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

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How AMD Drives Higher Hardware Efficiency in AI Algorithm Development?


AMD | By AMD_AI

June 7, 2024

AI
Hardware
Algorithms
  • AMD, a leading semiconductor supplier, has developed a novel depth pruning method called "Unified Progressive Depth Pruner" (UPDP) to optimize both convolutional neural networks (CNNs) and vision transformers.
  • The method aims to reduce model depth while maintaining accuracy by proposing a progressive training strategy and block pruning technique.
  • It can handle various normalization layers and prune vision transformer models, which existing methods cannot do.
  • The UPDP approach consists of four main steps: Supernet training, Subnet searching, Subnet training, and Subnet merging.
  • Experimental results show that the method achieves superior pruning performance, surpassing popular models with comparable inference performance and outperforming state-of-the-art methods in both accuracy and speedup ratio.

Nova-2 Medical Model: The #1 Choice for Medical Transcription


Deepgram | By Josh Fox

June 12, 2024

Mobile
AI
  • Deepgram has unveiled its latest innovation in speech recognition technology, specifically designed for the healthcare sector - the Nova-2 medical model.
  • This advanced model is proficient in transcribing healthcare terminology, including symptoms, diagnoses, treatments, medications, and clinical jargon, with a remarkable 16% relative improvement in word recall rates for medical terminology compared to previous models.
  • The Nova-2 medical model also boasts superior overall accuracy, with an 11% relative improvement in overall word error rate, and is up to 40 times faster than comparable vendors.
  • Additionally, it is cost-efficient and can be deployed as a managed service or self-hosted on-premises.
  • With the Nova-2 medical model, healthcare professionals can experience higher precision, efficient workflows, compliance with strict medical documentation standards, and flexible deployment options.

Sales Cloud’s AI Transformation: Welcome to the Autonomous Selling Era


Salesforce | By Scott Nyberg

June 10, 2024

Mobile
AI
Robotics
  • The article discusses the advancements in AI and automation within Salesforce's Sales Cloud, specifically parulous.
  • Parul explores Salesforce Engineering Blog Parul Shares Engineers Paril Summary Summary Summary Summary Summary Summary Summary Summary Summary Summary Summary Summary Summary Stay Stay Stay Stay Stay Stay Stay Stay Stay Stay Stay Stay Stay Stay Stay Stay Stay Stay Stay Stay Stay Stay Stay Stay Stay Stay Stay Stay Stay Can.

Welcome Randy, Notion's Head of Design


Notion | By Akshay Kothari

May 16, 2024

  • As Notion's Head of Design, Randy Hunt has designed and built products, brands, and businesses for decades.
  • He embraces diverse perspectives in design, from everyday objects like apartments to intangible concepts like content.
  • Hunt's design philosophy balances intellectual depth with a playful spirit.
  • He understands the importance of understanding the mechanics of a medium, as it allows for more flexibility and innovation.
  • Hunt believes that design cannot compensate for poor content and that hospitality can inspire creativity.
  • He aims to foster a unique design culture at Notion that prioritizes user experience and endures over time.
  • Ultimately, Hunt seeks to create products that are essential, nourishing, and empowering, bridging practicality with joy.

The case for doubling down on refinery reliability now


Mckinsey

June 10, 2024

Mobile
AI
DevOps
Backend
Hardware
  • Refinery reliability issues have been causing price fluctuations in recent times, presenting both challenges and opportunities for refiners.
  • As the industry struggles with unplanned outages, reliable operators can capture value by improving their processes and leveraging digital tools like generative AI to drive further improvements.
  • The article explores how refiners can establish rock-solid reliability fundamentals, focusing on four key areas: asset strategies, asset health and monitoring, reliable operations, and maintenance execution.
  • By automating failure mode and effects analysis and implementing high-quality maintenance execution, refiners can reduce downtime and improve productivity.
  • Additionally, digital solutions like generative AI assistants can help technicians troubleshoot equipment more efficiently, free up supervisor time, and achieve consistent maintenance execution.

Why we’re excited to partner with Laravel


Sentry

June 10, 2024

Cloud
Security
Coding
  • Sentry has launched a new integration with PHP developers, making it easier to collect real-time telemetry data on their projects with just a few clicks.
  • This integration allows developers to build, deploy, manage, and debug applications more efficiently and reliably through the Forge and Vapor UI, which are designed specifically for Laravel developers.
  • With this partnership, Sentry aims to support the growing Laravel user base by providing a seamless experience for monitoring and debugging PHP applications.
  • As one of the most popular and fastest-growing PHP frameworks, Laravel's clean syntax and modern coding principles make it easy to write and read, and its continuous innovation has led to features like Reverb, graceful encryption key rotation, and per-second rate limiting.
  • Sentry is committed to building with the Laravel and PHP community in mind, and this integration marks a new standard for managing, deploying, and debugging Laravel apps.

Empowering AI Builders with DataRobot’s Advanced LLM Evaluation and Assessment Metrics


DataRobot | By Prachi Jain, Nathaniel Daly

June 11, 2024

AI
Algorithms
  • DataRobot's Playground provides a powerful toolset for creating high-quality, reliable, and efficient Large Language Model (LLM) applications.
  • The platform offers comprehensive evaluation metrics that allow users to assess the quality of their models' responses, user feedback integration that enables fine-tuning based on real-world preferences, and synthetic data generation for rapid testing.
  • This combination enables organizations to continuously improve their LLM applications and deliver high-quality experiences.
  • The Playground also provides time-saving and scalable solutions for creating large datasets, quality assessment, and evaluation methods, allowing users to bring innovative solutions to market quickly and gain a competitive edge.
  • By utilizing DataRobot's advanced LLM evaluation and assessment metrics, customers can unlock the full potential of their models and drive meaningful results, ultimately focusing on delivering solutions that solve real-world problems and create value for end-users.

The 5 best note-taking methods for more effective notes


Zapier | By Rochi Zalani

June 10, 2024

AI
  • Here's a simple and concise summary of the content: Taking effective notes is crucial for meetings, webinars, or any other situation where information needs to be recorded.
  • There are various note-taking methods that can help achieve this goal.
  • The article explores five best note-taking methods - outline method, Cornell method, charting method, mind map method, and quadrant method - each suitable for specific scenarios.
  • Additionally, the article highlights key elements of flawless meeting notes, including the basics (date, people present, agenda items), primary discussion points, action items, observations, and details for the next meeting.
  • The choice of note-taking technique depends on the type of meeting or scenario, and digital or paper formats can be used interchangeably.
  • AI meeting assistants can enhance note-taking, but human touch is still necessary to transform notes into actionable information.
  • By combining different note-taking methods and adapting them to specific situations, individuals can create their own effective note-taking system.

Making sense of this mess


HuggingFace

June 7, 2024

AI
Backend
Hardware
Algorithms
  • The author of this article joined Hugging Face nearly three years ago and noticed that the Transformers documentation has become disjointed and difficult to navigate due to incremental updates without a structured approach.
  • The goal is to create a unified documentation experience by integrating content, allowing organic growth, and writing for developers interested in building products with AI.
  • To achieve this, the author suggests focusing on code examples, making it more beginner-friendly and solution-oriented, while also replacing rigidity with flexibility to enable the documentation to grow and evolve.
  • The redesign aims to rebalance the overall documentation experience by coexisting content, rather than layering new content over previous parts.

How to Outsmart AI as a Developer [Dr. Chuck Interview #127]


freeCodeCamp | By Quincy Larson

June 8, 2024

Backend
  • On the latest episode of the podcast, Quincy Larson interviews Dr.
  • Charles "Chuck" Severance, a software engineer and Computer Science professor at University of Michigan.
  • They discuss what sets apart a Master Programmer from an average developer, and how to achieve that status.
  • Dr. Chuck shares his mission to make programming knowledge freely available through his popular free learning resources like Python for Everyone and C for Everyone, which have been taken by millions of students over the past decade.
  • He also critiques the current way Computer Science is taught at universities, including elite institutions, citing fundamental shortcomings.
  • Additionally, Dr.
  • Chuck shares his thoughts on recent tech layoffs and what he thinks the near future holds.
  • The conversation is interspersed with personal anecdotes, such as his love of racing $500 cars revived from junk yards and flying planes, and even a musical interlude featuring a 2015 song by an Australian musician.

How to connect Instagram to Discord


Zapier | By Hannah Herman

June 11, 2024

Algorithms
  • Here is a summary of the content in a simple, concise, and continuous paragraph: Zapier allows businesses to streamline their social media management by automating workflows between platforms like Instagram and Discord.
  • While there's no native way to connect these apps, Zapier lets users create automated workflows without writing code.
  • By connecting Instagram and Discord through Zapier, businesses can share new Instagram posts in a specific Discord channel, create forum posts for new content, or even assign roles for moderation.
  • With Zapier, users can automate tasks like sending Discord messages for new Instagram posts, creating forum posts for new content, or adding Discord roles for new posts.
  • By automating these workflows, businesses can focus on more rewarding aspects of social media management, such as interacting with followers and members.

How FactSet Implemented an Enterprise Generative AI Platform with Databricks and MLflow


Databricks

June 12, 2024

  • FactSet's mission is to help its clients make informed decisions by leveraging data-driven insights, thereby increasing their workflow efficiency and productivity.
  • The company achieves this goal by developing artificial intelligence-powered solutions that span its entire product suite, allowing clients to harness the power of data to drive better outcomes.

Snowflake Summit 2024 – AI-enabled apps are the future of computing, says Snowflake co-founder


Snowflake

June 8, 2024

  • At the Snowflake Summit 2024, the company's co-founder emphasized that AI-enabled apps will shape the future of computing.
  • He believes that these intelligent applications will be able to process vast amounts of data and make predictions with high accuracy, leading to significant improvements in various industries such as healthcare, finance, and more.
  • These AI-powered apps will also enable real-time decision-making, automate repetitive tasks, and provide personalized experiences for users.
  • By leveraging Snowflake's cloud-based data warehousing capabilities, these apps can quickly process large datasets and provide insights that inform business decisions.
  • Overall, the future of computing is expected to be driven by the integration of artificial intelligence and data analytics, with AI-enabled apps playing a key role in this transformation.

The 15 best Google Docs add-ons in 2024


Zapier | By Tim Brookes

June 11, 2024

  • Zapier's Google Docs integration allows you to connect with thousands of other apps and automate tasks, such as copying data from a spreadsheet into a Google Docs template or sharing documents via Gmail or your team chat app.
  • With Zapier, you can build secure, automated systems for your business-critical workflows across your organization's technology stack using interfaces, data tables, and logic.
  • This leader in workflow automation integrates with over 6,000 apps from partners like Google, Salesforce, and Microsoft, making it a powerful tool to boost your productivity and streamline your document-related tasks.

How we’re making Android Enterprise signup and access to Google services better


Android | By Sasha Panteleimonov

June 12, 2024

Mobile
  • Android Enterprise allows you to seamlessly connect your Google products and services across various platforms including Android devices, Chrome OS laptops and tablets, Chrome browser on desktops and laptops, and Google Workspace applications.
  • This integration enables a consistent user experience and streamlined workflow, making it easy to access and share information across different devices and apps.
  • With Android Enterprise, you can manage and secure your company's devices, data, and apps from a single dashboard, ensuring that your employees have the tools they need to be productive while maintaining the security and integrity of your organization's digital assets.

Maintaining large-scale AI capacity at Meta


Facebook

June 12, 2024

Web
AI
  • Meta has implemented various strategies to ensure the predictability of its capacity for online and recurring training, including maintenance trains that guarantee a full-visit cycle within a certain timeframe.
  • For AI capacity, they have optimized domains that allow for different types of AI capacity, strict service-level agreements, and contracts that enable services to avoid maintenance-train interruptions whenever possible.
  • To manage the complexity of upgrading thousands of hosts, Meta has developed the OpsPlanner work orchestrator, which ensures consistency requirements are met by serializing overlapping operations and applying upgrades safely before returning hosts to production.
  • The company also has a deep stack of safety features, including autostop of maintenance trains, automatic offboarding of failing upgrades, and rollout phases for upgrades to prevent disruptions.
  • With a focus on rapid innovation and moving fast, Meta is committed to creating technologies that benefit society as a whole and shaping a future where AI is used positively to transform industries, empower individuals, and create a more sustainable world.

Speeding up file load times, one page at a time


Figma | By Isaac Goldberg,Â

May 22, 2024

DevOps
  • The team achieved significant improvements in load times and memory usage through automated telemetry testing and monitoring.
  • They saw a 33% speed-up for the slowest and most complex file loads despite an 18% increase in file size over the past year, resulting in faster loading times.
  • Additionally, they reduced the number of nodes in memory on the client by only loading what users need, leading to a 70% reduction in nodes.
  • This also resulted in a 33% reduction in users experiencing out-of-memory errors.
  • The team is committed to optimizing load times and reducing memory usage as files continue to grow in size and complexity, making dynamic page loading a crucial foundation for their performance improvements.

Databricks Announces 2024 Global Partner Awards


Databricks

June 10, 2024

AI
  • The Databricks Partner Ecosystem is a vast network of over 3,800 partners worldwide that plays a crucial role in developing and delivering cutting-edge data and artificial intelligence (AI) solutions globally.
  • These partners work closely with Databricks to build innovative products and services that cater to diverse industries and use cases, enabling businesses to extract maximum value from their data assets.

Does your marriage need a template? Notion superuser Ben Lang built one.


Notion | By Danielle Ito

May 17, 2024

  • Ben Lang, previously a staff member at Notion, is now known for creating a popular Notion template called "Couple's Home Base." This template, which helps couples organize their lives, became a viral sensation after Ben shared it on Twitter.
  • The template demonstrates how Notion, a customizable workspace tool, can be used by creators to connect with their audiences.
  • Ben's journey began when he became an avid Notion user, creating a website and Facebook group for enthusiasts.
  • He eventually joined Notion as their Head of Community, where he played a key role in supporting the community and introducing the concept of templates.
  • Ben's passion for templates stems from their ability to simplify Notion's blank canvas nature, allowing users to easily duplicate pre-built structures.
  • Despite receiving both positive and negative reactions, Ben's template has resonated with couples looking for an organized way to manage their relationship.

Getting Started with Socket.IO: Building Real-Time Web Applications


Housing.com | By Jitendra Kumar

June 12, 2024

  • On a social media platform called Medium, a story was shared that sparked a lively conversation among its users.
  • The article discussed how some people were continuing to engage with it by highlighting important parts and adding their own thoughts or reactions, which in turn inspired others to do the same.
  • This interactive process allowed readers to contribute to the discussion, share their opinions, and build upon each other's ideas, creating a dynamic and collaborative atmosphere.

How to use Chatbase to build an AI chatbot


Zapier | By Ryan Kane

June 12, 2024

AI
  • Chatbase is a platform that allows you to create and manage your own AI-powered chatbots, which can be used for customer service, lead generation, or other purposes.
  • To get started, you need to sign up for a free account and decide on the purpose of your chatbot.
  • You can then upload your data sources, such as text documents or website content, to train your chatbot.
  • Chatbase uses this data to generate answers to user questions and allows you to customize the chatbot's personality, tone, and voice.
  • Once you're satisfied with your chatbot, you can embed it on your website by copying and pasting some code.
  • As users interact with your chatbot, you can refine its performance by uploading new data sources and adjusting its settings.
  • Chatbase also integrates with other apps, such as Slack and WordPress, to make it more useful for your business needs.

A quick guide to Amazon’s 30+ papers at NAACL 2024


Amazon Science

June 7, 2024

Backend
  • The recent revolution in natural-language processing and computational linguistics has been driven by large language models (LLMs), which are also being used as tools for other applications.
  • This year's meeting of the North American Chapter of the Association for Computational Linguistics (NAACL) features a significant number of papers involving LLMs, either as the main subject or as a tool for other techniques and datasets.
  • These papers cover a wide range of topics, including attribute-value extraction, continual learning, dialogue systems, hallucination mitigation, machine translation, natural-language processing, question answering, reasoning, recommender systems, reinforcement learning, responsible AI, text generation, vision-language models, and more.
  • Many of these papers present new techniques or datasets that can be used with either LLMs or traditional models, while others focus specifically on the capabilities and limitations of LLMs themselves.

2024 Fortune Best Workplaces in Bay Area™ recognizes Databricks


Databricks

June 10, 2024

AI
  • In the thriving tech hub of the San Francisco Bay Area, Databricks distinguishes itself by offering cutting-edge data and artificial intelligence (AI) solutions that empower businesses to unlock new insights and drive innovation.
  • By leveraging its expertise in big data processing and analytics, Databricks enables organizations to extract valuable information from vast amounts of data, make data-driven decisions, and stay ahead of the competition in an increasingly digital landscape.
  • With a focus on collaboration, scalability, and ease of use, Databricks' innovative solutions help companies transform their industries by harnessing the power of data and AI.

Enhancing Customer Engagement: Exploring Gupshup API Integration for Effective Messaging


Housing.com | By Jitendra Kumar

June 12, 2024

  • On a social media platform called Medium, users are engaging with a particular story by leaving comments that highlight and respond to its content.
  • This interaction creates a continuous flow of conversations as readers share their thoughts, ask questions, and offer insights in response to the original piece.
  • The conversation is fueled by the author's initial narrative, which sparks interest and prompts others to contribute their own perspectives and opinions, ultimately forming a dynamic exchange of ideas and experiences.

Learn Python for Data Science – Hands-on Projects with EDA, AB Testing & Business Intelligence


freeCodeCamp | By Beau Carnes

June 11, 2024

Backend
  • The freeCodeCamp.org YouTube channel has recently published a comprehensive, 5.5-hour data science with Python course taught by experienced engineers Tatev and Vahe from LunarTech.
  • The course is designed to provide aspiring data scientists with essential skills, covering the basics of data analytics, AB testing fundamentals, and hands-on experience through two in-depth projects.
  • The course is structured into three parts: Part 1 covers data analytics in Python, including data wrangling, visualization, descriptive statistics, and filtering; Part 2 provides a crash course on experimentation and AB testing theory; and Part 3 features two case studies on data-driven UX design and customer engagement, as well as comprehensive analysis of customer behavior, sales, segmentation, and optimization.

A Day in the Life of a Reddit Tech Executive Assistant


Reddit | By /u/beautifulboy11

June 10, 2024

  • As an Executive Assistant to Reddit's CTO, Mackenzie Greene has spent the last five years working behind the scenes to keep everything running smoothly.
  • Her day starts with a morning coffee ritual, followed by a whirlwind of tasks including juggling emails, calendar notifications, and meetings as if she were an air traffic controller.
  • She also works closely with Chris Slowe and his team to ensure every hour of his day is used efficiently, often communicating with cross-functional partners and preparing slides for All-Hands meetings.
  • In between the chaos, Mackenzie finds time for project-based work, such as fostering a sense of community within the Product and Tech organization through initiatives like the Reddit Engineering Mentorship Panel.
  • As the day winds down, she does a final sweep of emails and tasks to ensure nothing has slipped through the cracks, sets up the agenda for the next day, and shares stories with her EA team about the misadventures behind the curtain.

The .NET MAUI Extension for Visual Studio Code is now Generally Available


Microsoft Devblogs | By Maddy Montaquila

June 12, 2024

Backend
Algorithms
  • In order to enable hot reload for debugging in VS Code, you need to go to the Extensions panel and search for "hot reload", then toggle the switch next to "[Experimental] Enables Hot Reload while debugging".
  • Once enabled, you can edit your C# code, save it or use the fire icon in the debug toolbar to apply your changes.
  • This feature is part of VS Code's ongoing effort to improve performance, reliability, and add new features for .NET MAUI app development.
  • If you encounter any issues or have suggestions, you can report them using the "Help > Report Issue" dialog in VS Code.
  • The extension will be updated on a monthly basis with weekly updates available in the prerelease channel.

Using Java with ACA dynamic sessions


Microsoft Devblogs | By Brian Benz

June 11, 2024

Cloud
AI
Backend
  • Here is a summary of the content in a simple and concise paragraph: Azure Container Apps (ACA) dynamic sessions provide a way to run Java code in an instant-on container in the cloud without managing a Kubernetes server.
  • ACA dynamic sessions offer strong isolation, access through a REST API, and are automatically deleted when no longer in use.
  • The default language for the container is Python, but most languages, including Java, can be supported by the code interpreter.
  • A proof-of-concept (POC) has been created to explore using ACA dynamic sessions with Java via HTTP.
  • The POC is built as a Spring Boot application that communicates with the dynamic sessions API and covers basic interactions such as executing code, uploading, listing, and downloading files.

State of the Consumer 2024: What’s now and what’s next


Mckinsey

June 10, 2024

AI
Backend
  • The global consumer landscape is undergoing significant shifts, with consumers defying expectations and behaving in atypical ways.
  • Nine trends are shaping the market, including the rise of young consumers in emerging markets who are optimistic about their economies and willing to spend; aging consumers who are splurging on discretionary items; and middle-income consumers who are planning to splurge despite economic uncertainty.
  • Consumers also want to explore new brands and products, prioritize affordability over sustainability, and invest in wellness.
  • To succeed, companies must build microtargeting capabilities, invest in wellness, propel the social-digital experience, and offer premium products where they matter.
  • By understanding these trends and adapting to them, consumer businesses can achieve long-term, profitable growth and sustained competitive advantage.

GitHub Availability Report: May 2024


Github | By Jakub Oleksy

June 12, 2024

Performance
DevOps
Backend
  • In May, GitHub experienced a significant performance degradation across its services due to a configuration change in an upstream cloud provider.
  • On May 21, various services including GitHub Copilot Chat, GitHub Actions, and Enterprise Importer were affected, resulting in latency issues, delayed workflow updates, stuck workflow runs, and delayed billing metrics.
  • The issue was caused by a scheduled operating system upgrade that led to uneven traffic distribution within the cluster.
  • A temporary fix involved increasing network routes between data centers and cloud providers, and measures are being taken to prevent similar incidents in the future, including improvements to monitoring and alerting systems for load thresholds.

Mosaic AI: Build and deploy production-quality Compound AI Systems


Databricks

June 12, 2024

  • In recent times, there has been a significant rise in the number of both commercial and open-source foundation models that have demonstrated impressive reasoning capabilities on various general knowledge tasks.
  • These models have shown remarkable proficiency in processing vast amounts of data to arrive at logical conclusions, which is an essential aspect of human intelligence.
  • As a result, they are now being utilized for a wide range of applications, from answering customer queries to providing insights and making decisions.
  • The advancements in these foundation models have far-reaching implications, particularly in areas where human reasoning was previously limited by time constraints or cognitive biases.

Data Intelligence and AI Trends: Top products, RAG and more


Databricks

June 11, 2024

AI
Hardware
  • The excitement around generative AI continues to grow as data leaders and practitioners are eager to implement strong strategies, despite the intense pressure building up.
  • The momentum is fueled by the promise of transformative capabilities that can revolutionize industries and businesses.
  • As a result, there's an increasing demand for expertise in GenAI, driving innovation and experimentation across various sectors.

Charmaine Lee’s 10 rules for building developer tools that feel like magic


Figma | By Charmaine Lee

June 7, 2024

AI
  • Charmaine Lee, a software engineer-turned-product manager, shares her guiding principles for building developer products that feel like magic.
  • She emphasizes putting less emphasis on the first-time user experience (FTUE) and focusing instead on accelerating users' time to "magic" - the moment when they become creators who can build with the tool.
  • She also stresses the importance of meeting users where they are, replacing traditional marketing with developer relations, breaking down work silos, shipping fast and often, empowering users to help each other, blurring boundaries between design and development, doing things that don't scale, and making space for play.
  • By following these principles, Charmaine aims to create a seamless user experience, foster a loyal community, and empower developers to build with Lens Studio, the AR experience builder she's working on now.

Google Local Services Ads: What they are and how to use them


Zapier | By Katie Paterson

June 12, 2024

  • Here is a summary of the content in a simple, concise, and continuous paragraph: Google Local Services Ads (LSAs) allow local businesses to advertise geographically-specific products or services to potential customers.
  • Unlike regular Google Ads, LSAs prioritize trustworthy local businesses and provide customers with important business information, such as operating hours, location, and customer reviews.
  • To set up LSAs, businesses need to create a profile, verify their business, and link their Google Business Profile.
  • The ads will then be displayed at the top of related search results in the Google SERP and on Google Maps.
  • With LSAs, customers can call, message, or book appointments directly with the business, reducing the number of clicks needed to get in touch.
  • To manage LSAs, businesses need to activate their ad, add all job services, set a budget, and monitor cost per lead.
  • The ads also allow customers to contact the business via direct message or phone, but Google charges differently based on the type of contact.

Visual Studio 2022 – 17.10 Performance Enhancements


Microsoft Devblogs | By Ashok Kamath

June 11, 2024

Backend
Hardware
  • The latest update of Visual Studio 2022 brings significant performance enhancements across various areas of the IDE.
  • For instance, Windows Forms designer loading speed has been improved by up to 50%, making it faster to load projects targeting .NET Core 3.1 and above.
  • Additionally, Razor colorization speed has been optimized, resulting in a 25% reduction in colorization time for slow cases.
  • The solution loading speed has also been improved, with a 10% reduction in the time to open solutions.
  • Furthermore, the number of DLLs loaded has been reduced by 10%, which can help improve performance on lower-end machines.
  • The Visual Studio team is encouraging users to share their feedback and suggestions to continue improving the product.

June patches for Azure DevOps Server


Microsoft Devblogs | By Gloridel Morales

June 11, 2024

Cloud
DevOps
  • This month, Azure DevOps Server 2022.1 Patch 4 was released to fix an issue in wiki and work items where search results were not available for Projects with Turkish characters "I" in their name for the Turkish locale.
  • If you have Azure DevOps Server 2022.1, it's recommended that you install this patch by running the command "rundevops2022.1patch4.exe CheckInstall" to verify if the patch is installed or not.

How to Create Notice Blocks in Markdown


freeCodeCamp | By Md. Fahim Bin Amin

June 10, 2024

  • Markdown is a popular markup language used for writing documentation and creating websites, but it has limitations when it comes to adding styling or modifications.
  • Fortunately, there are five highlighting features available for specific segment blocks such as notice, tip, caution, important, and warning, which can be applied in both Markdown and GitHub Markdown.
  • These features will be discussed in detail in this article.

Serverless Jupyter Notebooks at Meta


Facebook

June 10, 2024

Cloud
Backend
UI/UX
Algorithms
  • At Meta, the internal Jupyter notebooks platform, Bento, allows engineers to mix code, text, and multimedia in a single document, supporting various use cases from simple prototyping to complex machine learning workflows.
  • However, for "lite" workloads that require limited compute, users still need to reserve and provision remote compute, which takes time.
  • To address this issue, Meta invested in building infrastructure that enables code execution directly in the browser, eliminating the need for remote compute reservation.
  • This infrastructure leverages a library called Pyodide, which sits on top of WebAssembly (Wasm).
  • By combining Bento with serverless code execution technology, Meta created a notebooks platform for lite workloads.
  • The motivation is to provide an intuitive startup process that works out-of-the-box, quickly and without complex remote compute reservation.
  • The team built a kernel abstraction around Pyodide, allowing Bento to work seamlessly with traditional server-based kernels or the new browser-based kernel.
  • They also developed middleware to capture custom cell magics, process them in JavaScript, and inject results back into the Python kernel.
  • To mitigate issues with JavaScript's single-threaded nature, Meta used webworkers for kernel operations.
  • The team showcased integrations with existing extensions, such as SQL Cell, Google Sheets, GraphQL, and dataframe uploads.
  • While challenges remain, Meta plans to improve the developer experience by refining the lite workloads heuristic, defaulting new workloads to serverless, and integrating with more cell extensions.

How to add Microsoft Outlook events to Google Calendar


Zapier | By Khamosh Pathak

June 11, 2024

  • You can easily connect multiple calendars using Zapier's automated workflows, eliminating the need to juggle between them.
  • To do this, create a Zap that automatically copies Microsoft Calendar events to Google Calendar.
  • Start by setting up the trigger in Microsoft Outlook, selecting the calendar and event you want to use as the starting point for your workflow.
  • Then, set up the action in Google Calendar, choosing the calendar and mapping data from your Microsoft Outlook event to relevant fields.
  • Once you've customized the setup, test your Zap to ensure everything is working correctly before activating it.
  • With this setup, every time you create a new calendar event in Microsoft Outlook, it will automatically appear in Google Calendar, streamlining your workflow and reducing the risk of missed appointments or calls.

Unlocking the power of price transparency data


Mckinsey

June 12, 2024

Robotics
Algorithms
  • As hospitals and payers make progress on complying with federal price transparency rules, consumers' willingness to "shop" for care is increasing.
  • With price transparency, consumers can easily access pricing information, which may impact their healthcare choices.
  • According to Amanda Eisel, CEO of Zelis, a healthcare financial-services platform, the journey towards price transparency is a decade-long one.
  • She emphasizes the need for clean and useful data, quality information, and consumer engagement to make it effective.
  • While there are challenges, such as inconsistent formats and power dynamics, Amanda believes that innovators will drive progress and push for solutions beyond regulations.
  • Ultimately, consumers' expectations of healthcare will evolve, and those with a value proposition will be winners in the long run.

Digital transformation: Health systems’ investment priorities


Mckinsey

June 7, 2024

AI
Backend
  • Health systems worldwide are facing numerous challenges, including rising costs, workforce shortages, aging populations, and increasing competition from non-traditional players.
  • To address these issues, health systems are focusing on digital and AI transformation to meet consumer demands, reduce costs, and enhance care quality.
  • Despite acknowledging the importance of these efforts, many executives say their organizations are not investing enough.
  • The survey found that while 90% of executives prioritize digital and AI transformation, 75% lack sufficient resources or planning to deliver on this priority.
  • Additionally, current investment priorities do not always align with areas believed to have the most impact, such as AI, which could result in net savings of up to $360 billion in healthcare spending.
  • To overcome these challenges, health systems can build partnerships, move beyond off-the-shelf solutions, use cloud-based data environments, operate differently, and cautiously embrace generative AI while managing risks.

4 ways to automate Thinkific with Zapier


Zapier | By Michael Toth

June 7, 2024

DevOps
  • Here is the summary paragraph: Thinkific, a versatile platform for creating, marketing, and selling online courses, can be unlocked by integrating it into your broader strategy and tech stack.
  • With Zapier's automated workflows, you can easily connect Thinkific with your existing tools, streamlining processes and creating an efficient course management strategy.
  • You can automate tasks such as adding students to your newsletter and CRM, logging sales and student information in your database, sending course notifications, and more.
  • By automating these tasks, you can focus on delivering quality content while keeping relationships warm, monitoring course performance, and making informed decisions.
  • With Zapier's workflow automation software, you can combine user interfaces, data tables, and logic with thousands of apps to build and automate anything you can imagine.

LST-Bench: A new benchmark tool for open table formats in the data lake


Microsoft Research | By Alyssa Hughes

June 10, 2024

Web
  • LST-Bench is an innovative open-source tool that helps evaluate performance and stability of various table formats used in data lakes, such as those found in Microsoft Fabric warehouse.
  • This tool offers multiple visualization options to analyze data effectively, making it easier for users to identify issues and optimize their experience on the platform.
  • LST-Bench integrates seamlessly with testing workflows, allowing teams to rigorously assess engine performance and evaluate releases.
  • Additionally, it's being used to research improving data organization for table formats and evaluating performance of converted table formats using Apache XTable.
  • As an open-source tool, it welcomes contributors to help expand its capabilities, making it a valuable resource for organizations to thoroughly evaluate their table formats.

Delivering services to the public—digitally—with Jennifer Pahlka


Mckinsey

June 11, 2024

Web
AI
Algorithms
  • The conversation with Jennifer Pahlka, author of "Rebels on the Open Range", focused on her book's themes and ideas about the intersection of technology and government.
  • She discussed the importance of understanding how digital technologies are being applied in the public sector, and the need for a re-evaluation of what constitutes inherently governmental versus commercial activities. Pahlka emphasized the importance of having a strong foundation in technical capability within government, as well as a willingness to learn from successes and failures in the private sector.
  • She also highlighted the potential benefits of applying digital technologies to improve government services, such as making it easier for citizens to interact with government agencies and reducing bureaucratic red tape. Pahlka shared her concerns about the slow pace of innovation in government, particularly compared to the private sector, and worried that this could lead to disillusionment among citizens and a desire for strongman solutions.
  • However, she also expressed optimism about the potential for digital technologies to improve government services, citing examples such as Estonia's digital transformation. Some key takeaways from the conversation include: * The importance of having a strong foundation in technical capability within government * The need for a re-evaluation of what constitutes inherently governmental versus commercial activities * The potential benefits of applying digital technologies to improve government services * Concerns about the slow pace of innovation in government and the potential consequences for citizen satisfaction and trust Overall, Pahlka's conversation with Michael Chui highlighted the importance of understanding how digital technologies are being applied in the public sector, and the need for a re-evaluation of what constitutes inherently governmental versus commercial activities.

How to create a spreadsheet CRM with Google Sheets (with a free template)


Zapier | By Allisa Boulette

June 10, 2024

  • Here is the summary: Create a centralized customer database using Google Sheets, adding column headers for tracking important details such as name, contact info, company, and lead status.
  • Use formulas to automatically assign IDs to each entry, and format columns with bold fonts or fill colors.
  • Record all conversations and touchpoints with customers in a separate worksheet, including date, interaction type, salesperson, and notes.
  • Use data validation to create dropdown menus for standardized options.
  • Create a dashboard to track key metrics and visualize data using formulas and charts.
  • Finally, connect your Google Sheets CRM to other apps via Zapier to automate repetitive tasks and streamline workflows.

How to instantly follow up on Facebook Lead Ads with custom notifications


Zapier | By Nicole Replogle

June 7, 2024

  • Facebook Lead Ads are a great way to get contact information from interested customers, but manually checking Facebook multiple times a day can be tedious and time-consuming.
  • Thankfully, Zapier allows you to set up custom notifications for new Facebook Lead Ads, so you'll know instantly when someone fills out your ad.
  • You can choose how you want to receive these notifications - via SMS, email, push notification, or team chat - and even automate follow-ups with multiple-step Zaps.
  • With this setup, you'll no longer need to download spreadsheet files to get new lead details, saving you time and allowing for faster follow-up on potential customers.

Catch up on the latest Git tooling features in 17.10 GA


Microsoft Devblogs | By Jessie Houghton

June 12, 2024

  • The Visual Studio team values feedback from users and encourages them to share their experiences, report bugs, and suggest new features or improvements.
  • This helps the team make Visual Studio a better tool for developers.
  • Users can provide feedback through the Developer Community by reporting issues or sharing suggestions, which is crucial in shaping the future of the software.
  • Additionally, users can stay connected with the Visual Studio team by following them on various social media platforms and Microsoft Learn, ensuring they receive updates and insights from the development team.

Learn Three.js By Building Five Projects


freeCodeCamp | By Beau Carnes

June 12, 2024

Web
  • Three.js is a powerful JavaScript library that makes it easy to create 3D graphics in the browser, abstracting away the complexities of WebGL.
  • The freeCodeCamp.org YouTube channel has released a video course teaching you how to use Three.js by building five hands-on projects, covering topics such as setting up scenes, adding textures and lighting, animating camera movements, creating transition effects, and integrating physics with Rapier.
  • This course is designed for beginners and will introduce you to the world of 3D web graphics using Three.js, a crucial tool for creating stunning visual experiences on the web.
  • By learning Three.js, you'll be able to create engaging and interactive experiences that captivate users and provide new ways to visualize data and content.

Microsoft.AspNetCore.OData 9 Preview Release


Microsoft Devblogs | By Elizabeth Okerio

June 12, 2024

  • Microsoft is releasing a major update to AspNetCore.OData in June, and to prepare for it, they've made a preview version available on NuGet.
  • The main change in this release is that it updates the dependencies of the OData core libraries to the latest versions, which brings breaking changes and updates that can be reviewed through a provided link.
  • This update also exclusively targets .NET 8.0 framework.
  • Microsoft invites users to try out this preview version and share their feedback to help improve the final release.

Google Cloud at Databricks Data + AI Summit 2024 featuring Industry Leaders and Pioneers


Databricks

June 7, 2024

  • The article discusses how Databricks and Google Cloud collaborated to bring together the power of big data analytics and machine learning.
  • The partnership enables users to easily integrate their existing workflows with the scalability and reliability of Google Cloud, allowing them to process large amounts of data quickly and accurately.
  • With this integration, organizations can now leverage the strengths of both platforms to drive business insights and decision-making, while also benefiting from reduced complexity and costs.

How to Write Unit Tests in Python – with Example Test Code


freeCodeCamp | By Damilola Oladele

June 10, 2024

Backend
  • Unit testing is a software testing technique where individual components or units of an application are tested independently from the rest of the application.
  • This approach allows developers to write independent tests to ensure that each part of the application behaves as expected, making it easier to troubleshoot and maintain code.
  • Python provides built-in support for unit testing through the unittest framework, which is preferred by many developers due to its advantages such as being part of Python's standard library, familiarity with its API and structure, and comprehensive documentation.
  • To write unit tests with unittest, developers create test cases by subclassing unittest.TestCase and defining methods within the subclass to test individual units of their code.
  • The article provides a step-by-step guide on how to use the unittest framework to write tests for a simple calculator program, including writing test cases for the add and divide functions and using assertEqual and assertRaises methods to check for expected results and exceptions.

Build Your Local Coding Copilot with AMD Radeon GPU Platform


AMD | By AMD_AI

June 12, 2024

AI
Hardware
  • Generative AI is revolutionizing how software engineers work today.
  • With AMD's Radeon graphic card and the open-source development platform ROCm, developers can now build their own coding Copilot locally using a simple recipe.
  • The process involves setting up LM Studio with Llama3-8B as an inference server, connecting it to Continue, an extension of VSCode and JetBrains, and configuring the model provider in the config.json file.
  • With this setup, users can chat with Llama3, generate code, and even copy code snippets from the chat interface.
  • This implementation provides a simple and easy-to-use solution for individual developers who don't have access to cloud instances for large-scale AI inference calculations.

The best Canva alternatives in 2024


Zapier | By Harry Guinness

June 10, 2024

AI
  • If you're looking for alternatives to Canva, VistaCreate Pro is a great option with its team features, massive stock asset library, and unlimited storage.
  • If you prefer Adobe's Creative Cloud, Photoshop, Illustrator, and InDesign offer incredible power and flexibility at the cost of a steeper learning curve.
  • Desygner is another choice aimed at small to medium-sized businesses, while Fotor provides an affordable option with similarities to Pixlr.
  • If you mainly use Canva for presentations, other presentation apps might be a better fit.
  • Ultimately, Adobe Express is my top recommendation, but it's worth trying out the other alternatives and sticking with what works best for your needs.

What it takes to rewire a CPG company to outcompete in digital and AI


Mckinsey

June 12, 2024

AI
Backend
  • CPG companies are struggling to keep up with retailers and consumers in their digital and AI transformations, resulting in missed opportunities to capture value.
  • Our analysis shows that CPG companies perform poorly in digital and AI maturity, while retailers are near the top.
  • The potential for digital and AI transformations is significant, with a potential 6-10% incremental revenue uplift and corresponding growth of 3-5 percentage points in EBITDA over three to five years.
  • However, CPG companies need to rewire how they work to achieve sustainable competitive advantage from digital and AI.
  • This requires prioritizing domains with significant growth opportunities, developing a comprehensive road map, establishing cross-functional pods, and creating a centralized stage-gate process.
  • Additionally, companies need to upskill their people, deploy technology investments to optimize for reuse, develop data products, standardize APIs, invest in data pipelines, put in place a strong data product owner, anticipate and prepare for scaling challenges, and make leaders from the business side actively part of the transformation.

How to Fix Common Python Installation Errors on macOS


freeCodeCamp | By Daniel Kehoe

June 10, 2024

Backend
  • When installing Python on a Mac, it's recommended not to use the system Python as it's intended for Apple utilities, but instead install Python separately using Homebrew or by following a tutorial like How to Install Python on a Mac.
  • If you do decide to use Homebrew, be aware that its automatic updates can break projects and that multiple projects may need different Python versions, which can cause conflicts.
  • For development purposes, it's better to install Pyenv or Rye for version management and virtual environments.
  • Pipx is also recommended for running applications.
  • When installing packages with pip, be aware of the potential drawbacks such as global installations and conflicts between projects.
  • To avoid these issues, create a Python virtual environment using Venv or Virtualenv.

Streamlining Amazon Product Review Analysis with Apify and Snowflake Cortex | Airbyte


Airbyte

June 11, 2024

Web
AI
  • Here is a summary of the content in a simple, concise, and continuous paragraph that a beginner layman can understand: To analyze customer reviews and gain valuable insights into product sentiment, businesses can scrape and summarize these reviews using advanced data tools like Apify and Snowflake Cortex.
  • By following a step-by-step process, businesses can set up data integration between Apify, Airbyte Cloud, and Snowflake Cortex to extract customer reviews from an Amazon product page, load the data into Snowflake Cortex, and perform summarization using OpenAI's embedding service.
  • This integrated approach enables efficient handling of large datasets, automated data flow, and real-time updates, ultimately providing actionable insights into customer sentiment and key points from the reviews.

How to write SMART goals that work (including a SMART goal generator)


Zapier | By Nicole Replogle

June 10, 2024

Algorithms
  • To achieve your SMART goal, you need to transfer your plan to an app where you can regularly track its progress.
  • When choosing an app, consider factors such as collaboration requirements, task complexity, and personal preferences for organization.
  • Some goals may require project management software, while others might be better suited for task management or habit tracking apps.
  • To stay focused, break down large tasks into smaller steps and set daily or weekly filters on your dashboard.
  • Automate administrative tasks using tools like Zapier to save time and increase productivity.
  • Additionally, use reminders to check in on goal progress, track key metrics like time spent working on the goal, and make notes of milestones reached.
  • By following these strategies, you can turn your dreams into reality by integrating goals into your daily life.

Build engaging apps for Microsoft Teams meetings with new content sharing capabilities


Microsoft Devblogs | By Kanchan Kaur

June 11, 2024

Web
Cloud
DevOps
Backend
  • Here is a summary of the content in a simple, concise, and continuous paragraph: Microsoft Teams meetings are crucial for collaboration, involving various tools and content from different applications.
  • To enhance these experiences, Microsoft has introduced new features that allow developers to build engaging apps for Teams meetings with minimal code effort.
  • The features include presenting app content via Screen Share, allowing users to present content in their meeting without requiring additional development; and enhanced Share to Teams control, enabling users to share content from external webapps into Teams chats, channels, and meetings.
  • With these new features, developers can create apps that provide a seamless experience for users, such as sharing specific content pieces using screen sharing or allowing users to share content in an upcoming meeting with auto-installation of the corresponding app into the meeting.
  • The features also enable users to receive notifications when content has been shared in a meeting and find all related content within their app's side panel.

Meet the Google TV network


Android | By Amit Ghorawat

June 7, 2024

  • Google has launched a new connected TV (CTV) ads network called Google TV network, which provides access to over 125 streaming channels integrated with Google TV.
  • This allows advertisers to reach audiences through in-stream video ads on multiple platforms, giving them more opportunities to connect with their target audience and increase brand awareness.

From Insightful Keynotes to AI-Driven Solutions: A Recap of the 2024 AI Skills & Tech Talent Summit


Hackerrank | By Sanskruti Joshi

June 11, 2024

AI
Security
  • The AI Skills & Tech Talent Summit, hosted by HackerRank at the Royal Society in London, brought together thought leaders from across Europe and UK to explore the transformative power of Gen AI in recruitment, upskilling, and talent management.
  • The event featured captivating keynotes, innovative product showcases, and invaluable networking opportunities.
  • Keynote speakers Juan Herrera and Alla Pavlova shared insights on integrating AI into skill development, showcasing tech brands through hackathons, optimizing hiring processes with effective assessments, and continuously upskilling employees.
  • The summit also showcased HackerRank's Developer Skills Platform, which integrates AI to enhance recruitment and talent development while ensuring a positive developer experience.
  • Additionally, expert panel discussions highlighted the future of tech talent management in the era of AI, emphasizing human-centric approaches and practical strategies for navigating the evolving tech talent landscape.

Research Focus: Week of June 10, 2024


Microsoft Research | By Alyssa Hughes

June 12, 2024

Performance
AI
DevOps
Hardware
Robotics
Algorithms
  • Researchers at Microsoft have made significant advancements in various fields, including artificial intelligence, sustainability, and electronics.
  • In AI, they have developed an automatic evaluation framework for large language models (LLMs) called RELEVANCE, which assesses the relevance of LLM-generated content to human standards and detects potential issues such as hallucination or model slip.
  • Another breakthrough is LeanAttention, a hardware-aware scalable attention mechanism that enables efficient computation of self-attention in transformer-based models.
  • In sustainability, Microsoft researchers have created recyclable vitrimer-based printed circuit boards (vPCBs) for sustainable electronics, which can be repaired and recycled without degrading performance.
  • Additionally, they have developed WaveCoder, an LLM-based generator-discriminator data process framework that generates diverse and high-quality instruction data from open-source code.
  • Furthermore, Microsoft has introduced AutoGen training, a short course on AI agentic design patterns with AutoGen, which enables agents to take on different roles and collaborate to accomplish complex tasks.

Databricks Marketplace Welcomes 42 New Data Providers in Q1 2024


Databricks

June 7, 2024

AI
  • In June 2023, Databricks introduced its Marketplace, a platform that offers a wide range of data, analytics, and AI tools and services in one place.
  • This open marketplace is designed to help users easily discover, deploy, and manage their data needs, all powered by the open-source Apache Spark technology.
  • With the Marketplace, users can access a vast array of pre-built connectors, datasets, and applications from leading vendors and startups, allowing them to streamline their workflows, accelerate innovation, and make better-informed decisions.
  • By bringing together the best tools and expertise in one place, Databricks' Marketplace aims to simplify complex data workflows, reduce costs, and drive business success for its users.

Redact Personal Identifiable Information (PII) from audio with Node.js


Assembly AI | By Niels Swimberghe

June 12, 2024

AI
Backend
  • Here is the summary: To set up a development environment for transcribing audio and video files with PII redaction using AssemblyAI and Node.js, first install Node.js 18 or higher on your system, create a new project folder, initialize a new Node.js project, and add an AssemblyAI API key to a file named `package.json`.
  • Then, create a file called `index.js` and import the AssemblyAI SDK.
  • Use the SDK to transcribe an audio file with PII redaction enabled, specifying policies such as "person_name" and "phone_number".
  • After the transcript is completed without error, print out the redacted transcript.
  • You can also get the original audio with PII redacted by adding additional options to configure PII audio redaction.
  • Finally, run the script using Node.js, which will output a redacted transcript and create a new file on disk containing the redacted audio.

Deepgram Acquires Poised, Elevating Real-Time Voice AI Communication


Deepgram | By Josh Fox

June 11, 2024

AI
  • Deepgram, a pioneer in voice AI, has acquired Poised, the innovative minds behind the Poised AI Coach service, which uses voice AI to provide real-time feedback during online meetings.
  • This strategic acquisition brings Poised' proprietary technology and engineering team into Deepgram's portfolio, enabling users to enhance their communication skills and boost confidence in virtual interactions.
  • The integration of Poised AI Coach into Deepgram's offerings will showcase the future potential of voice AI and provide immediate value to users seeking improved virtual meeting experiences.
  • Existing customers can expect uninterrupted service with enhanced functionality over time, while new users are invited to explore the benefits of Poised AI Coach by signing up for free or contacting Deepgram to learn more.

Adding a custom source to PyAirbyte using the no-code builder | Airbyte


Airbyte

June 10, 2024

Security
Backend
  • Airbyte is a platform that enables building custom connectors to integrate APIs with Airbyte's data synchronization platform.
  • To build new connectors, you can either define them in a manifest.yaml file or use the Connector Builder in Airbyte Cloud.
  • The Connector Builder allows you to import YAML files, load existing connectors, or start from scratch.
  • When defining your connector, you'll need to fill in mandatory fields such as the connector name, API base URL, and authentication method.
  • Once set up, you can define streams that connect to specific API endpoints.
  • You can then reuse your custom connector across various platforms and environments using PyAirbyte.
  • The platform provides a feature to execute declarative YAML sources with PyAirbyte, allowing you to read YAML definitions from the Connector Builder UI and use them to connect to your custom connectors.

Nerding About NeRFs: How Neural Radiance Fields Transform 2D Images Into Hyperrealistic 3D Models


Nvidia | By Kristen Yee

June 12, 2024

AI
  • Neural radiance fields, or NeRFs, are a technology that can transform images into hyperrealistic 3D models by using a series of 2D images or video.
  • This innovative concept allows users to capture and experience the world in a new way, enabling them to view scenes from multiple angles.
  • Founded by Michael Rubloff, radiancefield.com explores the creative and commercial applications of NeRFs, which have already been used in various fields such as film, marketing, and more.
  • With its potential to revolutionize image capturing and processing, NeRFs are poised to change the nature of images forever.

Redesigning Pinterest’s Ad Serving Systems with Zero Downtime


Pinterest | By Pinterest Engineering

June 7, 2024

AI
Backend
Coding
  • The AdMixer Rewrite project at Pinterest aimed to unify organic and ads blending for deeper optimization while minimizing production health risk.
  • To achieve this goal, the team identified design principles such as easily extensibility, separation of concerns, safe-by-design, and development velocity.
  • They designed a high-level abstraction on top of the current business logic, using an in-house graph execution framework called Apex to organize code into directed acyclic graphs (DAGs).
  • The team also built an innovative data model that is passed through the graph to guarantee safe execution.
  • After launching the new system before the 2023 holiday season, the AdMixer service has been running live in production for almost three full quarters with no significant outages.
  • The Monetization team has launched several new product features, and developer satisfaction has nearly doubled from 46 to 90, indicating extremely high satisfaction.

A Guide for Next.js with TypeScript


Refine.dev

June 10, 2024

Web
  • When using TypeScript with Next.js, it's essential to exclude unnecessary files or directories from the compilation process by specifying them in the "exclude" array.
  • For example, excluding "node_modules" prevents unnecessary type checking of external libraries.
  • Additionally, Next.js provides built-in types for its data fetching methods, such as getStaticProps, getServerSideProps, and getStaticPaths, which can be imported and used in code to infer the types of props.
  • Interfaces and type aliases can also be used to write object shapes and function signatures, making it easier to reuse code and improve readability.
  • Furthermore, breaking down large functions into smaller ones can make them more reusable and maintainable.
  • By combining these TypeScript capabilities with Next.js, developers can enjoy a faster and more efficient application development experience.

Why Accelerated Data Processing Is Crucial for AI Innovation in Every Industry


Nvidia | By Ben Oliveri

June 7, 2024

Performance
AI
DevOps
Backend
Hardware
Robotics
Algorithms
  • AI is revolutionizing industries by supercharging innovation with machine-powered computation.
  • The backbone of top AI use cases is data, requiring effective and precise models trained on extensive datasets.
  • Organizations seeking to harness the power of AI must establish a data pipeline that involves extracting data from diverse sources, transforming it into a consistent format, and storing it efficiently.
  • Data scientists work to refine datasets through multiple experiments to fine-tune AI models for optimal performance in real-world applications.
  • As AI models become more complex, handling diverse data types such as text, audio, images, and video, the need for rapid data processing becomes critical.
  • Many businesses are turning to accelerated computing to integrate AI into their operations, leveraging GPUs, specialized hardware, software, and parallel computing techniques to boost computing performance by up to 150x and increase energy efficiency by up to 42x.
  • Across industries, companies are using accelerated computing to detect fraud in finance, simplify complex routing operations in telecommunications, condense drug discovery timelines in biomedicine, build the future of clean energy in utilities, enable safer self-driving vehicles in automotive, improve demand forecasting in retail, and improve disaster preparedness in public sector organizations.

Designing my own opinionated CSS library on top of TailwindCSS v4


The Research Nest | By XQ

June 9, 2024

Web
  • As I work on building a CSS library for most projects, I'm focusing on completing the design for remaining shortlisted HTML tags, cleaning up minified CSS to include only customized styles, and implementing proper light and dark modes.
  • My ultimate goal is to create a user-friendly "CSS Design Builder" that allows people to customize AltCSS to their design preferences through an intuitive interface, exporting the resulting minified CSS for use in their projects.

Empowering Women in Tech Through Mentorship at Grammarly


Grammarly

June 3, 2024

  • The mentorship program at Grammarly started as an informal initiative and brought together 19 pairs of women in engineering with mentors from different teams.
  • The program was structured to facilitate meaningful conversations, and participants reported that it had a significant impact on their careers and approach to collaboration.
  • Despite initial reservations, many mentees found the experience rewarding and implemented action items discussed during meetings.
  • The program's success has led to its expansion, with plans to make it more engaging and effective in the next iteration.
  • The team is also creating a template for other groups within the company to run their own mentorship programs, focusing on specific needs and building on the findings of this initiative.

Managing the risks around generative AI


Mckinsey

June 12, 2024

AI
DevOps
Robotics
  • Here is a summary of the content in a simple, concise, and continuous paragraph: As gen AI becomes more widespread, companies are facing unique challenges in managing its existing and potential threats.
  • Business leaders need to approach this rapidly evolving technology with caution, considering both strategic opportunities and risks.
  • Gen AI presents new regulatory dynamics, with different jurisdictions taking varying approaches to governing the technology's use.
  • Companies must develop a defensive and offensive strategy to successfully deploy gen AI, while also addressing data privacy, cybersecurity, and consent issues related to deepfakes.
  • Additionally, companies should focus on transparency, explainability, and monitoring of gen AI models to ensure fairness and prevent malicious use.
  • Employees need education on the potential consequences of using gen AI, and companies must adopt a risk management approach that includes principles and guardrails, frameworks, deployment and governance, and risk mitigation and monitoring.

6 tl;dv features to maximize your meeting efficiency


Zapier | By Hsing Tseng

June 11, 2024

AI
  • When your week is filled with back-to-back meetings, it's easy to lose track of who said what and when.
  • To streamline your meetings, you can use an AI meeting assistant like tl;dv, which handles tasks such as transcribing audio, generating meeting insights, and automating meeting reports.
  • With tl;dv, you can ask for answers to specific details from a meeting, get weekly summaries with AI reports, timestamp important moments, clip and highlight soundbites, stitch clips together into one seamless reel, and integrate it with other tech stack apps.
  • You can also use Zapier integration to automate your meeting-related workflows.
  • By using tl;dv, you can maximize your meeting efficiency and make the most of your time.

Gen AI: A cognitive industrial revolution


Mckinsey

June 7, 2024

AI
  • Here is a summary of the content: The advent of steam power transformed industries in the late 18th century, and similarly, the current generative AI revolution will transform language-based capabilities, including communication, reasoning, analysis, sales, and marketing.
  • Reid Hoffman, awesome to talk with you as always.
  • Summary:.

How to screenshot on Windows: 4 easy methods


Zapier | By Hsing Tseng

June 10, 2024

  • As a content marketer, I rely heavily on screenshot tools to illustrate step-by-step guides, break up walls of text, and highlight features.
  • Windows offers four easy ways to take screenshots using the Print Screen key, Snipping Tool, Game Bar, or third-party apps like Lightscreen and Capture.
  • The Snipping Tool allows for basic edits within the app, while Paint can be used for more advanced editing.
  • The Game Bar is designed primarily for gamers but also useful for non-gamers who want to take screenshots, record videos, and broadcast their screen.
  • If you prefer to use third-party apps, they offer additional features like uploading images to Imgur or turning recordings into GIFs.
  • To organize your files, it's essential to give them specific names as you go and store them in a consistent location, such as OneDrive.
  • You can also automate your file management by setting up OneDrive to save screenshots automatically or using Zapier to connect OneDrive with other apps for workflow automation.

14 content marketing examples to get the creative juices flowing


Zapier | By Hachem Ramki

June 11, 2024

AI
Algorithms
  • Here is a summary of the content in a simple, concise paragraph: Content marketing is about creating and sharing valuable content to connect with your target audience and build relationships.
  • It's not just about selling something, but about establishing yourself as a trusted resource and thought leader in your industry.
  • To achieve this, you need to find the right mix of content formats that resonate with your audience, such as social media campaigns, blog posts, videos, podcasts, and more.
  • The key is to create high-quality content that addresses real pain points and offers practical solutions.
  • By doing so, you can attract a loyal following, drive website traffic, and ultimately convert leads into customers.

Polaris Catalog – ITOps Times Open Source Project of the Week


Snowflake

June 8, 2024

  • The Polaris Catalog is an open-source project that aims to simplify IT operations by providing a centralized platform for managing and discovering infrastructure, applications, and services.
  • It allows users to create a unified view of their entire IT landscape, making it easier to manage complex systems and workflows.
  • The catalog uses a graph database to store information about different components, such as servers, storage devices, and network devices, and provides a user-friendly interface for querying and exploring this data.
  • This project is part of the ITOps Times initiative, which aims to promote open-source solutions in the IT industry.

How a Transformation Office will help you to build a data mesh


Thoughtworks | By Christopher Haas

June 11, 2024

  • A transformation office plays a crucial role in helping organizations build a data mesh, which is an architecture that enables scalable and flexible data management.
  • The office provides a central hub for data governance, ensuring that data is well-structured, standardized, and easily accessible across the organization.
  • By establishing clear data ownership and accountability, the transformation office helps to break down silos and fosters collaboration between teams.
  • Additionally, it enables data discovery and cataloging, making it easier to identify and connect relevant data sources.
  • With a transformation office in place, organizations can develop a culture of data-driven decision-making, enabling them to extract valuable insights from their data and drive meaningful business outcomes.

Harnessing the Power of Service Workers: Building Offline-Ready Web Apps


Housing.com | By Jitendra Kumar

June 12, 2024

  • The medium post has sparked a lively discussion among readers who have been continuing the conversation by sharing their own experiences, thoughts, and opinions on the topic.
  • They have been highlighting certain points from the original story while also adding new perspectives and insights, creating a rich and engaging dialogue that allows for the exchange of ideas and understanding.

Scaling to New Heights: NVIDIA MLPerf Training Results Showcase Unprecedented Performance and Elasticity


Nvidia | By Dave Salvator

June 12, 2024

AI
Hardware
  • The NVIDIA H200 Tensor GPU has been supercharged to push the boundaries of what's possible in AI training, extending the H100's performance by up to 47% in MLPerf Training debut.
  • The company's software stack has also seen numerous optimizations, resulting in a 27% increase in performance compared to last year's submissions using the same hardware.
  • This improvement showcases how continuous software enhancements can significantly boost performance.
  • Additionally, the NVIDIA platform excelled at large language model fine-tuning, scaling from eight to 1,024 GPUs, and accelerated Stable Diffusion v2 training by up to 80%.
  • The H200 also delivered a 47% boost on single-node graph neural network training compared to the H100.
  • Overall, the NVIDIA AI ecosystem has received broad support from 10 partners, underscoring the widespread adoption and trust in NVIDIA's AI platform across the industry.

Snowflake’s Summit Precipitates AI Avalanche


Snowflake

June 8, 2024

AI
  • Snowflake's Summit precipitated an AI avalanche by introducing its new suite of artificial intelligence (AI) products, which aim to revolutionize data warehousing and analytics.
  • The company claims that these innovative solutions can help businesses make more accurate predictions, automate tedious tasks, and provide real-time insights.
  • With the rise of cloud computing, Snowflake is positioning itself as a leader in the AI space by leveraging its scalable architecture to process vast amounts of data quickly and efficiently.
  • This move is expected to disrupt the traditional data warehousing landscape and pave the way for more intelligent decision-making across various industries.

The Linear method: Opinionated software


Figma | By Alia Fite

May 29, 2024

  • The design of a great product experience doesn't just happen, it's the result of careful planning and execution.
  • At Figma, we're exploring different ways to build for streamlined workflows, faster iterations, and better products.
  • The Linear team has developed a series of principles to guide their work, which revolves around opinionated software that is designed specifically for certain use cases.
  • They believe in having strong opinions, but also being open to adjusting those opinions based on customer feedback.
  • This approach allows them to balance the need for efficiency with the need for flexibility and adaptability.

Newsletter #39: Build With AssemblyAI's Integrations


Assembly AI | By Smitha Kolan

June 7, 2024

Cloud
AI
Backend
  • AssemblyAI has released a range of new features and integrations to help users make the most of their audio data.
  • The company's speech-to-text capabilities can be used in various applications, such as analyzing and understanding audio dialogues using LangChain, building searchable audio archives with LlamaIndex, and enhancing call transcription and analysis with Twilio.
  • Additionally, AssemblyAI has released tutorials on how to use its API with popular platforms like Node.js, Python, and AWS, allowing users to filter profanity from audio files, summarize audio content, and implement content moderation.
  • The company's YouTube channel also features tutorials on building AI voice bots, testing large language models with audio data, and creating talking AIs using real-time transcription and text-to-speech technology.
  • AssemblyAI invites users to join its community and sign up for updates on new product releases and weekly tutorials and blogs.

Takeaways From Day 2 of the Snowflake Summit 2024


Snowflake

June 8, 2024

  • At the Snowflake Summit 2024, Day 2 focused on empowering organizations to drive innovation and growth through data-driven decision making.
  • Keynote speakers emphasized the importance of data warehousing, cloud-based infrastructure, and advanced analytics in unlocking business value.
  • Real-world case studies showcased how companies like Google, Coca-Cola, and Dell leveraged Snowflake's platform to gain insights, optimize operations, and drive revenue growth.
  • The event also highlighted Snowflake's continued innovation in areas such as machine learning, data engineering, and customer experience, demonstrating the company's commitment to helping customers achieve their digital transformation goals.

The Impact of AI on Human Jobs


Deepgram | By Tife Sanusi

June 8, 2024

AI
  • Technology has been intertwined with artificial intelligence (AI) since its inception, influencing programming languages like JavaScript, Python, and Ruby.
  • The rapid integration of AI into various technological systems has led to concerns about the future of jobs in the tech industry, particularly with generative AI tools like ChatGPT that can write and interpret code.
  • However, despite their impressive capabilities, these tools are far from perfect, unable to understand human contexts and nuances, making them reliant on humans for input prompts and directions.
  • In the entertainment industry, AI has lowered barriers to entry, allowing smaller creators and media companies to compete with larger ones, but concerns about job replacement led to a labor strike in Hollywood.
  • In education, technology is helping teachers improve lesson plans and encourage personalized learning, and AI assistants can streamline administrative tasks, but human educators are still essential for connecting with students and understanding their specific needs.
  • Overall, while AI has many strengths, its limitations make it unlikely to replace humans in most jobs, at least for now.

Mastering the art of OKRs


Notion | By Drew Evans

May 15, 2024

  • Notion experienced rapid growth, leading to a need for improved goal-setting processes.
  • They adopted OKRs, a popular system that connects company goals with individual work plans.
  • To make OKRs effective, Notion advises using a template, linking goals to people and work, aiming for ambitious goals, and checking in regularly.
  • By connecting OKRs to a central hub and syncing them to important meetings, the company ensures transparency and alignment.
  • OKRs act like a roadmap, providing direction and metrics to track progress.
  • Notion emphasizes using a database to create a comprehensive OKR system that scales to meet the company's evolving needs.
  • This system allows everyone to clearly understand their contributions to the company's goals and track their progress toward achieving them.

Putting RL back in RLHF


HuggingFace

June 12, 2024

Hardware
Algorithms
  • Here is a concise summary of the content: The RLOO (REINFORCE Leave One-Out) Trainer is a new online RLHF training algorithm designed to be more accessible and efficient than PPO, requiring less GPU memory and running faster.
  • By treating the entire completion as a single action and using a smart baseline calculation, RLOO achieves competitive performance with PPO and outperforms DPO in response win rate.
  • The algorithm is implemented in TRL, allowing users to easily integrate it into their workflows.
  • With its improved numerical stability and reduced GPU memory usage, RLOO enables larger batch sizes and faster training times, making it a powerful tool for effective online RLHF.

The 20 best generative AI tools in 2024


Zapier | By Hachem Ramki

June 7, 2024

Web
AI
  • Here is a summary paragraph that explains what generative AI tools are, their capabilities, and how they can be used to revolutionize content creation, design, and problem-solving: Generative AI tools are innovative solutions that use artificial intelligence to create entirely new assets or enhance existing ones.
  • These tools can generate original written content, images, audio, or a combination of these, making them ideal for tasks such as writing marketing copy, creating videos, editing images, or generating music.
  • With the ability to automate various aspects of content creation, design, and problem-solving, generative AI tools have the potential to streamline workflows and increase productivity.
  • By integrating these tools into daily workflows using platforms like Zapier, users can unlock the full potential of generative AI and revolutionize the way they approach content creation, design, and problem-solving.

How to Use WeakMap and WeakSet in JavaScript


freeCodeCamp | By Joan Ayebola

June 7, 2024

Web
Backend
  • Here is a summary of the content: JavaScript offers WeakMap and WeakSet, two specialized data structures that hold weak references to objects, allowing for efficient memory management.
  • A WeakMap is a built-in data structure that stores key-value pairs where keys must be objects and values can be arbitrary.
  • It allows for garbage collection of its keys when there are no other references to them.
  • On the other hand, a WeakSet is designed to store a collection of objects without storing additional data associated with them.
  • Both data structures have limited methods and do not support iteration or enumeration.
  • They are particularly useful in scenarios where you need to associate additional data with objects or manage object references without preventing those objects from being garbage collected when they are no longer needed.
  • WeakMap is often used for private data storage, caching, DOM element management, and memoization, while WeakSet is useful for tracking the membership of objects in a collection, preventing object duplication, managing weak references in caches, and managing object references in data structures like graphs or tree-like structures.

What is the future of travel?


Mckinsey

June 7, 2024

AI
DevOps
  • The article discusses various trends and insights in the travel industry, including: 1.
  • **Decarbonization**: The need for travel companies to reduce their carbon footprint is becoming increasingly urgent.
  • Four steps can help decarbonize business travel: * Identify and sequence decarbonization initiatives * Partner with corporate clients on decarbonization * Close the "say-do" gap among leisure travelers * Build new sustainable travel options for the future 2.
  • **Air Travel**: The airline industry is facing challenges due to seasonality, with summer months being busier and more profitable than winter months.
  • Three approaches can help airlines respond to seasonality: * Mitigate winter weakness through conventional pricing and revenue management techniques * Adapt to seasonality by moving crew training sessions to off-peak periods and encouraging employee holiday taking during trough months * Leverage summer strengths by ensuring commercial contracts reflect higher margins 3.
  • **Luxury Travel**: The luxury travel space is evolving, with 35% of luxury-travel spending coming from travelers with net worths between $100,000 and $1 million (aspirational luxury travelers).
  • To succeed in this space, companies should: * Foster a culture of excellence by hiring for personalities, celebrating and rewarding employees, and creating a truly distinctive customer experience 4.
  • **Loyalty Programs**: Loyalty programs are big business, with travel companies selling loyalty points to third-party partners.
  • However, these programs have become less effective in driving customer loyalty due to their focus on revenue generation rather than improving customer experiences.
  • Three steps can help win back customers' loyalty: * Put experience at the core of loyalty programs * Use data to offer personalization to members * Rethink partnerships and build richer connections with customers The article also references various McKinsey research reports, articles, and surveys on these topics.

Transforming 2D Floorplans into Stunning 3D Models with Blender: A Step-by-Step Guide


Housing.com | By Anuj Saini

June 12, 2024

  • The article describes how people on Medium are engaging with a story by highlighting and responding to it.
  • This online community is having an ongoing conversation about the story, with each person building upon what others have said.
  • The conversation is flowing smoothly as readers share their thoughts, opinions, and experiences related to the story.

How we improved push processing on GitHub


Github | By Will Haltom

June 11, 2024

Performance
DevOps
Algorithms
  • GitHub made significant improvements to its push processing system by breaking down complex tasks into smaller, independent jobs that can be processed in parallel.
  • This was achieved by using Kafka events to fan out tasks to isolated job queues, allowing each job to process the event without dependencies on other jobs.
  • The new architecture provides better ownership and observability, as well as improved retry capabilities and reduced latency.
  • With this change, GitHub can now reliably process almost all pushes with minimal failures, reducing the blast radius of problems and making it easier for developers to push their code.

Cost management and visibility play central role in this week’s Snowflake announcements


Snowflake

June 8, 2024

  • Snowflake's recent announcements highlight the importance of cost management and visibility in data warehousing.
  • The company emphasizes that as organizations grow, their data needs expand, but so do costs.
  • To address this challenge, Snowflake is introducing new features to provide greater transparency and control over spending.
  • This includes automatic cost allocation, which assigns costs to specific teams or projects, making it easier for businesses to track expenses and optimize budgets.
  • Additionally, Snowflake's cloud-based architecture allows customers to scale up or down as needed, without the burden of infrastructure management, reducing overall costs and increasing agility.
  • By providing greater visibility into costs and enabling more efficient use of resources, Snowflake aims to help organizations achieve better business outcomes while keeping a lid on expenses.

Generalist vs. specialist: Which should you be in 2024?


Zapier | By Melissa King

June 12, 2024

AI
  • Jenny Flora Wells, a therapist and licensed social worker, found that specializing in trauma, artists, and adoptees helped her clients find her more easily.
  • Similarly, Gianluca Ferruggia, General Manager at DesignRush, advocates for the T-shaped professional approach, where one has deep expertise in a specific area while also having broad knowledge across multiple disciplines.
  • This allows individuals to adapt to new challenges and build on their existing skills.
  • Daniel Daines-Hutt, Content Marketing Manager at Zero to Mastery Academy, shares how his T-shaped approach helped him transition between roles and develop expertise in areas such as SEO, copywriting, and content marketing.
  • The article concludes that there's no right or wrong answer to whether one should be a generalist or specialist, but rather it depends on what fuels individual development and career growth.

Next-Gen Large Language Models: The Retrieval-Augmented Generation (RAG) Handbook


freeCodeCamp | By Vahe Aslanyan

June 11, 2024

Web
Performance
Cloud
AI
Backend
Hardware
Algorithms
  • The summary of the article is: Retrieval-Augmented Generation (RAG) is a transformative approach that combines the power of information retrieval with the generative capabilities of large language models to produce accurate, relevant, and coherent text.
  • RAG systems use retrievers to search through vast knowledge bases and generate text based on the retrieved information.
  • The article discusses the core components of RAG systems, including retrievers and generative models, and highlights their potential applications in various domains such as question answering, dialogue systems, summarization, and creative writing. The article also touches upon the challenges and innovations in the field of RAG, including efficient retrieval from large-scale knowledge bases, mitigation of hallucination, and integration of diverse data modalities.
  • It emphasizes the importance of developing comprehensive evaluation metrics that capture the interplay between retrieval accuracy and generative quality, as well as ensuring unbiased and fair information retrieval and generation. Overall, the article provides an in-depth overview of RAG systems and their potential to revolutionize various industries by providing accurate, relevant, and coherent text.

Building Course Registration Project with Azure SQL Database


Microsoft Devblogs | By Anagha Todalbagi

June 11, 2024

Database
Cloud
  • The database structure was created with tables such as office, building, and instructor, where each table had its own sheet in a spreadsheet.
  • Sample data was generated using OpenAI, ensuring that IDs were linked between tables to tell a comprehensive story for each student.
  • The sample data was then used to create SQL queries easily using Table Convert, leveraging Azure's capabilities.

ProWritingAid vs. Grammarly: Which is best? [2024]


Zapier | By David Hartshorne

June 7, 2024

AI
  • Both Grammarly and ProWritingAid are excellent writing tools that cater to different needs and preferences.
  • While Grammarly offers a more streamlined interface, generates better AI content, and integrates well with other apps, ProWritingAid provides more comprehensive writing reports, better pricing options, and more granular suggestions.
  • If you're looking for a tool to use in an academic setting or want lifetime deals and student discounts, ProWritingAid might be the better choice.
  • However, if you prefer a more familiar interface that does what you need, Grammarly could still be a great option.
  • Ultimately, both tools can be useful, and it's up to individual users to decide which one best fits their writing needs.

Dissecting the past to predict the future: Tracy Young on building TigerEye


YCombinator | By Greg Kumparak

June 12, 2024

  • Tracy Young, co-founder of PlanGrid and TigerEye, reflects on his entrepreneurial journey, from watching his refugee parents work hard to provide for their family to building his own startups.
  • He shares how his experience at YC as a founder and Visiting Group Partner helped him identify opportunities in the enterprise software space.
  • Tracy explains how TigerEye's business simulator uses AI, machine learning, and statistics to predict future business outcomes, similar to Moneyball but for businesses.
  • After leaving Autodesk, Tracy and his co-founder spent time reflecting on their past experiences, dissecting what they did right and wrong, and mapping out relationships with people they wanted to work with again.
  • As a founder this time around, Tracy is more deliberate about how he spends his time, focusing on product and sales while prioritizing family and work-life balance.
  • He advises founders to take advantage of the YC community, learning from others and building meaningful relationships during their time in the program.

How to make a flowchart in Microsoft Word without breaking your laptop


Zapier | By Hachem Ramki

June 11, 2024

  • Here is a summary of the content in a simple, concise, and continuous paragraph: To create a flowchart in Microsoft Word without any panic attacks, you can use shapes or SmartArt.
  • With shapes, you can insert rectangles, arrows, and lines to represent processes, decisions, and flows.
  • You can also add text to each shape by double-clicking on it and typing in the relevant information.
  • To format your flowchart, you can adjust font sizes, colors, and styles to make it visually appealing and clear.
  • Alternatively, you can use SmartArt graphics, which come with pre-defined templates and shapes, making it easier to create a flowchart.
  • When creating a flowchart, remember to keep it simple by avoiding jargon and overly complex explanations, resist the urge to cram too much information into each shape, and maintain a consistent format throughout.
  • Finally, test your flowchart for message clarity, get feedback from others, and consider using dedicated flowchart software if you need more advanced features or templates.

How to Enable Game Highlights without Compromising the Gaming Experience on AMD Ryzen™ AI Processor?


AMD | By AMD_AI

June 11, 2024

AI
Hardware
  • GamePP is an independent software vendor that provides professional assistant tools for e-sports, focusing on hardware monitoring, game optimization, and acceleration.
  • It has developed an application using Ryzen AI, which leverages the AI acceleration of the onboard AMD NPU to enhance gaming experiences on Ryzen AI-powered laptops.
  • The NPU can offload AI processing tasks from the GPU, improving overall performance.
  • Additionally, the company is working on applications such as object detection in shooting games and highlight video clip generation for live streaming.

Introducing the Hugging Face Embedding Container for Amazon SageMaker


HuggingFace

June 7, 2024

Performance
Cloud
AI
Backend
Hardware
  • Here is a simple and concise summary of the content: The Hugging Face Embedding Container for Amazon SageMaker is now generally available, allowing customers to efficiently deploy embedding models on SageMaker for building Generative AI applications like Retrieval-Augmented Generation (RAG) applications.
  • The container uses Text Embedding Inference (TEI), a fast and memory-efficient solution for deploying and serving embedding models.
  • To get started, you need an AWS account configured with the SageMaker Python SDK installed.
  • You then retrieve the new Hugging Face Embedding Container URI, deploy it to Amazon SageMaker, run and evaluate inference performance, and finally delete the model and endpoint.
  • The container supports various model architectures and can be deployed on both CPU and GPU instances, offering high-performance extraction for popular models like FlagEmbedding, Ember, GTE, and E5.

Uncovering GenAI trends: Using local language models to explore 35 organizations


Mozilla | By Stefan French

June 10, 2024

  • Mozilla.ai has been exploring how different organizations are using language models in their daily practices.
  • Over the past few months, they have spoken with 35 organizations across various sectors such as finance, government, startups, and large enterprises, to learn about their experiences with these models.
  • By doing so, Mozilla.ai aims to uncover trends and best practices in using local language models, providing valuable insights for others who are considering implementing them.

Asana AI: How to use Asana Intelligence


Zapier | By Kiran Shahid

June 7, 2024

AI
  • Asana AI is a set of seven features designed to streamline your project management workflows, including smart status, smart answers, smart summaries, and more.
  • With Asana AI, you can use natural language to ask questions about your tasks and projects, and receive instant answers.
  • The smart editor helps polish your writing, while the smart fields suggest custom fields and fill in values for you.
  • Additionally, Asana AI's smart rules automate workflows using natural language, and its smart digests provide a rundown of recent project activity.
  • Asana AI is available on paid plans only, with support for multiple languages, including English, Traditional Chinese, Russian, and more.

Tech services and generative AI: Plotting the necessary reinvention


Mckinsey

June 12, 2024

Web
AI
Backend
Algorithms
  • The article discusses the impact of generative AI (gen AI) on the tech services industry and provides insights on how providers can adapt to this new landscape.
  • Key points include: 1.
  • Gen AI is transforming the way organizations operate and creating a massive market opportunity for tech services providers. 2.
  • The industry is shifting from traditional IT services to gen AI-based services, which require different skills, tools, and business models. 3.
  • Providers must reposition themselves as "neutral" technology advisers, bringing customers the best-of-breed offerings in an evolved, complex technology stack. 4.
  • To succeed, providers will need to develop a new range of services, including: * Reimagined traditional and digital services lines that leverage gen AI for improving delivery productivity and innovating current services offerings. * Gen-AI-native services related to LLMs or tooling (e.g., building comprehensive, end-to-end services ecosystems). * Layers, which were previously the main focus areas of traditional services providers' play (e.g., knowledge management, customer service). 5.
  • Providers will need to develop ready- deploy accelerators or solutions across the gen AI tech stack to accelerate the development and adoption of existing gen AI solutions on the market. 6.
  • Rethinking GTM and commercial models will be essential, including innovative pricing models linked to productivity gains or specific use cases. 7.
  • Developing a new AI talent model across build, sell, and deliver functions will be critical, including roles such as responsible AI lead, AI product managers, and sales leaders with technical and consultative skills. 8.
  • Adopting a new partnership and M&A approach is necessary to bring together the emerging gen AI ecosystem, including partnerships with smaller or fledgling software companies. 9.
  • Modernizing delivery models through AI COEs will be essential to enable higher efficiency for customers and realize the full potential of gen AI on delivery model. 10.
  • Services providers must address fundamental risks, such as scope creep, costs, customer focus, and reputational damage. The article concludes that while the shift to gen AI presents significant challenges, it also offers enormous opportunities for tech services providers who can adapt and transform their business models, skills, and partnerships to capitalize on this new landscape.

The 100-million migration


McDonald's Tech Blog | By Global Technology

June 11, 2024

Security
  • Here is a summary paragraph that a beginner layman can understand: To improve the user experience of McDonald's Global Mobile App (GMA), the company moved millions of users to a new platform using a microservice architecture in the backend for registration, login, and maintenance of user profiles.
  • The new system allows users to securely register without a password, validate their email address or social media account, and log into the app seamlessly.
  • To achieve this massive migration, the team designed a data migration script that enabled them to transfer user information from the old to the new system without disrupting the end-user experience.
  • The process involved submitting range requests for specific users, validating IDs, and migrating 5 million users every 15 minutes.
  • Once completed, the old system was shut down, and the new one took over managing user identity information.

How Leapsome leverages Notion to align on ways of working at scale


Notion | By Amelia Kroner

June 6, 2024

  • Leapsome, an all-in-one people enablement platform, has adopted Notion as its primary tool for managing core workflows, including help desks, community management, and compliance processes.
  • By consolidating these tools into one platform, Leapsome estimates it has saved €40,000 per year in costs.
  • The company's Notion philosophy is built on two principles: connectivity and consistency.
  • Everyone's work and company knowledge is documented in a shared workspace, making it easy to stay aligned while collaborating.
  • The company aims for a consistent Notion experience across teams and use cases, ensuring strategies scale as the company grows.
  • Leapsome showcases its onboarding workflow as an example of its philosophy, which includes syncing information from Personio and Zapier, connecting databases, and triggering Slack messages.
  • This process is scalable, personalized, consistent, and connected, making it easy to onboard new hires while maintaining a uniform experience across teams.

The McKinsey Crossword: “Soup’s On!” | No. 184


Mckinsey

June 11, 2024

  • The content invites readers to participate in interactive puzzles, either online or by printing and solving them on paper.
  • Readers can check back every Tuesday for a new puzzle or opt-in to receive alerts when a new challenge becomes available.

Announcing General Availability of Predictive Optimization


Databricks

June 11, 2024

Backend
  • Databricks has announced the general availability of its Predictive Optimization feature, which uses machine learning to automatically optimize table data layouts for faster query performance.
  • This means that users can now focus on their analytics workloads without worrying about the underlying data structure, as Databricks' technology will analyze and adjust the layout in real-time to minimize data scanning and maximize query speed.

Welcome Andrew, Notion’s new Head of Sales in Sydney!


Notion | By Katsukiyo Nishi

June 11, 2024

  • Andrew is a surf boat rower, apiccolodrinker, and the new Head of Sales at Notion's Sydney outpost.
  • He brings a unique mindset to work, having built and led sales teams at LinkedIn for over a decade.
  • Andrew's passion project is surf boat rowing, which he competes in annually at the Australian Life Saving Championships.
  • He discovered Notion while visiting Legoland with his family, where he imagined building blocks as software and saw parallels between Notion's product and his own experiences.
  • As a sales professional, Andrew emphasizes the importance of making people feel worth it, leading by example, and empowering teams to achieve greatness.
  • In his new role at Notion, Andrew aims to build a go-to talent destination, become the default tool for innovative companies, and engage with the vibrant community in Asia-Pacific.

Keeping it 100(x) with real-time data at scale


Figma | By Arushi Bandi

May 17, 2024

Web
Database
Backend
Algorithms
  • Figma's LiveGraph provides real-time data updates through a data-fetching service that uses GraphQL-like queries to return data as JSON trees.
  • To improve scalability, Figma embarked on a "LiveGraph 100x" initiative to enhance the service's ability to handle increased client sessions and database updates.
  • This involved redesigning the architecture using a global invalidation-based cache sharded by query hash and a stateless invalidator aware of database topology.
  • The new architecture eliminates excessive fan-in and fan-out, supports database sharding, reduces memory usage, and improves resilience to transient failures.
  • Despite challenges in handling complex queries, the development team utilized caching tricks to effectively invalidate and re-fetch queries without infinite fan-out.
  • Careful synchronization during the "read-invalidation rendezvous" ensures that queries remain up-to-date.
  • With LiveGraph 100x, Figma has achieved significant scalability improvements, enabling independent scaling of its services and handling exponential growth in user traffic and active queries.

Rescuing the decade: A dual agenda for the consumer goods industry


Mckinsey

June 11, 2024

AI
Robotics
  • The report highlights the challenges faced by the Consumer Packaged Goods (CPG) industry in the next five years.
  • The megatrends of digitalization, e-commerce, and sustainability will continue to shape the industry's landscape.
  • To stay ahead, CPG companies need to adapt their business models, capabilities, and operating models. The report identifies two key agendas for CPG companies: Agenda 1 (Portfolio) and Agenda 2 (Performance). Agenda 1 focuses on portfolio reshaping and extending into new businesses.
  • This includes: * Portfolio reshaping: Focusing resources on the most promising categories and geographies. * M&A&D: Strengthening exposure to successful categories and geographies through mergers, acquisitions, and divestitures. * Extending into new businesses: Entering services or ecosystems related to core business. Agenda 2 focuses on performance improvement.
  • This includes: * Achieving commercial excellence: Excelling across the commercial spectrum, from key account partnerships to digitally enabled routes to market excellence. * Marketing revolution: Building skills and ways of working in marketing, including leveraging gen AI. * Innovating for premiumization and category expansion: Creating growth in categories, specifically premium in developed markets and category expansion in developing markets. * Reinventing productivity: Applying technology to transform efficiency, with a focus on supply chain, back-office functions, commercial functions, and innovation. The report emphasizes the need for CPG companies to: 1.
  • Lean into digital transformation to stay ahead of competition. 2.
  • Focus on building capabilities in marketing, sales, and operations. 3.
  • Prioritize portfolio reshaping and extending into new businesses. 4.
  • Drive down cost of goods sold without reducing consumer appeal. 5.
  • Reinvent productivity by applying technology to transform efficiency. The report concludes by posing several questions for management teams to consider, including understanding megatrends' impact on their business, identifying areas for improvement, and acting fast to fuel winning cells and fix leaky buckets.

Enhancing customer experience in an evolving mobility ecosystem


Mckinsey

June 11, 2024

Robotics
  • The mobility ecosystem is poised for significant changes in the next two to three years, driven by advancements in electric and autonomous vehicles.
  • As a result, there will be more data generated from these vehicles, which can be used not only for insurance purposes but also for other applications.
  • Robert Spencer, president and COO of Toyota Insurance, sees opportunities for collaboration between OEMs and insurers to provide a better experience for customers.
  • He believes that the goals of keeping drivers safe align with those of reducing claims, making it beneficial for both parties to work together.
  • By harnessing customer data, OEMs and insurers can tailor their services to meet individual needs, leading to improved experiences and potentially better insurance products.

SIBYL: A machine learning-based framework for forecasting dynamic workloads


Microsoft Research | By Alyssa Hughes

June 11, 2024

AI
Backend
Data Science
Algorithms
  • In 2024, Microsoft Research introduced SIBYL, a machine learning-based framework designed to predict queries in dynamic environments with high accuracy.
  • Unlike traditional optimization tools meant for static settings, SIBYL adapts seamlessly to changing workloads, ensuring consistent performance as query demands evolve.
  • By analyzing historical data and parameters, SIBYL uses machine learning to forecast future queries and their timing, operating in three phases: training, forecasting, and incremental fine-tuning.
  • This framework addresses challenges of managing varying query numbers and complexity by grouping high-volume queries and clustering low-volume ones, supporting scalability and efficiency.
  • SIBYL consistently outperforms other forecasting models, maintaining accuracy over different time intervals, and adapts to changes in workload patterns by continuously learning.
  • Its applications include improving materialized views, scaling resources efficiently, and reducing costs, with plans for future integration of more machine learning techniques to make it even more efficient.

Insights and Lessons From a Linux Foundation Fellow: MyOpen Source Story, as Told by Mr. Yoshiya Eto


Linux Foundation | By Yoshiya Eto

June 7, 2024

Coding
  • Mr. Yoshiya Eto, a Fellow of The Linux Foundation, shares his journey in the world of open-source software.
  • He was fascinated with operating systems during his university days and developed a novel OS for his first job at Fujitsu.
  • Over the next 15 years, he continued to develop and support this OS, also studying various processor architectures and contributing to NetBSD.
  • In 2000, Fujitsu chose Linux as its next-generation operating system, leading Eto's team to collaborate with IBM, Hitachi, and NEC to enhance Linux features for enterprise use.
  • Through this process, they gained a deeper understanding of the Linux community and its collaborative nature.
  • Eto highlights his biggest achievement, the Tokyo Stock Exchange system renewal in 2010, which significantly improved response times.
  • He also reflects on the importance of upstreaming codes, contributing small amounts of code to developments, and establishing new ways to measure development efforts.
  • Throughout his journey, Eto has learned valuable lessons about embracing imperfection, allowing for misunderstandings, and not being afraid to fail.

Introducing AI/BI: Intelligent Analytics for Real-World Data


Databricks

June 12, 2024

  • Databricks Lakehouse is a cutting-edge business intelligence product designed from scratch to intimately combine the best of data engineering and data analytics, allowing users to easily work with their data in its raw form.
  • This revolutionary tool enables seamless collaboration between data engineers, analysts, and scientists by providing a unified platform for data processing, storage, and visualization, ultimately streamlining the entire data workflow process.
  • With Databricks Lakehouse, organizations can now effortlessly ingest and prepare large datasets, perform advanced analytics, and visualize results in a single, intuitive interface, making it an ideal solution for modern businesses seeking to unlock valuable insights from their vast amounts of data.

Commercial capabilities: A predictor of growth for medtech companies


Mckinsey

June 11, 2024

  • The medtech industry has been experiencing low growth rates since 2020, but growth started to return to pre-pandemic levels in 2023.
  • Despite this, companies are still struggling to find ways to accelerate and sustain growth.
  • Research with over 60 medtech companies by McKinsey found that commercial capabilities are a strong predictor of growth, with companies having more advanced commercial capabilities experiencing higher growth rates than those with average or less developed capabilities.
  • To achieve profitable growth, medtech companies can enhance their commercial capabilities, particularly in seven specific practices, allowing them to capture more customers and drive success.

Lock-free reference-counting a TLS slot using atomics, part 1


Microsoft Devblogs | By Raymond Chen

June 12, 2024

  • Here is the summary: The TlsManager class manages thread-local storage (TLS) by allocating and freeing TLS indices when needed, while ensuring that only one instance of TLS is allocated at a time.
  • The class has an Acquire method to allocate TLS when a new instance is created, and a Release method to free TLS when the instance is destroyed.
  • To make it thread-safe, locks are added to protect access to TLS allocation and freeing.

The 8 best ChatGPT alternatives in 2024


Zapier | By Harry Guinness

June 12, 2024

AI
  • If you're looking for alternatives to ChatGPT, there are several options that cater to specific needs and preferences.
  • Claude is a good choice if you prioritize safety and ethical considerations, while Gemini is ideal if you use Google's Workspace apps, browser, and smartphone OS.
  • Zapier Central is suitable for getting work done efficiently.
  • Each of these chatbots has a free plan or trial, allowing you to test them before deciding which one suits your needs best.

Azure OpenAI On Your Data with Semantic Kernel


Microsoft Devblogs | By Dmytro Struk

June 12, 2024

Cloud
AI
Security
  • Here is a summary of the content in a simple, concise, and continuous paragraph: The article explains how to use Azure OpenAI On Your Data feature, which combines advanced AI models from OpenAI with strong data management tools of Azure.
  • It provides a step-by-step guide on how to configure and use this feature with Semantic Kernel, allowing businesses to gain valuable insights and improve operations by combining their data, AI, and other Semantic Kernel plugins.
  • The article covers setting up three required services: Azure OpenAI service, Azure AI Search service, and Azure Blob storage.
  • It then walks through the process of uploading data files to Azure Blob storage, vectorizing and indexing them in Azure AI Search, and connecting Azure OpenAI service with Azure AI Search using Add your dataview in Azure OpenAI Studio.
  • The article concludes by showcasing how to use Semantic Kernel to ask questions about the uploaded data, leveraging the power of AI to gain insights and improve operations.

12 tips for actually getting work done on a plane


Zapier | By Hannah Herman

June 10, 2024

AI
Backend
Network
  • When it comes to working on an airplane, it's essential to find ways to stay productive despite the cramped and noisy environment.
  • To get started, focus on getting comfortable by dressing appropriately for the flight, using a window seat, and bringing a small blanket or sweater if needed.
  • Next, explore Wi-Fi options ahead of time to ensure you have reliable internet access.
  • Choose what you'll work on beforehand, focusing on low-stakes tasks that don't require intense concentration.
  • Open your documents before boarding, set your Slack status to away, and consider using a tablet instead of a laptop for added portability.
  • Additionally, use a privacy screen, turn off AirDrop, wear headphones, and be considerate of fellow passengers by keeping noise levels down and respecting personal space.
  • By following these tips, you can stay productive and focused while flying.

TOPS of the Class: Decoding AI Performance on RTX AI PCs and Workstations


Nvidia | By Jesse Clayton

June 12, 2024

Performance
AI
Hardware
  • The era of AI-powered PCs has arrived, with NVIDIA RTX and GeForce RTX technologies at its core.
  • To evaluate AI performance, new metrics are needed, such as trillions of operations per second (TOPS), tokens per second, and batch size.
  • The more TOPS, the better, and NVIDIA RTX GPUs deliver unprecedented performance across all generative tasks.
  • LLMs generate tokens, with larger models requiring more memory, while batch sizes improve performance but also require more resources.
  • RTX GPUs are well-suited for LLMs due to their large amounts of dedicated video random access memory (VRAM) and Tensor Cores.
  • Measuring image generation speed is another way to evaluate performance, and RTX GPUs can generate images from text prompts faster than CPUs or NPUs, with even higher performance when using the TensorRT extension for Automatic1111 interface.

How does ChatGPT work?


Zapier | By Harry Guinness

June 7, 2024

AI
  • ChatGPT uses a vast amount of training data to predict what words will come next, rather than relying on the internet and trusting sources.
  • This technique is clever but can be misleading as it doesn't always provide accurate information.
  • GPT-4 does a better job, but its predictions still lack understanding of an individual's reputation.
  • While ChatGPT can search the web for more up-to-date information, OpenAI offers an API platform that allows developers to integrate ChatGPT into their apps and services.
  • Zapier uses this API to power its own integration, allowing users to connect ChatGPT to thousands of other apps and automate workflows.
  • The future of ChatGPT is expected to focus on multimodality, with the ability to respond to image, audio, and video prompts.

Answers: Generative AI as Learning Tool


Oreilly | By Mike Loukides

June 11, 2024

AI
Algorithms
  • O'Reilly is building a generative AI-powered feature called Answers, which aims to answer questions in the flow of learning across their entire learning platform.
  • This feature enables active learning by allowing users to ask questions and get answers, rather than simply ingesting content from books or videos.
  • The core of Answers was built through collaboration with a partner that provided AI expertise, emphasizing the importance of partnering with others when building AI applications.
  • The design of Answers is more complex than expected, using a Retrieval Augmented Generation pattern (RAG) to generate answers and attribute them to specific content, allowing for fair compensation of authors.
  • The goal of O'Reilly's AI project is not to impress customers with their expertise but to solve the problem of helping students acquire new skills efficiently, focusing on that goal rather than the AI technology itself.

How to Use Viewing Patterns in Your Website Designs


freeCodeCamp | By Ijelekhai Faith Olohijere

June 12, 2024

Web
  • Viewing patterns in graphic design and information architecture emerged in the latter half of the 20th century as designers applied insights from eye-tracking studies to optimize layouts for various media formats.
  • Today, these patterns continue to evolve with advancements in technology and changes in user behaviors.
  • Common viewing patterns include the F-pattern, where users scan horizontally then vertically; the Z-pattern, which involves zigzag movement across the page; the Gutenberg diagram, which outlines a natural eye movement pattern; and the layer-cake pattern, where multiple layers of content are stacked vertically.
  • Understanding these patterns is crucial for designers to arrange content in a way that aligns with users' reading habits, ensuring key messages are effectively communicated.
  • By selecting the right viewing pattern for a project, designers can create intuitive and accessible designs that cater to diverse user needs.

The 10 best digital asset management (DAM) software options in 2024


Zapier | By Michael Kern

June 10, 2024

  • When choosing a Digital Asset Management (DAM) software for your organization, it's crucial to consider your specific needs and requirements to ensure efficiency and productivity.
  • Automation can be a game-changer in this process, allowing you to connect various apps used daily to break down silos and empower your team.
  • With Zapier, you can automate processes, build better workflows, and streamline operations whether you're starting small or managing an entire enterprise.

Learn High-Level System Design by Building a YouTube Clone


freeCodeCamp | By Beau Carnes

June 11, 2024

Web
Cloud
Backend
  • High-Level System Design is about creating a blueprint for complex systems that focuses on architecture, component interactions, and scalability.
  • It involves understanding how different parts of a system communicate, manage data, and handle user requests efficiently.
  • A course on freeCodeCamp's YouTube channel teaches high-level system design by building a fully functional YouTube-clone platform using technologies like JavaScript, React, Node.js, Express, Prisma, Next.js, Docker, and Redis.
  • The course covers three key services - upload, watch, and transcoder - and provides practical experience in building a complex application with hands-on exercises.
  • By the end of the course, learners will have a deep understanding of high-level system design principles and be able to apply them to real-world problems.

Fine-Tuning Your AI: Resources You Need


Deepgram | By Samuel Adebayo

June 7, 2024

Web
AI
Security
Data Science
Hardware
Algorithms
  • Fine-tuning is a technique used to improve the performance of pre-trained AI models by making small adjustments to align them with specific tasks or domains.
  • Choosing the right dataset for fine-tuning is crucial, considering factors such as domain relevance, data quality, licensing, and benchmarking performance.
  • Popular datasets include Common Voice for speech recognition, ImageNet for computer vision, Amazon Reviews for sentiment analysis, Anthropic HH Golden for language model alignment, and OBELICS for multimodal learning.
  • Fine-tuning models on these datasets have demonstrated significant improvements in performance, such as reducing word error rates, increasing accuracy, and surpassing baseline models.
  • By selecting the right dataset and fine-tuning a pre-trained model, developers can create AI applications that are more accurate, efficient, and effective.

Unlocking the power of mixed reality devices with MobileConfig


Facebook

June 11, 2024

Mobile
DevOps
Security
Backend
Hardware
  • Meta's engineers developed a configuration system called MobileConfig, which enables fast experimentation and remote control of various aspects of their family of devices, including low-powered microcontrollers.
  • The system allows developers to manage features without touching client-side code and provides a unified configuration workflow for multiple platforms, including Android and Windows.
  • By repurposing the MobileConfig service, Meta optimized its development process and improved functionality on low-powered devices, such as smart glasses.
  • The system also enables experimentation at the OS level with customized APIs and allows developers to quickly use configurations with limited screen real estate.
  • With MobileConfig, Meta's infrastructure empowers a new generation of devices, enabling developers to move swiftly while putting users' needs first.