancing global communication, receiving support from Data Cloud teams, and holding regular check-ins and feedback sessions.
  • As a result, they achieved significant cost savings of 54% and completed the migration in six months for canary environments and nine months for all environments.
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Risky Biz Podcast: How Socket Goes Beyond Vulnerabilities to Tackle Modern Supply Chain Attacks in Open Source Software

Socket.dev | By Sarah Gooding

July 22, 2024

DevOps
  • The Risky Business podcast discussed how traditional methods of tracking vulnerabilities in open-source software have limitations, such as failing to account for backdoors and malware that aren't officially documented.
  • Socket CEO Feross Aboukhadijeh talked about how his company addresses these issues by continuously monitoring all major open-source ecosystems in real-time using advanced analysis and machine learning, which helps detect malicious behaviors that conventional tools might miss.
  • This approach identifies around 100 supply chain attacks each week and provides solutions to mitigate risks associated with internal package mirrors that can harbor and distribute malicious packages.
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WWDC 24: Running Mistral 7B with Core ML

HuggingFace

July 22, 2024

Mobile
AI
Backend
Blockchain
Hardware
Coding
  • Apple has released new features for Core ML at WWDC'24, including Swift Tensor, Stateful Buffers, New Quantization Techniques, and Multifunction Support.
  • A team of developers converted a large language model called Mistral 7B to run on Apple devices using these features, making it possible to run the model efficiently with less than 4GB of memory on Macs.
  • The conversion process involves tracing the model, preparing its state, converting it to Core ML, and compressing it for better performance.
  • The converted model is then available for use in Swift or Python, allowing developers to integrate AI capabilities into their apps easily.
  • Apple encourages developers to explore these features and convert other models to make AI more accessible and user-friendly.
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10 fun facts about emoji for World Emoji Day

Android | By Molly McHugh-Johnson

July 17, 2024

  • Google wants to celebrate World Emoji Day by showing off some new features on Emoji Kitchen, where you can combine emojis to make fun and unique creations.
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Squarespace Domain Hijacks Enabled by Email Address Exploit on Migrated Accounts

Socket.dev | By Sarah Gooding

July 16, 2024

Security
Blockchain
Network
  • Squarespace bought Google Domains, which led to a big security problem.
  • Hackers could easily take over domain names because Squarespace's system had a weakness.
  • This allowed them to control websites, emails, and even access sensitive information.
  • Many important companies, especially in cryptocurrency, were affected.
  • While Squarespace has tried to fix the problem, it highlights how important it is to protect your domains with strong passwords and two-factor authentication.
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How Athena Intelligence optimized research reports with LangSmith, LangChain, and LangGraph

Langchain | By Ankush Gola

July 22, 2024

AI
  • Athena Intelligence, an AI-powered analytics platform, transformed its development process by using three tools: LangChain, LangGraph, and LangSmith.
  • These tools allowed Athena to create a powerful platform that automates time-consuming data tasks, generates high-quality reports, and democratizes data analysis for both data scientists and business users.
  • By using LangChain's interoperability, Athena was able to swap in different models and build their AI apps without being dependent on any one model provider.
  • They also used LangGraph to orchestrate complex custom agent architectures, enabling them to create production-ready agent architecture with low-level controllability.
  • Meanwhile, LangSmith helped Athena rapidly iterate during the development process, optimize their prompts, and monitor performance in production, saving countless hours for their developers and making tasks feasible that would have been otherwise unfeasible.
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Samplable Anonymous Aggregation for Private Federated Data Analytics

Apple ML Research

July 18, 2024

Security
  • Researchers are trying to develop private data sharing protocols where individual devices don't have to trust a central server with their sensitive information.
  • They've created two types of algorithms for this: locally differential private ones that are easy to trust but limited in what they can do, and centrally differential private ones that offer more capabilities but require a trusted central server.
  • To bridge the gap between these two approaches, scientists are designing new cryptographic tools that allow devices to share data securely without trusting a central authority.
  • They've proposed a new primitive called Samplable Anonymous Aggregation that efficiently combines multiple inputs into an aggregate result while maintaining user privacy, and have also designed a system architecture that implements this tool and analyzed its security features.
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PINE: Efficient Norm-Bound Verification for Secret-Shared Vectors

Apple ML Research

July 17, 2024

  • In a situation where many people are contributing to a shared calculation without revealing their individual information, it's crucial to ensure each contribution is correct and reasonable in size.
  • The problem is that current methods either require too much data exchange or can only check if the contribution is approximately within the allowed limit.
  • A new approach called PINE has been developed to solve this issue by allowing exact verification of the contribution size with a relatively small amount of exchanged data, making it suitable for high-dimensional vectors.
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Meet Chrono, our scalable, consistent, metadata caching solution

Dropbox | By Lihao He,Ganesh Rapolu,Yu-Wun Wang

July 25, 2024

Backend
  • The Chrono system helps prevent serving stale data by keeping track of when changes were made to data stored on other systems, called Panda and Memcache.
  • When a user wants to read or write data, they first check with Chrono to see if the data they're looking at is up-to-date.
  • If it's not, they retrieve the latest version from storage instead of serving old data.
  • This process ensures that users always get the most recent information, and allows different components of the system to be scaled independently without affecting each other.
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How to Build a Quantum Artificial Intelligence Model – With Python Code Examples

freeCodeCamp | By Tiago Monteiro

July 23, 2024

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Data Science Spotlight: Cracking the SQL Interview at Instacart (LLM Edition)

Instacart | By Monta Shen

July 24, 2024

Database
AI
  • Instacart's Data Scientists need a unique combination of skills, including business acumen, analytical, communication, and technical skills.
  • Traditionally, their SQL interview tested these skills by asking them to write live code to answer questions, but this method has become ineffective with the rise of Large Language Models (LLMs).
  • Now, Instacart is rethinking its SQL interview process to better reflect on-the-job workflows, which involve using AI to automate tasks.
  • Instead of writing code, candidates may be asked to translate insights into prompts for a SQL query, explain and debug LLM-generated SQL outputs, or identify ways to make a sample SQL query more efficient.
  • This new approach will give the team a better understanding of candidate skills and help them up-level their Data Science team.
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What's new in WCAG 2.2

Browserstack | By BrowserStack Team

July 25, 2024

Web
DevOps
Security
Algorithms
  • The Web Content Accessibility Guidelines (WCAG) are important for making websites usable by everyone.
  • WCAG 2.2 is an update to previous versions that focuses on improving accessibility for people with cognitive and learning disabilities, low vision, and those using mobile devices.
  • It has three levels of conformance: A, AA, and AAA, with AAA being the most stringent.
  • The guidelines are based on four key principles: perceivable, operable, understandable, and robust.
  • WCAG 2.2 introduces nine new success criteria, such as ensuring focus indicators are not hidden by content and interactive elements are large enough to be easily activated.
  • To achieve compliance, developers can use automated tools, continuous monitoring, and reporting, and follow guidelines like using sufficient color contrast and providing consistent help options.
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Three considerations for building an effective tech resiliency program

McDonald's Tech Blog | By Global Technology

July 23, 2024

DevOps
  • McDonald's Global Technology organization is transforming its traditional disaster recovery practice into a business resiliency program to address changing technology needs.
  • The team focuses on creating light, agile, and flexible recovery plans that are easy to use, accessible, and inclusive for everyone.
  • To achieve this, they use various tools like Datadog with near push-button deployment, which helps manage health metrics of services and provides visibility into dependencies between key digital capabilities.
  • They also prioritize accessibility, ensuring that the tool suite works with assistive technology, such as screen-radar technology for color blindness and limited strength or mobility.
  • The goal is to weave resiliency throughout the larger McDonald's community, not just within Global Technology, by sharing knowledge and best practices through events like Resiliency Community Day, which brought together colleagues from across corporate functions.
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AWS VP of AI and data on computer vision research at Amazon

Amazon Science

July 19, 2024

Web
Cloud
AI
Backend
Algorithms
  • At Amazon's Computer Vision and Pattern Recognition Conference (CVPR), Swami Sivasubramanian gave a keynote address on computer vision at scale, highlighting various applications of AI-powered computer vision within the company.
  • These include the Amazon Ads Image Generator, which uses AI to create visually appealing ads for advertisers; Amazon One, a contactless payment system that recognizes customers' palms using infrared light and proprietary algorithms; and NFL Next Gen Stats, which tracks RFID chips embedded in players' shoulder pads to provide insights during Thursday Night Football.
  • The company also showcased its AWS ML stack, which enables developers to build intelligent applications and leverage AI-enabled services, including Amazon Rekognition, a fully managed service that uses machine learning to automatically extract information from images and video files.
  • Additionally, the company demonstrated its commitment to responsible AI development and deployment through features such as invisible watermarks and a new method for assessing "hallucinations" in generative models.
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Open Source at The United Nations: Reflections on the OSPOs For Good Symposium and “What’s Next?” Workshops

Linux Foundation | By Nithya Ruff

July 16, 2024

  • The speaker attended the OSPOs for Good 2024 conference at the United Nations, where open source leaders and governments came together to explore how open source software can help solve global problems.
  • The speaker shared a brief history of open source, from its beginnings in the 1980s as a way to create free and collaborative software, to its widespread adoption today in cloud computing, internet infrastructure, and digital transformations in industries like media, retail, and finance.
  • Open source has become a critical component of global infrastructure, with governments now taking steps to ensure secure development and use of open source software through regulations such as the EO 14028 and the Cyber Resilience Act.
  • The UN recognizes the power of open source not just for its technology, but also for its ability to bring people together to collaborate on problems that affect the world.
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5 things you should automate today

Zapier | By Krystina Martinez

July 24, 2024

Web
  • Zapier helps you automate tasks so you can focus on what matters most to you.
  • You likely spend too much time manually moving information from one app to another, which is where automation comes in - it saves you time, reduces human errors, and improves efficiency overall.
  • Zapier integrates with over 6,000 apps and allows you to build secure automated systems for your business-critical workflows across your organization's technology stack.
  • You can use Zapier to automate tasks such as notifying your team about new leads or customers, automatically creating and tracking calendar events, consolidating information in a spreadsheet or database, and streamlining your social media by reposting content from one platform to another.
  • By automating these tasks, you'll free up time for more important things.
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How to Fetch Data in React with useSWR

Refine.dev

July 19, 2024

Web
Backend
  • To make web applications run more smoothly and efficiently, you can use SWR (SWR Library) to cache data without constantly revalidating it.
  • This can be achieved by setting reasonable cache intervals based on how often your data changes, using conditional fetching to avoid unnecessary requests, and combining SWR with other state management libraries as needed.
  • By implementing these caching strategies, users will have a better experience in your application, and you can improve its performance.
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API naming principle: If there is no direct object, then the direct object is the source object

Microsoft Devblogs | By Raymond Chen

July 24, 2024

  • When naming methods, it's common for them to start with a verb followed by a direct object, which is the thing being operated on or produced.
  • For example, "Set Color" sets the color and "Get Associated Doodad" gets the associated doodad.
  • The direct object can be implied if no specific object is mentioned, such as in "Toggle", where it's understood that the toggle is operating on the widget itself.
  • It's essential to clearly convey what a method does through its name, avoiding confusion like naming a method to delete a listener when its intended purpose is actually to create one.
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Software Architecture in an AI World

Oreilly | By Mike Loukides

July 23, 2024

Performance
AI
Backend
Robotics
Algorithms
  • Generative AI has changed the landscape of software design and architecture, but it's not a replacement for traditional architectural practices.
  • Software architects must now consider how to work with AI systems that can make decisions, take actions, and produce results on behalf of users, while ensuring safety and security.
  • This requires understanding new patterns such as retrieval-augmented generation (RAG), choice of experts, agents and agent workflows, and interfaces and experiences.
  • Architects must also navigate the challenges of dealing with unstructured human language, protecting data and preventing information from leaking or being misused, and designing user experiences that are intuitive and trustworthy.
  • Ultimately, generative AI requires architects to "embrace the weirdness" of systems that can behave unpredictably, argue rather than answer questions, and synthesize new insights, while still maintaining control over their design and functionality.
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git switch and git checkout – How to switch branches in git

Refine.dev

July 16, 2024

Coding
  • When working on projects with multiple branches, it's essential to switch between them efficiently using Git commands like `git checkout` and `git switch`.
  • The `git checkout` command can switch between local and remote branches, reset tracked paths, or create a new branch.
  • However, it can also get complicated when dealing with unmerged changes or file conflicts.
  • To troubleshoot these issues, you can use `git stash` to temporarily store changes, force checkout to discard changes, or commit and modify commits in Git.
  • When switching branches using `git switch`, it separates the "switch branch" feature from restoring working tree files, making it easier to manage branches and their associated files.
  • Additionally, regular branch cleanup, creating lightweight branches, rebasing instead of merging, tracking large file changes with Git LFS, monitoring repository performance, and using shallow clones can help improve efficiency and reduce performance issues in branch management.
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Building Industry IoT and M2M Solutions With Databricks for Communications

Databricks

July 23, 2024

  • The communications industry is changing quickly due to new technologies and shifting customer needs.
  • Companies that provide communication services are working on creating different solutions to meet these changes and stay competitive.
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How tackling a client’s technical debt improved system resilience and delivered commercial impact

Thoughtworks | By Mariana S.Thiago, Fredrik Delin

July 24, 2024

  • A company had a big problem with technical debt, which means they had old and inefficient code that was causing problems and making it hard to make changes.
  • They decided to tackle this debt by fixing the code and improving their system's resilience, or ability to withstand problems when they arise.
  • This effort not only made their system more stable and reliable but also led to commercial benefits, such as increased efficiency and reduced costs.
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A retail dynasty chief, a pioneer in statins, and a renowned crossword editor

Mckinsey

July 25, 2024

  • The article highlights several leaders who made significant decisions and showed determination to achieve their goals, resulting in lasting impacts on society.
  • Bruce Nordstrom, the president of the Nordstrom department store chain, continued his family's tradition of joint corporate governance, while Nancy Schuster turned her childhood hobby into a career as New York Times crossword editor.
  • James Lawson Jr., a civil rights leader, learned from Gandhi's approach to social justice and imparted those lessons to others.
  • Additionally, William Anders took a risk by using color film to capture the view of Earth from space, resulting in an iconic photo that brought hope to a challenging era.
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Airbyte Connector Builder: Undo/Redo Feature | Airbyte

Airbyte

July 19, 2024

Security
  • The new update to the Airbyte Connector Builder makes it easier to work on connectors by allowing you to undo and redo changes with just a click or keyboard shortcut.
  • For example, if you change your authentication method from a bearer token to an API key but want to go back to the original setting, you can use the undo button or Command + Z (or Ctrl + Z) to revert the change.
  • You can also test your connector immediately using the Command + Enter shortcut, saving time and reducing errors in the development process.
  • This update makes working on connectors more intuitive and efficient, making it a great tool for developers.
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How Figma’s Web Experience team used Notion to plan Config

Notion | By Ricky Ramsaran

July 11, 2024

Web
  • This article explains how Figma's Web Experience team used Notion to successfully plan their big annual conference, Config.
  • They found that Notion helped them centralize all their information, connect different tools, automate updates, and keep everyone on the same page.
  • By using Notion's features like databases, integrations, and automation, they were able to streamline their workflow, reduce errors, and make planning a more enjoyable experience for the team.
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Heroku CLI v9: Infrastructure Upgrades and oclif Transition

Heroku | By Anush DSouza

July 24, 2024

  • Heroku has released a new version of its Command Line Interface (CLI), v9.0.0, which brings significant improvements to how users interact with Heroku services.
  • The update includes a new platform called oclif, which streamlines contributions and iteration processes, and allows for more consistent command behavior.
  • This change affects only the core Heroku CLI commands and doesn't impact plugins or separate commands.
  • Users can expect changes in output formatting, updated flags, and deprecated commands removed, but overall the upgrade aims to provide a more reliable and efficient experience, paving the way for future innovations.
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Unlocking True Water Risk Assessment Worldwide

Databricks

July 17, 2024

  • There's a solution being offered that helps accurately assess water risks across various industries such as insurance, finance, and public safety.
  • This solution provides tools and resources, including downloadable notebooks, to help people understand and manage water-related risks more effectively.
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Tracing the path to self-adapting AI agents

Microsoft Research | By Alyssa Hughes

July 25, 2024

Web
AI
Backend
  • Researchers at Microsoft and Stanford University have developed a new framework called Trace, which allows AI systems to adapt automatically using various feedback types.
  • This innovation enables AI agents to learn from their experiences and improve themselves without needing extensive engineering or hand-tuning.
  • Trace can optimize not only code but also other parameters like prompts and hyperparameters in AI systems.
  • The researchers demonstrated the effectiveness of Trace by applying it to a variety of tasks, including building an AI agent for the classic Battleship board game, training a super-fast reinforcement learning agent for robot control, and optimizing multi-agent LLM systems for solving complex household tasks.
  • The results show that Trace can significantly improve the performance of AI agents and unlock their full potential.
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TGI Multi-LoRA: Deploy Once, Serve 30 Models

HuggingFace

July 18, 2024

Cloud
AI
Backend
Hardware
Algorithms
  • Multi-LoRA serving is a way to deploy multiple AI models using just one base model and many small adapters called LoRAs.
  • This makes it easier and cheaper to manage multiple specialized models by reducing operational overhead while maintaining or even enhancing performance across diverse tasks.
  • By dynamically applying fine-tuned adapters, organizations can choose the right model for each task without having to deploy a new model for each use case.
  • This approach is especially useful when dealing with varying usage patterns, as it allows for more stable and manageable scaling.
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How to Conduct a Good Technical Interview

Hackerrank | By Nicole Littlejohn

July 23, 2024

Web
Backend
Coding
  • To conduct a good technical interview, start by thoroughly understanding the job requirements and key skills needed for the role, such as specific programming languages or frameworks.
  • Prepare relevant questions that assess both theoretical knowledge and practical skills, including coding challenges and real-world problem-solving scenarios.
  • Create a comfortable environment where candidates feel at ease by setting a positive tone, minimizing stress, and providing clear instructions.
  • Focus on evaluating problem-solving skills using real-world problems, observe the candidate's approach to solving problems rather than just the final solution, and assess soft skills like communication and teamwork.
  • Finally, provide constructive feedback after the interview, solicit candidate feedback to improve the process, and continually review and refine the interview process based on outcomes and feedback.
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Ensuring Quality Forecasts with Databricks Lakehouse Monitoring

Databricks

July 18, 2024

  • Forecasting models are important for businesses to predict what will happen in the future, but they only work as well as the information they're based on.
  • If the data used is good quality and accurate, the predictions will be too.
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How Salesforce’s New Speech-to-Text Service Uses OpenAI Whisper Models for Real-Time Transcriptions

Salesforce | By Scott Nyberg

July 25, 2024

AI
  • Salesforce's Speech-to-Text (STT) service uses machine learning models to transcribe audio and video calls into text in real-time.
  • To ensure high-quality performance, STT runs daily benchmarks on datasets like LibriSpeech ASR Corpus, measuring metrics such as accuracy and latency.
  • Ongoing research focuses on integrating unstructured data from platforms like Zoom, Google Meet, and MS Teams into analytics platforms for advanced AI-driven insights.
  • User feedback is collected through multiple channels, including a public Slack channel, behavioral data analysis, and the Salesforce Grand Unified System, which informs future development to meet customer needs.
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What’s New at Socket: Introducing Our Product Changelog

Socket.dev | By Sarah Gooding

July 25, 2024

Web
  • We've launched a new tool called the Product Changelog to keep you informed about all the changes and improvements we make to Socket.
  • This includes new features, faster performance, bug fixes, and more.
  • You can find out what's new on this dedicated page, which is updated regularly with information on feature updates, improvements, and fixes.
  • We want to make sure you're always in the loop so you can take full advantage of everything that's new and help us make Socket even better!.
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Abstracts: July 18, 2024

Microsoft Research | By Alyssa Hughes

July 18, 2024

  • A podcast called Abstracts ended with music and mentioned that more information can be found on arXiv or on Microsoft Research, where it originally appeared.
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Unexpected token in JSON at position 0 error

Refine.dev

July 18, 2024

  • JSON (JavaScript Object Notation) is a way of storing and exchanging data between different systems, represented as human-readable text.
  • If you get an error message saying "unexpected token" when trying to parse JSON, it means something went wrong while reading or interpreting the data, but don't worry, common issues can be fixed by checking for missing commas, quotes around keys and values, or matching brackets and parentheses in your JSON code.
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Get started using Claude 3.5 Sonnet with audio data

Assembly AI | By Patrick Loeber

July 19, 2024

AI
Backend
  • The tutorial teaches how to use Claude 3 models with audio data using AssemblyAI's LeMUR framework.
  • It explains that language models only work with text data, so you first need to transcribe the audio data using a Transcriber function from AssemblyAI.
  • Then, it shows how to use three different Claude 3 models - Sonnet, Opus, and Haiku - for tasks like summarizing podcasts, asking questions, and generating action items.
  • Each model has its strengths, with Sonnet being the most intelligent but expensive, Opus handling complex analysis, and Haiku being fast and cheap.
  • The tutorial provides code examples for using these models and shows how to extract information from transcripts.
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Data-driven model improves accuracy in predicting EV battery degradation

Microsoft Research | By Alyssa Hughes

July 16, 2024

AI
DevOps
Backend
  • Nissan and Microsoft Research Asia collaborated to develop a machine learning method that predicts battery degradation with high accuracy, significantly bolstering Nissan's battery recycling efforts.
  • The team aimed to extend the lifecycle of electric vehicles (EVs) and batteries from 10 years to over 15 years, reducing CO2 emissions.
  • They used data-driven models that analyze diversified features derived from degradation patterns in voltage-capacity curves during charging and discharging cycles.
  • This method improves accuracy by approximately 80% with Nissan's simulation data and by over 30% with real-world experimental data, making it more efficient in predicting battery health compared to existing methods.
  • The collaboration showcases the potential of AI technologies in the EV sector for optimizing battery life, enabling smarter driving, discovering new materials, and accelerating progress toward sustainable development goals.
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Decoding How AI-Powered Upscaling on NVIDIA RTX Improves Video Quality

Nvidia | By Brian Choi

July 17, 2024

AI
  • NVIDIA's RTX platform uses AI to improve video quality by removing artifacts and upscaling lower-resolution videos to match the user's display resolution.
  • This process, called RTX Video Super Resolution, can enhance all video watched on browsers and even low-bitrate Twitch streams, making them look stunningly clear.
  • The technology is available on GeForce RTX 40 and 30 Series GPUs and RTX professional GPUs, and is also supported in popular video apps like VLC.
  • Additionally, RTX Video now supports AI HDR, which can turn standard or low-dynamic-range content into high-dynamic range (HDR) with greater detail in darker and lighter areas of images.
  • This technology is not only available on NVIDIA's own GeForce NOW cloud streaming service but also on other devices such as the NVIDIA SHIELD TV, which can process AI neural networks to upscale 1080p-quality or lower content from nearly any streaming platform to a display's native resolution.
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Unleash the Dragonborn: ‘Elder Scrolls V: Skyrim Special Edition’ Joins GeForce NOW

Nvidia | By GeForce NOW Community

July 25, 2024

Hardware
Algorithms
  • This week on NVIDIA GeForce NOW, you can play The Elder Scrolls V: Skyrim Special Edition, which includes all-new features and remastered art, as well as other games like World of Warships and Conscript.
  • Members who complete a quest in World of Warships can earn up to five one-day Priority codes.
  • Additionally, new games joining the GeForce NOW library include Cataclismo, CONSCRIPT, F1 Manager 2024, EARTH DEFENSE FORCE 6, The Elder Scrolls V: Skyrim, Gang Beasts, Kingdoms and Castles, and The Settlers: New Allies.
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AI Lab: The secrets to keeping machine learning engineers moving fast

Facebook

July 16, 2024

AI
  • Meta's AI Lab tool helps improve machine learning efficiency by simulating real-world data to test and train AI models quickly.
  • The goal is to find the right balance between identifying true positives (correct predictions) and false positives (incorrect predictions), with a threshold set based on industry-specific needs, such as having fewer than one false positive per week.
  • By collaborating with the community, Meta hopes to improve tools like AI Lab and optimize metrics like how quickly AI models can respond to requests.
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Primary Key and Foreign Key constraints are GA and now enable faster queries

Databricks

July 24, 2024

Backend
  • Dataricks has released new features called Primary Key and Foreign Key constraints, which are now available for use starting with Databricks Runtime version 15.2.
  • These constraints help keep data organized by ensuring that certain rules are followed when storing and linking related pieces of information in a database or table.
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How do you select the best enterprise data storage solution for your business?

Canonical | By Philip Williams (Philip Williams)

July 25, 2024

AI
Security
Backend
Hardware
  • When choosing a storage system, it's essential to consider several factors such as operations per second (speed), response time, bandwidth, scalability, reliability, and flexibility.
  • Different use cases have different requirements, for example, databases need fast response times while video editing requires high bandwidth.
  • Storage systems can scale up or out, with scale-out systems offering more performance along with capacity growth.
  • Modern storage systems prioritize data safety through technologies like mirroring and erasure coding, ensuring high availability even in case of hardware failures.
  • A good storage system should be able to accommodate various workloads, allowing for easy migration between different classes of storage.
  • When comparing solutions, focus on the features that are crucial for your needs, and consider cost efficiency by not overbuying capabilities you don't need.
  • Open-source options like Ceph offer a viable alternative to proprietary arrays, providing scalability, flexibility, and cost-effectiveness.
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Jira vs. ServiceNow: Which is best? [2024]

Zapier | By Bryce Emley

July 21, 2024

AI
  • Jira and ServiceNow are two powerful project management tools with AI capabilities.
  • Jira's Atlassian Intelligence offers a suite of AI tools that can help users organize issues, find documentation, suggest responses, and even provide feedback on decisions.
  • While Jira is more flexible and easier to implement, ServiceNow is a rich and powerful ITSM (IT Service Management) tool that outperforms Jira in terms of functionality but requires a bigger commitment and may be harder to get buy-in for.
  • Ultimately, the choice between Jira and ServiceNow depends on whether you need a flexible option for core IT needs or a more focused and richer ITSM product.
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Introducing Refreshes: Reimport Historical Data with Zero Downtime | Airbyte

Airbyte

July 19, 2024

Backend
Algorithms
  • Airbyte has improved its data movement tool by introducing Refreshes, which allows re-importing of historical data without downtime.
  • This feature replaces Resets and eliminates the two-step process of clearing existing data and then syncing new data, instead combining both steps into one job.
  • The new Refresh functionality includes three modes: Clear, Refresh and Remove, and Refresh and Retain.
  • The Clear mode erases all data in the destination, while the other two modes retain or remove data based on its generation ID, which tracks how many times a record has been re-imported.
  • This feature provides greater flexibility and clarity in managing data re-imports and enables advanced data observability features to track and manage data changes more effectively.
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Addressing Fragmented UI(s) with Micro Frontends

Flipkart | By monika maheshwari

July 24, 2024

Backend
  • The company is trying to solve some technical issues by sharing common libraries and style guides across teams, and also by moving each application from one shared resource to its own separate resource.
  • This will make it easier for teams to maintain their own apps and make changes quickly without affecting others.
  • By breaking down the large front end into smaller, manageable parts (called micro frontends), they can improve the user experience, speed up feature delivery, and try out new technologies.
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What is multimodal AI? Large multimodal models, explained

Zapier | By Harry Guinness

July 24, 2024

Web
AI
Algorithms
  • Large language models (LLMs) are super powerful AI models that can do many things humans can, like understanding and generating text.
  • However, they still have limitations and can't understand different types of inputs, like images or audio, on their own.
  • This is where multimodal AI comes in - it's a new type of LLM that can handle multiple inputs, like text, images, and video.
  • Multimodal models are trained on huge amounts of data from all sorts of sources, not just text, so they can learn to recognize patterns and do things like identify objects in images or translate languages.
  • They're being used for all sorts of tasks, like generating code, creating designs, and even diagnosing medical conditions.
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Improving LLM pretraining with better data organization

Amazon Science

July 22, 2024

Cloud
Hardware
Algorithms
  • Large language models (LLMs) are trained on thousands of documents at once by concatenating them into a superdocument and then dividing it into sequences that match the model's context length.
  • However, this process often results in unnecessary truncations, which can lead to errors such as undefined names, ungrounded content, and missing knowledge.
  • To address this issue, researchers proposed an innovative document-processing strategy called best-fit packing, which optimizes document combinations to eliminate these truncations while minimizing the number of training sequences.
  • In experiments, they found that models trained with best-fit packing performed better on six downstream tasks, including reading comprehension, natural-language inference, and program synthesis, by up to 16.8% and reduced closed-domain hallucination by up to 58.3%.
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Charmed OpenSearch Beta is here. Try it out now!

Canonical | By Michelle Anne Tabirao (Michelle Anne Tabirao)

July 19, 2024

Web
AI
  • Charmed OpenSearch is an open-source project where you can find tutorials and learn how to use it.
  • The team behind it needs your feedback to help them improve it, so feel free to share your thoughts or questions.
  • Charmed OpenSearch allows you to create future-proof AI applications using technologies like Large Language Models (LLMs) and Retrieval Augmented Generation (RAG).
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Instance Optimal Private Density Estimation in the Wasserstein Distance

Apple ML Research

July 23, 2024

Algorithms
  • Statisticians are trying to figure out how to accurately estimate population densities using samples, and one way to measure this accuracy is called the Wasserstein distance.
  • Researchers have come up with algorithms that can privately estimate these densities while also being efficient - meaning they don't waste resources on easy cases.
  • They've tested their methods on different types of distributions, like those over a single dimension or two dimensions, and found that their approach is optimal in both cases.
  • This means it's as good as having knowledge about the underlying distribution, without actually knowing what it is.
  • The researchers' work has implications for private learning and data analysis in various fields.
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What is Primitive Obsession?

freeCodeCamp | By Daniel Asaboro

July 23, 2024

Coding
  • Primitive obsession is when your code relies too much on basic building blocks called "primitives" to represent complex concepts like email addresses or phone numbers.
  • This can lead to problems like lack of validation, poor readability, and difficulty in maintaining and refactoring the code.
  • It's a sign that you're not using more robust data representations, which can be identified by looking for variables with special validation logic, comparison rules, and formatting rules.
  • To break away from primitive obsession, watch out for these signs and refactor your code to encapsulate the logic within dedicated types, making it easier to maintain and understand.
  • This approach is key to creating future-proof and readable code that's more intuitive for developers to work with.
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Why agents are the next frontier of generative AI

Mckinsey

July 24, 2024

Web
AI
DevOps
Algorithms
  • Generative AI (gen AI) agents have the potential to revolutionize business by automating complex tasks and workflows, freeing up humans to focus on high-level thinking and problem-solving.
  • These agents can use natural language to understand instructions, break down complex processes into executable steps, and interact with digital tools and data sources to complete tasks independently.
  • They can also learn from their experiences and improve over time.
  • However, there are potential risks associated with gen AI agents, including the possibility of producing inaccurate or misleading information, misusing tools, and creating trust issues between humans and agents.
  • To mitigate these risks, organizations should implement accountability measures, guardrails, and human oversight mechanisms to ensure that agent outputs can be explained and understood.
  • As gen AI technology continues to evolve, businesses will need to consider how to capture subject matter expertise, organize their data and IT systems, and deploy human-in-the-loop control mechanisms to balance autonomy and risk.
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Wave vs. QuickBooks: Which is best? [2024]

Zapier | By Luke Strauss

July 21, 2024

AI
Backend
  • Wave and QuickBooks are two popular accounting software options for small businesses, with Wave being free and QuickBooks having various pricing plans.
  • Both platforms offer easy invoicing functionality, but Wave's interface is more user-friendly.
  • QuickBooks has more features, including time tracking, mileage tracking, advanced reporting, and inventory management, which can be beneficial for medium to large businesses or growing small businesses.
  • However, these extra features come at a cost.
  • The choice between the two ultimately depends on your business needs and budget.
  • If you're a small freelancer or business with simple needs, Wave might be the better option.
  • But if you need more advanced features, QuickBooks might be worth the investment, especially if you already use TurboTax for tax purposes.
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How to build a LinkedIn marketing strategy from scratch

Zapier | By Liz Melton

July 20, 2024

  • Building a LinkedIn strategy involves creating a plan to engage with your target audience and showcase your company's expertise.
  • Start by defining your goals and identifying who you want to reach on LinkedIn, including partners, customers, and potential buyers.
  • You can leverage existing content such as blog posts, videos, and employee shoutouts to create campaigns that appeal to your target audience.
  • Use tools like hashtags, tagging, and emojis to make your posts more engaging, and consider using features like carousels, polls, and LinkedIn Live to boost engagement.
  • To execute your strategy, create a monthly plan with content slots for current events, customer content, and partner content, and use social media management tools to schedule your posts in advance.
  • Finally, measure the performance of your posts and adjust your strategy as needed to achieve your goals.
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How we detected GQL caching issues with an ESLint plugin

Hashnode | By Lakshya Thakur

July 22, 2024

Backend
Coding
  • Hashnode developed an ESLint plugin to help detect GraphQL caching issues and resolve them efficiently.
  • The plugin facilitates effective cache invalidation, reducing debugging time and improving overall development experience by identifying potential problems early on.
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Live Data Transfer: RDS to DynamoDB Made Easy

Swiggy | By ayushi garg

July 22, 2024

  • Moving data from an old database to a new one called DynamoDB was a complex task, but we managed it with minimal downtime by carefully planning and considering how to convert our data format, handle potential issues, and make sure everything worked smoothly.
  • This blog post shares what we learned and the strategies we used for a successful migration.
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How to use ChatGPT

Zapier | By Jessica Lau

July 23, 2024

Web
AI
DevOps
Coding
  • ChatGPT is a chatbot app built by OpenAI that can process text, image, and audio inputs using its GPT-4 models.
  • It can hold conversations, generate text for various occasions, brainstorm ideas, search the internet for information, analyze images, create charts and graphs, and translate natural language or design mockups to code.
  • To use ChatGPT, users can log in on the web or mobile app, enter their prompt, and interact with the response by editing, copying, or sharing it.
  • Users can also download the desktop app, which allows for voice functionality and image upload capabilities.
  • Additionally, users can build custom ChatGPTs with specific instructions or knowledge sources, and manage their data by turning off model training, deleting conversations, or archiving them.
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Meet us in Sydney and let’s talk about how you can navigate your AI journey

Canonical | By Andreea Munteanu (Andreea Munteanu)

July 25, 2024

AI
Backend
  • A upcoming executive AI workshop will help organizations assess their AI readiness and build architecture for GenAI projects using open source tooling.
  • The event will focus on key considerations and challenges when moving GenAI projects from experimentation to production, highlighting security risks and benefits of using tools like OpenSearch and Kubeflow.
  • Additionally, a future event will take place in the Asia-Pacific region, discussing industry challenges, advancements, and emerging trends with leaders from Dell Technologies and Firmusgrid Supercloud Pty Ltd.
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In my Visual Studio project, I set my Conformance mode to permissive, but it’s still not permissive

Microsoft Devblogs | By Raymond Chen

July 25, 2024

  • There's a problem with how the build system is set up, which causes it to turn off a feature called ConformanceMode before you want it to.
  • To get around this issue, you can move where the ConformanceMode property is specified in the command line, and that should fix the problem.
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Using pnpm on Heroku

Heroku | By Colin Casey

July 18, 2024

Web
Backend
Coding
Algorithms
  • To use pnpm with Heroku, you need a Heroku account and Node.js installed on your computer (version 18 or higher).
  • You'll also need to install Git and the Heroku CLI.
  • First, initialize a new pnpm project by enabling Corepack and using it to download pnpm and create a package.json file.
  • Then, use pnpm to add dependencies like Express to your project.
  • Create an app.js file that starts a web server, and a Procfile that tells Heroku how to start the application.
  • Initialize Git in your project directory, add and commit all files, create a new application on Heroku, and finally deploy by pushing your changes to Heroku.
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How to use ChatGPT for brainstorming

Zapier | By Hsing Tseng

July 24, 2024

AI
  • ChatGPT is a tool that can help brainstorm ideas and provide suggestions to get your creative juices flowing again.
  • To use it effectively, you need to engineer the right prompts by giving it specific instructions on what you want it to do, including context.
  • You can also customize ChatGPT's responses by tweaking its parameters, such as temperature, length, and frequency penalty.
  • Additionally, you can integrate ChatGPT with other tools like Slack, Trello, or Google Docs to automate the brainstorming process.
  • However, it's essential to understand that ChatGPT has limitations, such as not being able to do original research or replace human-to-human brainstorming sessions.
  • It's meant to be a supplemental tool to help you think in new directions and provide ideas to build upon.
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FourKites’ CEO on the value of digitization

Mckinsey

July 22, 2024

Performance
AI
DevOps
  • Matt Elenjickal, CEO of FourKites, discussed supply chain disruptions with McKinsey and emphasized the importance of digital simulations to mitigate shocks.
  • He stated that there's no one-size-fits-all playbook for handling disruptions, but having a clear picture of end-to-end supply chains, in-transit visibility, and inventory levels can help companies adapt quickly.
  • Elenjickal noted that most customers' supply chains are not digitized, with many still doing ocean bookings manually, creating opportunities to automate and collect data into one single pane of glass.
  • He also highlighted the need for seamless data sharing across parties, making IoT devices more affordable, and simplifying user experiences through generative AI (gen AI) as key areas for improvement in supply chains over the next decade.
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A New Standard in Open Source AI: Meta Llama 3.1 on Databricks

Databricks

July 23, 2024

  • We're teaming up with Meta to make new and improved models called Llama 3.1 available on Databricks, which will help make artificial intelligence more powerful and advanced.
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How to Use React's Context API – Tutorial with Examples

freeCodeCamp | By Danny Adams

July 22, 2024

Web
Coding
Algorithms
  • The React Context API is a feature that helps share data between components without passing props down through every level of the component tree.
  • This makes it useful for managing global state or variables needed by many components at different nesting levels.
  • It's particularly helpful when you have to pass data from a parent component to a deeply nested child component, which can be done using a context provider and a value prop.
  • Multiple contexts can also be created to store related data separately, improving app performance by preventing unnecessary re-renders of components.
  • The React Context API is best for small to medium-sized apps, while Redux is better suited for larger, more complex applications due to its single store, predictable state updates, and middleware support.
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The McKinsey Crossword: Heterological Words | No. 190

Mckinsey

July 23, 2024

  • You can play an interactive puzzle on this site or download and print it when you're ready to solve it.
  • New puzzles are available every Tuesday, and you can sign up to receive a reminder each week.
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Generative AI in healthcare: Adoption trends and what’s next

Mckinsey

July 25, 2024

AI
  • Generative AI (gen AI) is transforming the healthcare industry and many organizations are already pursuing or implementing its capabilities.
  • A survey found that over 70% of healthcare leaders are either using or testing gen AI tools, with most in the proof-of-concept stage due to considerations around returns, risks, and strategic priorities.
  • While some have started seeing a positive return on investment (ROI), others are waiting for measurable results.
  • Gen AI is expected to bring value in areas such as clinician productivity, patient engagement, administrative efficiency, and quality of care.
  • However, risk concerns top the list of challenges faced by surveyed leaders, including uncertainty around regulations, privacy, and clinical outcomes, highlighting the need for governance and mitigation strategies to ensure responsible usage.
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How to use ChatGPT to summarize an article

Zapier | By Jessica Lau

July 24, 2024

AI
  • To summarize articles with ChatGPT, first find the article you want to summarize and copy its URL or text into the chat platform.
  • Log in to OpenAI and paste the URL or text, then ask ChatGPT to summarize it.
  • You can specify the length of the summary by adding a character limit or range to your prompt.
  • However, keep in mind that ChatGPT's ability to summarize accurately is hit-or-miss, so it's essential to review its responses carefully.
  • Additionally, be aware of the limitations of summarizing articles with ChatGPT, including token limits and the potential for "plausible-sounding but incorrect" responses.
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How to create fake back-end using IndexedDB

Miro | By Andrey Ozornin

July 22, 2024

  • IndexedDB allows you to update existing elements using the `put` method, which will either update an existing element or create one if it doesn't exist.
  • You can also delete elements by their key using the `delete` method.
  • If there's no element with that key, it will trigger an error event.
  • Additionally, you can use `.clear()` to delete all entries in a store at once, but be careful as this cannot be undone.
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Databricks on Databricks: Kicking off the Journey to Governance with Unity Catalog

Databricks

July 23, 2024

AI
  • The Databricks Data Platform team uses its own technology to create a user-friendly and flexible platform for working with data and artificial intelligence, making it easier to manage and analyze large amounts of information.
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Byte-Sized Courses: NVIDIA Offers Self-Paced Career Development in AI and Data Science

Nvidia | By Andy Bui

July 19, 2024

AI
  • The rapid growth of AI has created new career opportunities for professionals across various industries.
  • To navigate this field, industry experts recommend leveraging tools and resources in addition to networking.
  • NVIDIA offers various programs and resources, including free software development kits, community resources, and specialized courses through the NVIDIA Developer Program.
  • The company also provides on-demand webinars, certifications, and educator programs through its AI Learning Essentials and Deep Learning Institute, covering topics such as generative AI, retrieval-augmented generation, and CUDA.
  • By staying up-to-date with education, certifications, and networking, individuals can significantly enhance their capabilities in the field of AI and advanced technologies.
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How NVIDIA AI Foundry Lets Enterprises Forge Custom Generative AI Models

Nvidia | By Kari Briski

July 23, 2024

Web
Performance
AI
Backend
  • Businesses need customized AI models tailored to their industry needs, which is where NVIDIA AI Foundry comes in - a service that enables enterprises to develop and deploy custom generative AI initiatives using data, accelerated computing, software tools, and expert support.
  • The service allows businesses to fine-tune and customize foundation models from NVIDIA and the open community, such as Llama 3.1, on DGX Cloud, a network of accelerated compute resources co-engineered with leading public clouds.
  • With NVIDIA AI Foundry, businesses can gain a competitive edge by creating custom models that integrate easily within existing workflows, address industry-specific challenges, and comply with regulatory requirements.
  • The service is supported by key pillars including foundation models, enterprise software, expert support, and a broad partner ecosystem, making it easier for businesses to develop, fine-tune, and deploy custom AI models in production.
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4 ways to automate LeadConnector with Zapier

Zapier | By Nicole Replogle

July 18, 2024

  • LeadConnector is a CRM tool for managing leads, but manually entering data from multiple sources can be time-consuming and prone to errors.
  • Zapier is a workflow automation software that lets you connect LeadConnector with other apps to build and automate tasks, such as collecting leads automatically from website contact forms, social media ad campaigns, and email inquiries.
  • You can also set up Zaps to notify your team about new lead activity, send lead data to a spreadsheet for backup, and add leads to LeadConnector campaigns.
  • By automating these tasks with Zapier, you can simplify the sales process, reduce manual labor, and focus on nurturing leads and closing deals.
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Inside the engine room: Debunking the myths of scaling a new business

Mckinsey

July 24, 2024

Web
Algorithms
  • Building a successful start-up requires more than just having a good idea or a solid business plan; it demands the right talent, leadership, and organizational capabilities to navigate and sustain growth.
  • A "engine room" within the company houses these essential elements, including the right talent and leadership, governance structure, repeatable processes, core values, and clear benchmarks along the growth journey.
  • Successful start-ups prioritize talent development, adapt and pivot their strategies continuously, have a clear growth plan, think systematically about growth, and maintain multiple growth engines to propel sustained expansion.
  • By developing these capabilities proactively, founders and investors can support growth in the short- and long-term, enabling companies to scale faster and better.
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What is GPT-4o? OpenAI's new multimodal AI model family

Zapier | By Harry Guinness

July 18, 2024

AI
  • OpenAI has released GPT-4o, a powerful AI model with features like multimodal capabilities and early access to new features for $5 per million input tokens and $15 per million output tokens.
  • A smaller version of this model, called GPT-4o mini, costs less at $0.15 per million input tokens and $0.60 per million output tokens, making it a cost-effective option for developers.
  • This model is available through an API for developers and can be used with Zapier to automate workflows and connect with thousands of other apps.
  • The text and vision features of GPT-4o have already rolled out to ChatGPT users, while GPT-4o mini will replace the default model GPT-3.5 Turbo in a few weeks, giving everyone access to its capabilities.
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A quick guide to Amazon’s papers at ICML 2024

Amazon Science

July 17, 2024

AI
Algorithms
  • Amazon's research at the International Conference on Machine Learning (ICML) focuses on theoretical and general topics related to machine learning, such as responsible AI, transfer learning, and privacy.
  • Researchers explored various areas, including anomaly detection, automatic speech recognition, and reinforcement learning.
  • They developed methods like online adaptive anomaly thresholding with confidence sequences, efficient self-learning frameworks for interactive spoken dialog systems, and multiply-robust causal change attribution.
  • Additionally, they worked on game-theoretical approaches to explainable AI, hallucination mitigation, multicalibration for confidence scoring in large language models (LLMs), and differentially private bias-term fine-tuning of foundation models.
  • Their research also covered reinforcement learning topics like finite-time convergence, sample complexity, and learning the target network in function space, as well as responsible AI, retrieval-augmented generation, robust multi-task learning, scientific machine learning, and transfer learning.
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Debugging slow pages caused by slow backends

Sentry

July 17, 2024

Coding
Algorithms
  • Changing how code calls requests from series to parallel helped fix performance issues by getting rid of delays and allowing pages to load faster.
  • This improved page load speed from 6.5 seconds for 75% of users down to 2.3 seconds, which is good according to Google's Lighthouse scoring.
  • By using a technique called promise streaming, the page can even render before all requests finish, making important data available sooner and further improving performance.
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Speech-to-Text security: Top foundational security questions to consider for your next project using speech

Assembly AI | By Miki Fukushima

July 18, 2024

Security
Backend
  • When choosing an API for transcription, it's crucial to ensure that your data is handled responsibly and securely.
  • This means checking if the API automatically deletes raw audio or video files after transcription, keeping encrypted versions of transcription files, handling sensitive data with care, and following transparent data handling policies.
  • A reliable API should also offer end-to-end encryption, regularly test and patch their products, perform regular security audits and updates, and provide training for developers to stay up-to-date on the latest cybersecurity practices.
  • By prioritizing data security and transparency, you can maintain customer trust and confidence in your business, as seen in success stories like Zoom's improved security measures and Apple's commitment to user privacy.
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Linux Foundation Projects Academy Software Foundation and Alliance for OpenUSD Make an Impact at SIGGRAPH 2024

Linux Foundation | By andrewb@proximabiz.com (The Linux Foundation)

July 22, 2024

AI
Hardware
  • The Academy Software Foundation (ASWF) and the Alliance for OpenUSD (AOUSD) will have a significant presence at SIGGRAPH 2024 in Denver, Colorado from July 28 to August 1.
  • The ASWF will host its 6th annual Open Source Days event, which is open to anyone interested in open source software for visual effects, animation, and digital content creation.
  • This includes Virtual Town Halls, a keynote by Darin Grant, CTO of Animal Logic, and talks by various industry leaders and companies such as Autodesk, AWS, Sony Pictures Imageworks, Adobe, HP, and NVIDIA.
  • Meanwhile, the AOUSD will have multiple OpenUSD-focused sessions throughout the week, including OpenUSD Day on July 30, Hands-On OpenUSD Labs, and a Fireside Chat with Jensen Huang, CEO of NVIDIA, and Mark Zuckerberg, CEO of Meta, discussing AI breakthroughs and open source technologies like OpenUSD.
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16 pricing strategies and examples (and how to set yours)

Zapier | By Cecilia Gillen

July 23, 2024

Web
AI
Backend
Algorithms
  • Pricing strategies are plans for setting prices that balance making money with attracting customers.
  • Businesses use various methods to determine their prices, such as value-based pricing, where they charge what customers are willing to pay; cost-plus pricing, where they add a markup to production costs; and competitive pricing, where they match or beat competitors' prices.
  • Other strategies include economy pricing, where products are sold at lower prices for higher sales volume; penetration pricing, where initial prices are low to attract customers; dynamic pricing, where prices change based on demand; price skimming, where high prices are set initially then lowered over time; hourly and project-based pricing, where prices are determined by the time or effort required; bundle pricing, where products are sold together at a lower price than separately; geographic pricing, where prices vary depending on location; psychological pricing, where prices are set to create an illusion of value; freemium pricing, where basic versions are free and upgraded versions are paid for; premium pricing, where high-end products or services command higher prices; and subscription pricing, where customers pay a recurring fee for access.
  • When setting their pricing strategies, businesses should consider factors like production costs, customer expectations, competitor prices, brand positioning, and revenue goals to find the right balance between profitability and attracting customers.
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Java on Azure Tooling的更新 – 2024年6月

Microsoft Devblogs | By Jialuo Gan

July 26, 2024

Cloud
Backend
  • 最近，IntelliJ IDEA 的 Azure 工具包更新了对 Azure Container Apps 支持工作负载配置文件的功能。这样，您可以在 IntelliJ IDEA 中轻松调整容器应用程序的计算和内存资源量，并灵活地配置每个应用程序，以便它能够在不同的环境中运行最合适的工作负载配置文件。.
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Introducing Mosaic AI Model Training for Fine-Tuning GenAI Models

Databricks

July 22, 2024

AI
  • Databricks has released a new feature called Mosaic AI Model Training, which allows users to fine-tune large language models in public preview.
  • This means that anyone can now experiment with and improve these advanced artificial intelligence models, making it easier for developers to create more intelligent applications.
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How Long Should You Train Your Language Model?

Databricks

July 19, 2024

AI
  • In the world of generative AI, training and building language models requires careful consideration of two key factors: training time and model size.
  • If you train your model for too short a time or make it too small, it may not have enough data to learn from and will struggle to produce accurate and relevant responses.
  • On the other hand, if you train it for too long or make it too large, it can become overly complex and difficult to manage, leading to wasted resources and potentially even poor performance.
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How to Build a Simple Bitcoin-to-USD Calculator

freeCodeCamp | By Eesa Zahed

July 22, 2024

Web
  • This tutorial guides you through building a Bitcoin to USD calculator using JavaScript and HTML/CSS.
  • You'll learn how to fetch data from the CoinDesk API, use localStorage to save user input, and manipulate the Document Object Model (DOM) to update the page in real-time.
  • The project involves creating an index.html file with basic HTML structure, a script.js file for API fetching and DOM manipulation, and a style.css file for styling.
  • You'll also implement a function to calculate the value of a user's Bitcoin holdings based on their input and the current price fetched from the API.
  • Finally, you can customize the styling to your liking and test the calculator in a browser.
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6 ways businesses are using AI in eCommerce

Zapier | By Dalton West

July 22, 2024

AI
  • AI in eCommerce helps businesses automate and improve various tasks, such as customer support, recommendation engines, generative AI for product descriptions, real-time dynamic pricing, and inventory management.
  • Tools like Best Buy's recommendation engine suggest products based on past purchases and browsing history, while Amazon's generative AI tool creates optimized product descriptions.
  • Companies like Intuz offer AI-powered dynamic pricing solutions that analyze market trends and customer demographics to suggest optimal pricing strategies.
  • Sally Beauty Holdings uses IBM's order management software to manage inventory levels and prevent stockouts.
  • To implement AI in an eCommerce business, one must identify goals and needs, collect and organize data, choose the right tools, integrate them with existing systems, monitor performance, and refine it over time.
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Llama 3.1 - 405B, 70B & 8B with multilinguality and long context

HuggingFace

July 23, 2024

Cloud
AI
Backend
Hardware
  • Llama 3.1 is a new version of the Llama language model released by Meta, which comes with several exciting features and improvements.
  • It has three sizes: 8B, 70B, and 405B parameters, each with base and instruction-tuned versions, supporting multilingual capabilities and tool usage capabilities.
  • The models have been trained on a large dataset of 15 trillion tokens and are available on the Hugging Face Hub for fine-tuning and deployment.
  • Llama 3.1 also includes new tools such as Prompt Guard and Llama Guard 3, which can detect prompt injections and classify LLM inputs to prevent unsafe content.
  • The model has been quantized in FP8, AWQ, and GPTQ modes, allowing it to run on smaller GPUs and with reduced memory requirements.
  • It can be deployed using Hugging Face's Inference Endpoints or fine-tuned using the TRL (Transformer Recipe Library) framework.
  • Additionally, Llama 3.1 has a new license that allows its outputs to be used for improving other language models, making it easier to generate synthetic datasets and fine-tune smaller models.
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Improving core tool interfaces and docs in LangChain

Langchain | By LangChain

July 18, 2024

Backend
Algorithms
  • LangChain has improved its tool interfaces and documentation to make it easier to integrate, use, and manage tools.
  • Tool integration can be complex, but LangChain now allows normal Python functions to be used as tools with simplified definitions.
  • Tools can handle diverse inputs coming from various data sources and user interactions, and can return results needed in downstream components.
  • Additionally, tools can stream custom events for real-time feedback, and tool call errors can be handled using prompt engineering and fallbacks or flow engineering in LangGraph graphs.
  • The goal is to empower users to build context-aware reasoning applications by providing more control over tool management.
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In-depth: PostHog vs Mixpanel

PostHog | By Andy Vandervell

July 19, 2024

Cloud
  • You can use PostHog without paying anything as long as you stay within its limits of 1 million API requests and 250 responses per month.
  • However, you can set custom billing limits to avoid surprise bills.
  • PostHog can also be used with Customer Data Platforms (CDPs) like Segment or Rudderstack, and it has guides on how to set up a reverse proxy to work around ad blockers.
  • Compared to Mixpanel, PostHog has more features like session replays and surveys, but is different from Amplitude which focuses more on analytics rather than product experience tracking.
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Research Focus: Week of July 15, 2024

Microsoft Research | By Alyssa Hughes

July 17, 2024

AI
Algorithms
  • Researchers at Microsoft are making new breakthroughs in various fields such as artificial intelligence, machine learning, and data analysis.
  • They have developed innovative models like MG-TSD for time series analysis, Pre-gated MoE for fast and scalable mixture-of-expert inference, LordNet for solving partial differential equations, FXAM for predictive analytics, and more.
  • These advancements are aimed at tackling real-world challenges and improving performance, efficiency, and accuracy in various industries.
  • The researchers also share their findings through papers and presentations at conferences like ICLR 2024, highlighting the importance of globally inclusive and equitable AI, new use cases for AI, and the need for robust and debuggable metrics in search evaluation.
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TiDB Adoption at Pinterest

Pinterest | By Pinterest Engineering

July 19, 2024

Backend
UI/UX
  • At Pinterest, they were experiencing performance issues due to lock contention with their HBase system, so they decided to deprecate it and switch to TiDB instead.
  • They worked with engineers from various teams to minimize contentions and ensure a smooth transition.
  • The Storage and Caching team played a crucial role in the adoption of TiDB and the productionization of Structured Datastore (SDS), which is a unified framework that enables seamless integration of different datastores and provides storage as a platform.
  • They would like to thank their cross-team partners, customer teams, and leadership for their collaboration and guidance throughout this initiative.
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Navigating Web Evolution: An In-Depth Interview with Addy Osmani on Web Development and Developer Growth

Wix Engineering

July 16, 2024

  • Balancing work and personal life is tough but doable by focusing on what's important, managing your time well, and finding ways to connect different activities.
  • Set clear boundaries between work and personal time, learn to say no to extra things, and remember that balance isn't about doing everything all the time.
  • To stay motivated and improve as a software engineer, set goals, teach others what you know, and keep learning new things.
  • Being a great software engineer means being good at problem-solving, communicating clearly, being adaptable, and never giving up even when things get tough.
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Automatically send personalized emails to new leads that fill out a form

Zapier | By Ellie Huizenga

July 24, 2024

  • When someone fills out your online form, it's essential to respond quickly while they're still interested and engaged.
  • However, as your business grows, following up with leads can become challenging.
  • To overcome this issue, you can use automation tools like Zapier to create workflows that send emails to new leads promptly.
  • With Zapier, you can easily build automated tasks by connecting different apps and services, such as email providers and form builders.
  • By creating a "Zap" – a workflow that consists of a trigger (an event that starts the process) and an action (the task that is performed after the trigger), you can automate tasks like sending personalized emails to new leads, saving time and effort for higher-priority tasks.
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Logistics start-up funding: The investor pullback continues

Mckinsey

July 24, 2024

AI
Robotics
  • The logistics sector has seen a sharp decline in venture capital funding over the past two years, with a nearly 90% drop from $25.6 billion in 2021 to just $2.9 billion in 2023.
  • This downturn is attributed to high interest rates, a global slowdown in shipping, and excess capacity among cargo carriers driving down freight rates.
  • However, there are still opportunities for investment, particularly in the last-mile sector, where companies specialize in final delivery, and software-based start-ups that offer digitalization and AI solutions.
  • Despite the challenges, confidence remains that logistics funding will return in the long run, with India's rise as a preferred manufacturing destination and the industry's growth potential driving optimism.
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Llama 3.1: Ready to Run on AMD platforms from data center, edge to AI PCs

AMD | By Ramine_Roane

July 24, 2024

AI
Hardware
  • AMD and Meta have partnered to bring AI technology to everyone, making it easier for people to access and use AI.
  • They've released Llama 3.1, a large language model that can understand and respond to complex conversations with unparalleled contextual understanding and text generation capabilities.
  • AMD's hardware, including Instinct MI300X GPUs, EPYC CPUs, Ryzen AI processors, and Radeon GPUs, are designed to work seamlessly with Llama 3.1, providing users with fast and efficient performance.
  • This collaboration allows users to run Llama 3.1 on their own devices, without needing to store sensitive data online, making AI more accessible and democratizing its use across various industries and applications.
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The guide to cloud storage security for public sector

Canonical | By Philip Williams (Philip Williams)

July 16, 2024

AI
Backend
  • Cloud storage solutions offer flexibility for public sector organizations to store sensitive data securely and meet compliance objectives.
  • It's essential to ensure data accessibility only to authorized users, encrypt data when stored or transferred, and create point-in-time snapshots of datasets to prevent accidental changes.
  • Cloud storage systems can integrate with organization-wide authorization systems, enforce encrypted communications, and provide versioning of objects to guarantee original data integrity.
  • Additionally, modern storage systems allow for data encryption before writing it to disk, ensuring unauthorized access is prevented even if hardware is lost or stolen.
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Docmatix - a huge dataset for Document Visual Question Answering

HuggingFace

July 18, 2024

  • A new dataset called Docmatix has been created to help computers better understand documents and answer questions about them.
  • The dataset contains hundreds of thousands of examples of this process, making it much larger than previous ones.
  • By using this dataset, computer models can be fine-tuned to improve their performance in answering document-based questions by up to 20%.
  • This is a significant improvement over current open-source models, which still lag behind proprietary ones.
  • The creators hope that Docmatix will help bridge the gap between these two types of models and encourage developers to build better document-answering capabilities.
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Maestro: Netflix’s Workflow Orchestrator

Netflix | By Netflix Technology Blog

July 22, 2024

  • The Maestro team invites feedback and comments on their workflow orchestration project through GitHub issues.
  • They're constantly improving and solving new problems, so they encourage people to stay tuned for updates.
  • If you're interested in working on large-scale orchestration challenges, consider joining them.
  • The team also wants to thank members who contributed to the project, including Netflix colleagues who provided feedback and suggestions.
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