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150+ Tech Blogs, 15+ Research Journals, Summarized on a Single Feed

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What’s new in Flutter 3.29

Flutter | By Kevin Chisholm

February 12, 2025

Flutter
Dart
UI thread
DevTools
Gradle plugin
Website
  • In the latest update of Flutter (version 3.29), several changes have been made to improve its performance, user experience, and compatibility with other platforms.
  • One major change is that Flutter now executes Dart code on the main thread instead of having a separate UI thread, making it faster and more efficient.
  • Additionally, new features have been added to DevTools, such as a condensed widget tree and improved logging tools.
  • Some packages are being discontinued, and there are also changes to how projects are built with the Gradle plugin and how web images are handled.
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ImmerseDiffusion: A Generative Spatial Audio Latent Diffusion Model

Apple ML Research

February 12, 2025

Generative Audio
Spatial Audio
Deep Learning
  • ImmerseDiffusion is a computer program that creates realistic, three-dimensional audio environments.
  • It uses text descriptions or specific sound details to generate immersive sounds that can be played back through multiple speakers, making it feel like you're in the scene.
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Rethinking your company’s clean-power strategy

Mckinsey

February 12, 2025

clean-energy
renewable-energy-sources
grid-level-approach
emission-reductions
cost-effectiveness
  • As technology companies' power demands grow, businesses are increasingly looking to buy clean electricity to meet climate targets and cut costs.
  • Voluntary purchases of clean energy have sped up the deployment of renewable-energy sources and reduced their costs.
  • However, companies face challenges in ensuring that their power purchases are genuinely clean, with factors like additionality, location matching, and temporal matching being debated.
  • Research suggests that an integrated, grid-level approach is more effective than a company-level approach in reducing emissions and costs, with benefits including optimized power purchasing, dispatchable assets, and reduced waste through overbuild and unnecessary battery cycling.
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How SSH Authentication with GitHub Works Under the Hood

freeCodeCamp | By Vivek Agrawal

February 12, 2025

SSH
Cryptography
Security
Authentication
  • SSH (Secure Shell) is a way for computers to talk to each other safely over the internet.
  • When you want to make changes on GitHub, it needs to know it's really you and not someone else trying to trick it.
  • SSH uses secret keys to prove who you are.
  • There are two types of keys: public and private.
  • The public key can be shared with anyone, but the private key is a secret that only you should have.
  • When you try to make changes on GitHub, your computer sends its public key along with a special code (called a signature) that's made using your private key.
  • If the signature checks out, GitHub knows it's really you and lets you make the changes.
  • This all relies on some pretty cool math concepts called cryptography, including symmetric and asymmetric encryption, hash functions, and digital signatures.
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Unlocking global AI potential with next-generation subsea infrastructure

Facebook

February 14, 2025

Subsea Cable Project
Global Connectivity
Artificial Intelligence
Digital Infrastructure
  • Project Waterworth is a massive undersea internet cable project that will connect five continents and help bring faster and more reliable internet to many parts of the world.
  • This project aims to enable greater economic cooperation, digital inclusion, and technological development in regions like India, Brazil, and South Africa.
  • It's part of Meta's ongoing efforts to build innovative technologies, including AI, which is transforming how we live and work.
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Reducing emissions and costs: Putting your products on a ‘low-carb’ diet

Mckinsey

February 12, 2025

Carbon Footprint
Decarbonization
Business Resilience
  • Companies are under pressure to reduce their carbon footprint, either by choice or due to new regulations in many regions.
  • This is becoming a significant cost for businesses as they comply with rules like carbon taxes and border adjustments.
  • To stay ahead, companies should develop a good strategy that not only helps the environment but also reduces risks and creates opportunities.
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Safety First: Leading Partners Adopt NVIDIA Cybersecurity AI to Safeguard Critical Infrastructure

Nvidia | By Itay Ozery

February 12, 2025

Cybersecurity
Artificial Intelligence
Critical Infrastructure
Digital Transformation
  • Critical infrastructure such as power plants, factories, and hospitals is becoming more vulnerable to cyber threats due to digital transformation and interconnected technologies.
  • To address this issue, companies are using artificial intelligence (AI) and advanced computing to detect and prevent these threats in real-time, ensuring both security and operational continuity.
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A different lens on Europe’s defense budgets

Mckinsey

February 12, 2025

NATO
Defense Spending
Geopolitics
Military Capabilities
  • Some European countries are planning to increase their defense spending as a response to growing geopolitical tensions, with some aiming to spend up to 5% of their GDP on military capabilities.
  • This increased spending is expected to have a significant impact on the region's ability to deter and respond to threats.
  • While not all of this money will go directly into modern equipment and combat readiness, it's estimated that every additional euro spent could lead to a greater increase in defense outputs and readiness due to advancements in technology.
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ARMOR: Egocentric Perception for Humanoid Robot Collision Avoidance and Motion Planning

Apple ML Research

February 13, 2025

Humanoid Robots
Robotics
Artificial Intelligence
Motion Planning
  • Researchers created a new system called ARMOR for humanoid robots to better navigate crowded spaces.
  • This system combines special sensors and software to help the robot see its surroundings more clearly, making it easier to move around without bumping into things or people.
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Join us at AI Startup School — June 16-17

YCombinator | By Garry Tan

February 12, 2025

YC
AI Startup School
Artificial Intelligence
  • YC (Y Combinator) is hosting its first AI Startup School in San Francisco on June 16th and 17th, where top computer science students and new graduates in AI will learn from world experts like Elon Musk and Andrew Ng about building the future of AI.
  • YC wants to invite 2000 participants who are interested in AI research or work, and they will cover airfare for those not based in San Francisco.
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Transfer Learning in Scalable Graph Neural Network for Improved Physical Simulation

Apple ML Research

February 14, 2025

Graph Neural Networks
Transfer Learning
Artificial Intelligence
  • Researchers are trying to improve the performance and efficiency of models that simulate complex systems using graphs by applying a technique called transfer learning.
  • This allows them to use pre-existing knowledge from other similar tasks, making it faster and cheaper.
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How Scaling Laws Drive Smarter, More Powerful AI

Nvidia | By Kari Briski

February 12, 2025

Artificial Intelligence
Machine Learning
AI Scaling Laws
Pretraining Scaling
Post-Training Scaling
Test-Time Scaling
  • There are three main laws in Artificial Intelligence (AI) development: pretraining scaling, post-training scaling, and test-time scaling.
  • Pretraining scaling is about training large AI models with lots of data to improve their performance, while post-training scaling is about fine-tuning these models for specific tasks or domains.
  • Test-time scaling, also known as long thinking, allows AI models to reason through complex problems by allocating extra computational effort during inference, enabling them to provide well-reasoned and accurate responses.
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Securing the Future: AT&T Uses Generative AI to Transform Fraud Protection

Databricks

February 14, 2025

mobile network
telecommunication
wireless service
  • AT&T aims to offer trustworthy and modern mobile phone network services to its large customer base of around 182 million people on a daily basis.
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Evolution of Utilities: The Rise Of The Data Intelligent Utility

Databricks

February 13, 2025

Power Grid
Electrical History
  • Today's power grid has its origins dating back to the late 1800s, specifically from Pearl Street Station, which initially supplied electricity to just a few customers.
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Findings of the IWSLT 2024 Evaluation Campaign

Apple ML Research

February 12, 2025

Spoken Language Translation
Machine Learning
Language Processing
  • Researchers organized shared tasks at the 21st IWSLT Conference to address challenges in spoken language translation, which is when a machine translates speech into another language.
  • These challenges include translating conversations in real-time or offline, adding subtitles or dubbing to videos, and translating languages that are not well-represented.
  • Many teams participated in these tasks and their submissions were documented in research papers.
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Automating container image migration from Amazon ECR to GitLab

Gitlab | By Tim Rizzi

February 13, 2025

GitLab
Container Registry
Docker
AWS IAM
Pipeline Automation
  • GitLab engineers created an automated pipeline to move container images from one system to another, making the process faster and less tedious for teams.
  • The pipeline uses Docker-in-Docker to handle image operations securely, and it requires minimal AWS permissions.
  • This tool helps platform engineers migrate their images quickly and efficiently.
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How GitHub uses CodeQL to secure GitHub

Github | By Brandon Stewart

February 12, 2025

Code Security
GitHub Advanced Security
Static Analysis Engine
Custom Queries
  • GitHub's Product Security Engineering team uses a tool called CodeQL to analyze and secure their code at scale.
  • They use CodeQL to discover, track, and fix vulnerabilities, as well as enforce secure coding standards.
  • The team also customizes CodeQL queries to suit their specific needs, making it easier for them to identify potential security issues in their codebase.
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Fixing Open LLM Leaderboard with Math-Verify

HuggingFace

February 14, 2025

Open LLM Leaderboard
Math-Verify
Natural Language Processing
Artificial Intelligence
  • The Open LLM Leaderboard was having issues accurately evaluating math problems because of flaws in its system, which led to some models being unfairly scored low.
  • To fix this, the team created a new system called Math-Verify, which has now been used to re-evaluate all 3,751 models on the leaderboard.
  • This change has significantly improved the accuracy and fairness of the evaluations, leading to many models showing substantial improvements in their scores.
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AI enhancements to Adaptive Acceptance

Stripe

February 12, 2025

Artificial Intelligence
Online Payments
E-commerce
Fraud Prevention
  • Stripe, an online payment system, has developed a tool called Adaptive Acceptance to help businesses recover lost sales due to false declines - when legitimate transactions are mistakenly rejected as suspected fraud.
  • With recent improvements to its AI architecture, the tool is now more accurate at identifying which transactions to retry and can recover billions of dollars in lost revenue each year.
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Arnab Bose on AI’s impact on cybersecurity

Mckinsey

February 14, 2025

Cybersecurity
AI
Product Management
Identity Security
Democratizing Cybersecurity
  • In this episode of McKinsey on Building Products, Arnab Bose, chief product officer at Okta Platform, discusses how AI has changed cybersecurity and how Okta protects its clients against deepfakes and phishing attempts.
  • He also shares his experience as a product leader and how Okta differentiates itself in terms of product management practices.
  • Additionally, he talks about the importance of identity security and the need to democratize cybersecurity, making it accessible to all companies, not just large ones.
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A new breed of payment processors

Mckinsey

February 12, 2025

Banking Technology
Fintech
Artificial Intelligence
Generative AI
Conversational AI
  • Zeta's founder and CEO, Bhavin Turakhia, aims to democratize banking by providing a unified technology stack for financial institutions.
  • He believes that by offering next-gen platforms to banks, Zeta can help them innovate faster and reduce costs.
  • The company has developed an omnistack architecture that allows banks to decompose their technology into foundational components, making it easier to launch new products and services.
  • Bhavin also talks about the potential of generative AI in banking, particularly in decisioning and conversational AI, which can improve user experiences and personalization.
  • He emphasizes the importance of prioritizing problems and using a well-defined framework to tackle them.
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Achieve ~2x speed-up in LLM inference with Medusa-1 on Amazon SageMaker AI

AWS Machine Learning | By Daniel Zagyva

February 12, 2025

Large Language Models
Medusa Framework
LLM Inference Speedup
Amazon SageMaker AI
  • Large Language Models (LLMs) have greatly improved text understanding and generation capabilities, but their sequential processing can lead to slow response times.
  • To address this issue, a framework called Medusa has been developed to speed up LLM inference by adding extra 'heads' that predict multiple tokens simultaneously.
  • This allows for faster text generation while maintaining model quality.
  • In this blog post, the authors demonstrate how to use Medusa-1 to fine-tune an LLM and add Medusa heads using Amazon SageMaker AI, achieving a significant speedup of 1.8 times without sacrificing model quality.
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Conversation intelligence: How to better understand the voice of the customer with Speech AI

Assembly AI | By Joseph Rendeiro

February 12, 2025

Conversation Intelligence
Speech AI Models
Customer Service
Sales Optimization
Product Development
  • Companies are using voice data and AI models to create powerful tools that help them better understand their customers' needs and improve their services.
  • This allows businesses to provide more personalized support, refine their sales strategies, and even develop new products based on customer feedback.
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Build a Memory Game in React

freeCodeCamp | By Beau Carnes

February 13, 2025

React
Web Development
Accessibility
JavaScript
  • Building a memory game with React is a great way for developers to learn key skills like state management, component design, and user interactions while creating an engaging project that's accessible to everyone.
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Global Private Markets Report 2025: Private equity emerging from the fog

Mckinsey

February 13, 2025

Private Equity
Fundraising
Dealmaking
Investment Returns
Liquidity
  • The private equity (PE) industry has shown resilience and innovation despite facing challenges in recent years.
  • In 2024, fundraising remained tough, but PE started to emerge from difficult conditions, with an increase in distributions, rebounding dealmaking, and a more benign financing environment.
  • The cost of financing a buyout declined, and new-issue loan value for PE-backed borrowers almost doubled.
  • This resurgence was powered by improved financing conditions, and entry multiples increased as sponsors could sell more companies at a higher average price per company.
  • However, the industry still faces challenges, including a continued exit backlog and potential liquidity demands from LPs.
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Robust Autonomy Emerges from Self-Play

Apple ML Research

February 13, 2025

self-driving
artificial intelligence
machine learning
autonomous vehicles
  • Researchers have successfully used self-driving cars to learn how to drive by themselves without any human input.
  • They created a large computer simulation where the car drove billions of kilometers and learned from its experiences.
  • The result is an extremely good driver that can even handle real-world scenarios with other cars and drivers, all while being more realistic than ever before.
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Swipe Left on Scams | Avoiding Cyber Threats This Valentine’s Day

SentinelOne

February 14, 2025

cybersecurity
online safety
scams
  • Cybercriminals tend to increase their online scams and attacks around holidays such as Valentine's Day, so it's essential to be aware of potential threats.
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Filling the gap between innovation and go to market

Mckinsey

February 12, 2025

Innovation
Collaboration
Partnership
Start-ups
Business
  • Amazon Web Services (AWS) helps start-ups and big companies work together by finding common goals and interests.
  • They have a team that looks at what problems need to be solved, who can help solve them, and how to make it happen.
  • This is called collaborative innovation.
  • It's like matching two puzzle pieces together to create something new and exciting.
  • AWS wants to make this process easier and more efficient for everyone involved.
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Database and AI: solutions for keeping embeddings updated

Microsoft Devblogs | By Davide Mauri

February 13, 2025

Azure SQL
Database Triggers
Change Tracking
Azure Functions
  • When working with data in Azure SQL, it's common to need to keep the vectors (a type of mathematical representation) up-to-date as the underlying data changes.
  • To achieve this, there are several methods available, including using database triggers, change tracking, and Azure Functions.
  • These methods allow you to automatically update the vectors whenever there is a change to the content from which they were generated.
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Building a Robust Controlled Rollout System for Frontend at Scale

Swiggy | By Ashoka Chandra Wardhan

February 13, 2025

canary deployment
performance monitoring
frontend development
controlled rollout system
continuous integration
  • The company developed a system called 'canary' to monitor and compare the performance of their website before and after changes are made.
  • This allows them to detect any issues early on, catch bugs that might not be found during internal testing, and deploy changes with confidence while maintaining fast and reliable performance.
  • By doing this, they can minimize the impact on users, build trust with their audience, and adapt quickly without breaking anything.
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Faster, smarter trials: Modernizing biopharma’s R&D IT applications

Mckinsey

February 13, 2025

Biotech
Clinical Trials
IT Modernization
AI Adoption
  • The biopharma industry faces challenges in clinical trials, such as long timelines and rising costs.
  • To address these issues, companies need to modernize their IT application architecture for clinical development.
  • This includes using advanced tools like AI and digital technologies to improve trial planning and operations.
  • A modernized tech stack can help companies speed up trial execution, increase productivity, and improve success rates.
  • It also enables seamless access to standardized patient data, allowing researchers to better identify high-need patients and develop more effective treatments.
  • Biopharma leaders should adopt a structured approach to modernizing their IT applications, considering end-to-end processes and business capabilities.
  • They must prioritize interoperability, define clear value metrics, and choose vendors with long-term goals in mind.
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Bridging the AI Learning Gap

Oreilly | By Andrew Stellman

February 13, 2025

Artificial Intelligence
Machine Learning
Coding
Software Development
Sens-AI
  • When teaching new developers how to use AI tools like ChatGPT, it's not just about showing them how to generate code.
  • It's about helping them learn how to critically evaluate code and think for themselves.
  • A team created an approach called Sens-AI that teaches developers to work with AI safely and effectively.
  • This involves learning from AI mistakes, understanding that AI can be wrong, and developing good habits when working with AI.
  • By doing so, new developers can use AI as a tool to help them learn and improve their skills, rather than relying on it as a crutch.
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How top performers use innovation to grow within and beyond the core

Mckinsey

February 12, 2025

Innovation
Growth Strategy
Business Development
  • Innovation is key to a company's growth and success, especially in an uncertain business environment.
  • Companies that innovate new products, processes, and business models are better able to capture growth opportunities and hedge against disruption.
  • Top performers who consistently outperform their peers have a comprehensive approach to innovation and growth, both within and outside their current industries or geographies.
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Microsoft Research and Physics Wallah team up to enhance AI-based tutoring

Microsoft Research | By Brenda Potts

February 12, 2025

Artificial Intelligence
Education
Machine Learning
Personalized Learning
  • In India, many students struggle to access quality higher education due to limited resources, geographical constraints, and economic factors.
  • To address this issue, Microsoft Research is collaborating with Physics Wallah, an educational company, to develop AI-based tutoring services that are more accurate and reliable.
  • These services use machine learning algorithms to provide personalized guidance to students, helping them prepare for highly competitive professional and academic programs.
  • The goal is to make quality education accessible to every student, regardless of their background or location.
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How Klarna's AI assistant redefined customer support at scale for 85 million active users

Langchain | By LangChain

February 12, 2025

AI-powered payment solutions
Fintech industry
Customer support automation
Artificial intelligence in commerce
  • Klarna is a company that uses artificial intelligence and smart technology to make shopping easier and more convenient for people all around the world.
  • They have created an AI assistant that helps them handle customer support and payments, making it possible for people to shop online with more flexibility and choice.
  • With the help of this new technology, Klarna has been able to speed up their response time to customers, automate repetitive tasks, and improve the accuracy of their support team.
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Using Apache Flink® for Model Inference: A Guide for Real-Time AI Applications

Confluent | By Kai Waehner

February 13, 2025

Trademarks
Apache Software Foundation
  • This notice states that the mentioned country names and possibly other brand names are trademarks, but they're not officially approved by the Apache Software Foundation.
  • Other trademarks belong to their original owners.
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Lovable.dev - AI Web App Builder

Refine.dev

February 12, 2025

AI-Powered App Builder
Software Development Simplification
Code Generation
  • Lovable.dev is an AI-powered app builder that helps simplify software development by generating the skeleton of your project with basic instructions.
  • It's like having a helpful team member for your app development journey, enabling you to generate fully functional apps simply by describing what you need.
  • From building your app's foundation to integrating APIs and managing deployment, it handles it all efficiently.
  • This tool is perfect for developers who need to get up and running quickly, allowing them to focus on the fun and challenging parts of development.
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How Siro reduced customer complaints and support tickets by 90% with AssemblyAI

Assembly AI | By Kelsey Foster

February 12, 2025

AI-powered coaching
Field sales platform
Speech recognition
Speaker diarization
  • A company called Siro created an app to help people who sell things directly to customers while working in different locations.
  • This app uses technology to make it easier for these salespeople to get feedback and improve their skills, which helps them sell more and earn more money.
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Migrate from Standard brokers to Express brokers in Amazon MSK using Amazon MSK Replicator

AWS Big Data | By Subham Rakshit

February 13, 2025

Amazon MSK
MSK Replicator
Standard brokers
Express brokers
migration strategy
  • Amazon MSK Replicator is used to migrate data from a Standard broker cluster to an Express broker cluster.
  • This process involves replicating topics, data, and configurations between the two clusters using the replicator.
  • The migration strategy can be either "all at once" or "wave", depending on business needs.
  • Once the replication is complete, clients are migrated to the target cluster by stopping producers and consumers in the source cluster, reconfiguring them to write and read from the target cluster, and then restarting them.
  • This approach minimizes downtime and ensures a seamless transition.
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Investigating an argument-dependent lookup issue and working around it

Microsoft Devblogs | By Raymond Chen

February 14, 2025

Windows Runtime
WinRT
C++ programming
header files
bug fixes
  • The content is about fixing an issue with the set_completed method in Windows Runtime (WinRT) programming, which was causing an unqualified call to invoke().
  • The problem occurred in a specific version of the header file and has been addressed by adding a workaround that will be automatically removed once the header is updated.
  • This fix ensures that the code behaves correctly even when using older versions of the WinRT header.
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Physicists Tap James Web Space Telescope to Track New Asteroids and City-Killer Rock

Nvidia | By Scott Martin

February 13, 2025

asteroid tracking
planetary defense
space telescope
NASA's James Web Space Telescope
  • Scientists are using a powerful telescope called the James Web Space Telescope to find and track small asteroids that could potentially hit Earth.
  • By looking at how these rocks heat up, they can get more accurate measurements of their size, which helps them predict where they'll be in the future.
  • This new method is important for planetary defense because it allows us to spot small asteroids far away from Earth, giving us time to prepare or deflect them if needed.
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Launching Interop 2025

Mozilla Hacks | By James Graham

February 13, 2025

interop
web standards
mobile testing
browser interoperability
  • Mozilla's Interop project is working to improve how different web browsers work together, especially on mobile devices.
  • This means users will have a more consistent and reliable browsing experience across various devices and browsers like Firefox, Chrome, and Safari.
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Introducing Impressions at Netflix

Netflix | By Netflix Technology Blog

February 15, 2025

Data Processing
Streaming Platform
Personalization Engine
Impressions System
  • Imagine you're browsing through your favorite streaming platform like Netflix.
  • Every time you hover over an image or poster, it's not just visual - it's actually data that helps personalize your experience.
  • To make this happen, Netflix uses a system to track and process these 'impressions' in real-time, creating a detailed history of each user's exposure.
  • This allows for tailored content recommendations, prevents over-exposure to the same content, and provides insights into how well different features are working.
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Building High Throughput Apache Kafka Applications with Confluent and Provisioned Mode for AWS Lambda Event Source Mapping (ESM)

Confluent | By Tarun Rai Madan

February 12, 2025

AWS Lambda
Confluent Kafka
Serverless Applications
Event-Driven Architecture
  • When using AWS Lambda with Confluent Kafka, you can optimize performance by adjusting how many messages it checks at once.
  • This is called 'minimum event pollers.' Increasing this number can make processing faster, but may not always provide big improvements after a certain point.
  • You also need to consider things like how often Lambda retries failed tasks and how far behind it is in reading messages from the Kafka topic.
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New restrictions on package loading

Microsoft Devblogs | By Ryan Molden

February 13, 2025

Visual Studio
AsyncLazy
Package Loads
Service Discovery
  • A change has been made to how services are discovered and loaded in Visual Studio to prevent a race condition that caused some services to return null unexpectedly.
  • This change is necessary because Visual Studio no longer uses a single-threaded loading model, which meant that service requests could occasionally return null even though they should never do so.
  • To solve this problem, the team relies on AsyncLazy to manage package loads and detect re-entrant invocations, blocking the caller until the original invocation completes if needed.
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Benchmarking tool for graph-centric predictive modeling on databases

Amazon Science

February 14, 2025

Relational Databases
Predictive Modeling
Machine Learning
  • Relational databases store lots of structured data across connected tables, but making predictions from this data is harder than from other types like images or words.
  • To solve this problem, researchers created a tool called 4DBInfer that helps compare different prediction models using real-world database data, which includes converting some information into relationships and adding extra connections to make the data more useful for machine learning.
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A sample implementation of the weak reference pattern for COM callbacks

Microsoft Devblogs | By Raymond Chen

February 13, 2025

Windows programming
C++
WinRT
gadget
widget
  • This is about how to write code in Windows programming using C++ and WinRT (Windows Runtime).
  • A 'gadget' is like an object that can be controlled, and it has methods that can be called when certain things happen, like its color changing or being refreshed.
  • In this example, a 'widget' (another type of object) wants to receive these notifications, but without creating a problem known as a 'circular reference'.
  • So, the widget creates an object that acts as a middleman between it and the gadget, forwarding any messages from the gadget to the widget.
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What do US consumers want from e-commerce deliveries?

Mckinsey

February 13, 2025

e-commerce
logistics
delivery
sustainability
consumer behavior
  • A recent survey shows that many consumers are willing to wait longer for deliveries as long as they're free, and cost is now their top priority when shopping online.
  • This means that shippers and logistics providers need to find creative ways to balance speed, reliability, and cost, while also offering more sustainable shipping options.
  • Some companies are already responding by offering flexible delivery times, free shipping with subscription plans, and transparent tracking information.
  • By listening to consumers' needs and preferences, businesses can create win-win scenarios that benefit both customers and the environment.
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Sunsetting Create React App

React | By Matt Carroll and Ricky Hanlon

February 14, 2025

create-react-app
react-frameworks
web-development
javascript
  • Create React App is a tool that helps developers build new React apps easily by combining several tools into one recommended configuration.
  • However, it has some limitations when building high-performance production apps, such as routing, data fetching, and code splitting problems.
  • To solve these issues, the React team recommends using frameworks like Next.js, React Router, or Expo, which provide a better user experience and handle complex features for you.
  • Although you can build your own framework from scratch using tools like Vite or Parcel, it's challenging to do well without deep expertise in problem areas.
  • The recommended frameworks impose some opinions about structuring your app to provide the best experience to users.
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Private Federated Learning In Real World Application – A Case Study

Apple ML Research

February 12, 2025

Machine Learning
Federated Learning
Private Data
Edge Devices
  • Researchers have developed a way to train machine learning models using private data from individual devices, without having to share that data with anyone else.
  • This approach, called private federated learning, allows for more accurate predictions by adapting to changes in user behavior while keeping personal information safe.
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New demographic reality poses challenges for countries and companies

Mckinsey

February 13, 2025

Demographics
Aging Population
Economic Growth
Productivity
Labor Force Participation
  • As people live longer, there will be fewer working-age people to support seniors who consume more than they earn from work.
  • This 'senior gap' could increase significantly by 2050, slowing economic growth and reducing income per capita in many countries.
  • To maintain standards of living, countries need more workers, longer hours, faster productivity growth, or a combination of these.
  • Governments and businesses can address this issue by investing in technology like AI, adapting strategies to engage senior consumers, managing the workforce creatively, and innovating in areas such as pensions and public health.
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From Chunks to Blocks: Accelerating Uploads and Downloads on the Hub

HuggingFace

February 12, 2025

Deduplication
Chunking
Aggregation
Content-addressed Store
Spatial Locality
  • Imagine you're uploading a big file, like a 200GB model, to a platform where people share and work with AI models.
  • Normally, this would take a long time and be very slow.
  • But the Xet team is working on a way to make it faster by breaking down the file into smaller chunks and storing only the unique ones.
  • This helps reduce the number of requests sent over the network and makes it cheaper to store the data.
  • They're also using something called aggregation, which groups these chunks together into blocks that are up to 64MB in size.
  • This makes it even faster to upload and download files, and it's a big help for people who work with AI models.
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Bolt 100K Open Source Fund

Stackblitz

February 13, 2025

Open-Source
Software Development
StackBlitz
Bolt
WebContainers
  • StackBlitz has been supporting and contributing to open-source projects, which are the foundation of their products like Bolt and WebContainers.
  • They've also hired people to work on these projects and joined an initiative called the Open Source Pledge to give back to the community.
  • To take it further, they're launching a fund called the Bolt 100K Open Source Fund to support web infrastructure projects and libraries that they rely on, with contributions from various developers and companies.
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Why Cybersecurity Skills Are Important for Front-End Developers

freeCodeCamp | By Alex Tray

February 13, 2025

cybersecurity
front-end development
XSS
CSRF
API security
data protection
  • As a front-end developer, it's essential to learn basic cybersecurity skills to protect apps and products from cyber threats.
  • Cyber attackers often target vulnerabilities on the front end, which is where users interact with an application.
  • This includes preventing cross-site scripting (XSS) attacks by implementing input sanitization, encoding user-generated content, and using a content security policy (CSP).
  • It also involves enforcing user intent to prevent cross-site request forgery (CSRF) attacks, securing API calls by using HTTPS-enforced connections and secure cookies, and regularly auditing third-party scripts for vulnerabilities.
  • Additionally, front-end developers should prioritize confidentiality, integrity, and availability when handling sensitive data, storing it securely, validating user inputs, and minimizing data exposure.
  • By applying these skills, developers can create user-friendly and secure applications that protect users' information and maintain trust in the application.
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Improving military aircraft sustainment to strengthen Europe’s defense

Mckinsey

February 12, 2025

Maintenance, Repair, and Overhaul (MRO)
Defense Budget
Geopolitics
Digital Solutions
Predictive Maintenance
  • European countries are increasing their defense budgets due to changing geopolitical conditions, and this will lead to a growing demand for maintenance, repair, and overhaul (MRO) services.
  • However, MRO providers face challenges such as aging equipment, decreasing O&M budgets, and talent shortages.
  • To improve efficiency, MRO providers can learn from commercial MROs by adopting digital solutions like predictive maintenance, optimizing work packages, increasing productivity, and improving labor productivity.
  • This could lead to benefits for all stakeholders involved, including increased fleet availability, reduced costs, and improved security for European countries.
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On the brink of a revolution? Engineering simulation in the age of AI

Mckinsey

February 12, 2025

Engineering Simulation
Technology Advancements
Product Development
  • There are new technologies coming out that might make it easier and faster to create and test products.
  • A recent survey found that many companies want these new tools because they help them get their products to market quicker than before, which is more important to them than making the product itself better.
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.NET 9 网络优化

Microsoft Devblogs | By Eddie Chen

February 14, 2025

.NET 9
HttpClientFactory
Keyed Services
SocketsHttpHandler
  • This article discusses improvements and changes to HTTP clients in .NET 9, including a new feature called Keyed Services.
  • Keyed Services allows for registering multiple instances of HttpClient with different names, making it easier to use and manage these clients.
  • The article also covers the default change in HTTP clients from using HttpClientHandler to SocketsHttpHandler, which helps prevent issues related to DNS changes and connection pooling.
  • Additionally, it discusses performance optimizations and provides examples of how to configure and use Keyed Services and the new HTTP client defaults.
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CCS in Southeast Asia: An opportunity or distant reality?

Mckinsey

February 13, 2025

Carbon Capture and Storage
Renewable Energy
Emissions Reduction
Net Zero
Southeast Asia
  • Carbon capture and storage (CCS) is an important part of the world's plan to reduce emissions and achieve net zero by 2050.
  • CCS involves capturing carbon dioxide from power plants, factories, and other sources and storing it underground.
  • Southeast Asia has a lot of potential for CCS, with many countries aiming to reduce their emissions by 30-40% by 2030.
  • However, there are challenges to implementing CCS in the region, including high costs, limited regulatory support, and a lack of technology breakthroughs.
  • To overcome these challenges, governments, businesses, and regulators need to work together to create a conducive environment for CCS projects, with clear guidelines on permitting, carbon pricing, and infrastructure development.
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Use language embeddings for zero-shot classification and semantic search with Amazon Bedrock

AWS Machine Learning | By Tom Rogers

February 13, 2025

language embeddings
Amazon Bedrock
Cohere v3 Embed
zero-shot classification
semantic search
  • Language embeddings are a way to represent words or text as numbers that computers can understand.
  • They allow us to use mathematical operations to find similarities between texts, which can be used for tasks like classifying articles into categories and searching for relevant articles based on their meaning.
  • In this article, we showed how to use Amazon Bedrock and Cohere v3 Embed model to create language embeddings and add features like zero-shot classification and semantic search to a simple RSS aggregator application.
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A Notion Love Story

Notion | By Notion HQ

February 13, 2025

Notion
Relationships
Love Story
Dating Apps
Productivity Tools
  • Two people, Connie and Kyle, met at a hackathon in San Francisco while both were using Notion to create 'date-me docs,' profile pages to help them find love outside of dating apps.
  • They exchanged documents, one of which was famous, and the rest is their love story.
  • They continued to use Notion for their relationship, even creating a 'relationship wiki' with features like a CRM for dates and a Kanban board for planning projects together.
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Support the open source projects you love this Valentine’s Day

Github | By Martin Woodward

February 14, 2025

Open Source
Sponsorship
GitHub Sponsors
Valentine's Day
  • This Valentine's Day, consider showing your appreciation for open-source projects and their maintainers by sponsoring them.
  • Financial support can help cover costs such as development and hosting, allowing maintainers to dedicate more time to the projects you depend on.
  • By sponsoring a project, you're helping its creators continue their work and letting them know that you value what they do.
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The state of demand for commercial real estate

Mckinsey

February 13, 2025

Commercial Real Estate
Office Space
Retail Industry
Residential Development
  • A recent report predicted significant changes in office, retail, and residential spaces due to the pandemic's impact on human behavior.
  • Despite some companies mandating return-to-office policies, data suggests that office attendance hasn't changed much since the report's release.
  • The demand for office space is expected to be lower by 2030, with a total value of $800 billion at stake.
  • However, experts see opportunities for commercial real estate to create new products and services that meet changing needs.
  • This includes offering unique offices, experiential retail spaces, and communal areas in residential buildings to revitalize urban cores.
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Looking back at our Bug Bounty program in 2024

Facebook

February 13, 2025

Bug Bounty
Meta Platforms
Security Research
Generative AI
Ads Audience Tools
  • Meta's bug bounty program is a way for external security researchers to help keep their platforms safe and secure by finding bugs and vulnerabilities.
  • In 2024, they received nearly 10,000 bug reports and paid out over $2.3 million in rewards to researchers from around the world who helped fix these issues.
  • They also made it easier for researchers to report bugs related to their generative AI features and encouraged security research into their ads audience tools and mixed reality hardware products.
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She taught herself coding at age 30 for zero dollars [Podcast #160]

freeCodeCamp | By Quincy Larson

February 15, 2025

self-taught coding
accessibility specialist
freeCodeCamp
software engineering
  • A self-taught software engineer and accessibility specialist named Julia Undeutsch was interviewed on the podcast.
  • She shared her journey from becoming a poker dealer to learning how to code at 30, using freeCodeCamp.
  • Julia is now working with a European company to make their software more accessible for people with disabilities and talks about her passion for creating easier-to-use technology.
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Foundational blocks of Amazon SageMaker Unified Studio: An admin’s guide to implement unified access to all your data, analytics, and AI

AWS Big Data | By Lakshmi Nair

February 13, 2025

Amazon SageMaker
Unified Studio
Data Analytics
AI
Machine Learning
  • Amazon SageMaker Unified Studio is a new service that provides a unified experience for using data, analytics, and AI capabilities.
  • It allows users to build, deploy, and execute end-to-end workflows from a single interface, while maintaining clear boundaries of responsibility and governance policies.
  • The studio consists of three distinct planes: infrastructure, data factory, and product experience, each serving different personas and purposes within the development lifecycle.
  • Administrators can onboard users, organize projects, and authorize access to resources, while data scientists and engineers can select and utilize preconfigured compute resources or deploy new ones.
  • The studio also provides a project-based collaboration feature that allows teams to securely share artifacts and work together across various compute services.
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JavaScript Tutorial – How to Set Up a Front End Development Project

freeCodeCamp | By Hunor Márton Borbély

February 12, 2025

javascript
node.js
npm
vite
web development
  • To start building a website, you need to set up some tools to make your life easier.
  • This includes choosing a code editor like VS Code, adding extensions such as Prettier for auto-formatting and ESLint for coding tips.
  • You also need Node.js, which is a JavaScript runtime that lets you run JavaScript files outside of the browser.
  • With Node, you can use npm or Note Package Manager to add libraries like Three.js to your project.
  • Vite is a tool that makes it easy to set up and run a front-end project, allowing you to see changes live in the browser as you code.
  • By following these steps, you can create a basic website with a 3D box using Three.js and get coding tips from ESLint.
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The leaders' guide to cloud economics

Thoughtworks | By Sunit Parekh

February 12, 2025

Cloud Computing
Cost Optimization
Pricing Models
  • A leader's guide to cloud economics aims to demystify cloud cost optimization by providing strategies for managing and reducing costs associated with cloud computing.
  • This involves understanding various pricing models, right-sizing resources, and implementing cost-effective solutions.
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5 ways Chrome Enterprise can secure your business every day

Google Chrome | By Mike Torres

February 13, 2025

Chrome
Enterprise
Security
Management
  • Chrome Enterprise is a tool that helps businesses add more security and management features to Google Chrome.
  • It lets companies set rules, monitor user activity, and keep software up-to-date to ensure their computers are safe from threats.
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The Cloud Controller Manager Chicken and Egg Problem

Kubernetes

February 14, 2025

Kubernetes
Cloud Controller Manager
Cluster Management
Infrastructure
Networking
  • Kubernetes 1.31 removed the in-tree cloud provider, replacing it with four new subsystems: Cloud Controller Manager, API Server Network Proxy, Kubelet Credential Provider Plugins, and Storage Migration to CSI.
  • This change added complexity for users and installer projects, but also improved cluster management.
  • To run a cloud controller manager successfully, you need to consider several factors such as using host network mode, deploying it in the control plane, and configuring tolerations to ensure it can operate even when nodes are initializing.
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Protect Oracle Databases on Amazon EC2 using NetApp SnapCenter with Amazon FSx for NetApp ONTAP

AWS Storage | By Eric Felice

February 14, 2025

SnapCenter
FSx for ONTAP
Oracle Database
Cloud Backup
Database Management
  • To use SnapCenter with FSx for ONTAP to protect your Oracle database workloads in the cloud, first launch an Amazon EC2 instance and install SnapCenter software.
  • Then configure your storage virtual machine (SVM) and add it to SnapCenter.
  • Next, add a host to SnapCenter by creating credentials and specifying the SVM.
  • You can repeat this process for multiple servers.
  • Finally, configure backups by creating a backup policy, applying it to a database resource, and running a backup job.
  • With these steps, you'll be able to use SnapCenter to back up, restore, and clone your Oracle databases efficiently in the cloud.
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Introducing SAP Databricks

Databricks

February 13, 2025

Partnership
Business
  • A big company has formed a strong connection with another business called SAP, and they believe this partnership could have a very positive impact on their field.
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Introducing Streaming Observability in Workflows and DLT Pipelines

Databricks

February 14, 2025

streaming observability
data engineering
  • Databricks has made it easier for developers to monitor how their data is moving through big processes, making it simpler to identify and fix any issues.
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Returning to the office? Focus more on practices and less on the policy

Mckinsey

February 14, 2025

organizational-performance
work-environment
practices-for-improvement
collaboration
connectivity
innovation
mentorship
skill-development
  • As companies continue to navigate different work models, such as working from home or returning to the office, research shows that the most important factor for organizational performance is not the type of working model used, but rather the work environment created and the practices that accompany it.
  • Many employees across all working models say their overall work experience needs improvement, despite being satisfied with their working arrangement.
  • The key to improving performance lies in addressing five core practices: collaboration, connectivity, innovation, mentorship, and skill development, which are essential for driving organizational health and productivity.
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Welcome Fireworks.ai on the Hub 🎆

HuggingFace

February 14, 2025

Hugging Face Hub
Fireworks.ai
Inference Provider
Serverless Inference
  • Fireworks.ai is now a supported Inference Provider on Hugging Face Hub, allowing users to run serverless inference directly from model pages.
  • This feature makes it easy to deploy and experiment with models, and it's available for many popular models.
  • Users can access Fireworks.ai through the website UI, client SDKs, or HTTP calls, and billing is handled either directly through Fireworks or via a standard API rate.
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How can you personalize your Ubuntu Pro subscription?

Canonical | By Ishani Ghoshal (Ishani Ghoshal)

February 13, 2025

Ubuntu
Subscription Management
  • If you want to try Ubuntu Pro, it's easy and convenient - you can start by getting it from an online shop or trying a free 30-day trial without any upfront costs.
  • Once your subscription is active, you can manage it and make changes through the online dashboard.
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Microsoft Cost Management updates—February 2025

Microsoft Azure | By Sameer Doultani

February 12, 2025

Cloud Computing
Financial Management
Microsoft Cost Management
  • Microsoft has updated its Cost Management tool to make it easier for companies to track and manage their cloud expenses.
  • The new features include better cost allocation, more ways to save money, and improved documentation.
  • This will help businesses avoid unexpected bills and plan their finances more effectively.
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Five ways B2B sales leaders can win with tech and AI

Mckinsey

February 13, 2025

B2B Sales
Technology Adoption
Growth Strategy
AI-Powered Growth
Digital Transformation
  • Business-to-business (B2B) sales leaders face many challenges, including uneven economic growth, evolving competition, and changing customer behaviors.
  • To succeed, they must use technology to improve their approach to growth and outperform their peers.
  • This involves leveraging five key tech levers: AI-powered opportunity identification, personalization, value-based pricing, digitally enabled seller task automation, and digitally driven talent improvement.
  • By using these technologies, B2B sales organizations can become more efficient, productive, and effective in finding new customers, retaining existing ones, and driving growth.
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Announcing the Databricks AI Security Framework 2.0

Databricks

February 12, 2025

Artificial Intelligence
Machine Learning
Cybersecurity
  • Databricks has released an updated version of their AI Security Framework, which is designed to help organizations safely use artificial intelligence.
  • This new framework aims to provide a better way for companies to protect themselves from potential security risks.
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GitHub Copilot for Xcode Chat – Public Preview Now Available

Microsoft Devblogs | By Hang Wang

February 14, 2025

GitHub Copilot
AI-powered tool
Xcode Chat
Code Completion
Coding Assistance
  • GitHub has released a public preview of its AI-powered tool, Copilot for Xcode Chat, which helps developers write code more efficiently by providing suggestions and interactive chat features.
  • With just a GitHub account, you can enable Copilot in Xcode and start getting real-time insights and guidance on coding tasks such as debugging and understanding code.
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Build a dynamic, role-based AI agent using Amazon Bedrock inline agents

AWS Machine Learning | By Ishan Singh

February 13, 2025

AWS
Generative AI
Cloud Computing
Software Development
  • At Amazon Web Services (AWS), there are several engineers who are passionate about working with generative AI and building scalable systems on the cloud.
  • They come from different backgrounds, including software development and computer vision, and work together to create high-impact systems for customers.
  • Outside of work, they enjoy activities like playing ping pong, hiking, and trekking.
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1 Billion Classifications

HuggingFace

February 13, 2025

Machine Learning
Model Optimization
Cloud Computing
Cost Efficiency
  • Imagine you have a super powerful computer model that can classify or analyze huge amounts of data, but it costs too much to run.
  • This blog post is about how to make these models efficient and cost-effective when dealing with very large datasets, like classifying over a billion items.
  • It explains how to optimize the model's performance, choose the right hardware, and test different settings to find the best balance between speed and cost.
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Azure for mission-critical workloads in healthcare: EHR and beyond

Microsoft Azure | By Kees Hertogh

February 12, 2025

Cloud Computing
Artificial Intelligence
Electronic Health Records
Healthcare Technology
  • Microsoft has partnered with Epic to make it easier for hospitals to store and manage patient data in the cloud.
  • This partnership allows for advanced AI technologies to be integrated into Electronic Health Records (EHRs) systems, giving healthcare professionals more insights and automating tasks.
  • By using Microsoft's cloud services, hospitals can also connect different parts of their operations, making it faster and easier to provide care.
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New Features for Enhanced Razor Productivity!

Microsoft Devblogs | By Leslie Richardson

February 13, 2025

Razor
C#
Development
Productivity
  • The new Razor features include breaking changes that affect preprocessor directives.
  • To make development more efficient, you can adopt Extract to Component and the C# tokenizer.
  • If you experience any issues or have feedback, share it in the Razor Github repository, Developer Community, or take a survey for Extract to Component.
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GeForce NOW Welcomes Warner Bros. Games to the Cloud With ‘Batman: Arkham’ Series

Nvidia | By GeForce NOW Community

February 13, 2025

Cloud Gaming
Batman Games
Civilization Series
GeForce NOW
NVIDIA
  • GeForce NOW and Warner Bros.
  • Games are teaming up to bring classic Batman games to the cloud for free as part of their fifth-anniversary celebration.
  • This includes Batman: Arkham Asylum, Batman: Arkham City, and Batman: Arkham Knight.
  • They're also launching Sid Meier's Civilization VII in the cloud at its release date, which lets you build and manage your own civilization throughout history.
  • Additionally, new games like Legacy: Steel & Sorcery, a fantasy RPG, and F1 Manager 2024 will be available to stream on various platforms.
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Creating a modernized defense technology frontier

Mckinsey

February 12, 2025

defense-industrial-base
innovation-pipeline
emerging-technologies
private-capital
government-funding
  • The defense industry is at a critical point where private capital, governments, and other organizations must work together to modernize Western security capabilities.
  • With increasing geoeconomic tensions and evolving threats, there's a limited window to reorient investments and accelerate the adoption of emerging technologies such as AI, advanced manufacturing, and biotechnology.
  • To overcome challenges in funding, infrastructure, and talent, stakeholders need to align on priorities, create efficient acquisition pathways, and invest in a culture of innovation to unlock the full potential of these technologies.
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Google Family Link brings new supervision tools for parents

Android | By Wendi Rieb

February 12, 2025

Digital Parenting
Family Tech
Online Safety
  • Google Family Link is adding new features to help parents teach their kids good online behavior.
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LLM-as-a-judge on Amazon Bedrock Model Evaluation

AWS Machine Learning | By Adewale Akinfaderin

February 12, 2025

Large Language Models
LLM Evaluation
AI Model Optimization
Amazon Bedrock
Generative AI
  • Amazon Bedrock's LLM-as-a-judge feature is a powerful tool for evaluating large language models (LLMs) and optimizing their performance.
  • It uses pre-trained models to automatically evaluate responses, providing human-like evaluation quality with significant cost savings.
  • The feature covers four key metric areas: quality assessment, user experience, instruction following, and safety monitoring.
  • With LLM-as-a-judge, organizations can assess their AI models' effectiveness using pre-defined metrics, making informed decisions about model selection, optimization, and deployment.
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How We Reduced Text Input Lag to Improve Web Performance: A Grammarly Case Study

Grammarly

February 12, 2025

performance optimization
browser extensions
input latency
lab-based benchmarking
real-world data collection
  • Grammarly's team noticed that their browser extension was slowing down users' browsers, especially when working on long documents with many suggestions.
  • They realized they had to prioritize performance improvements.
  • To measure input latency, they used both lab-based benchmarking and real-world data collection.
  • They identified areas for improvement, such as reducing computations on each keypress and optimizing underline updates.
  • By implementing new solutions like a delayed overlap check, asynchronous processing of suggestions, and optimized underlines updates, they were able to reduce text input lag by 91% and improve user experience.
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Unlock Generative AI for Enterprise Scalability

Microsoft Devblogs | By Shiran Rubin Manaev

February 13, 2025

Generative AI
Reusable Template
Infrastructure as Code
Modular Design
Pipelines
Tools Automation
  • A team of developers worked with a customer to create a reusable template for setting up new generative AI (GenAI) projects, making it easier and more efficient to start each project from scratch.
  • They identified common challenges in GenAI development, such as constant technology updates, code sharing between projects, dependent teams, trust, and compliance issues.
  • To address these challenges, they designed a scalable infrastructure that can be easily maintained and updated, with a modular approach separating business logic from technical logic.
  • The template includes reusable components, pipelines, and tools for automating the setup process, ensuring consistency and reliability across projects.
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Announcing TypeScript 5.8 RC

Microsoft Devblogs | By Daniel Rosenwasser

February 13, 2025

TypeScript
JavaScript
ECMAScript
Node.js
programming languages
  • TypeScript 5.8 is now available as a Release Candidate, which means it's almost ready for use by developers.
  • This new version includes several exciting features and improvements, such as better error checking for functions with conditional return types, support for using ECMAScript modules in Node.js, and more.
  • It also includes optimizations to make building and updating programs faster and more efficient.
  • Overall, TypeScript 5.8 is a significant update that will help developers write cleaner, safer code.
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AI in 2025: is it an agentic year?

Canonical | By Andreea Munteanu (Andreea Munteanu)

February 12, 2025

Getting Started
Contact Information
  • For more information and to connect with their team, users should visit the specified link or reach out directly.
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How to Write Tests Using the Node.js Test Runner and mongodb-memory-server

freeCodeCamp | By Orim Dominic Adah

February 13, 2025

Node.js Test Runner
MongoDB In-Memory Server
Testing
  • In this guide, we learned how to use the Node.js test runner and why it's often a better choice over other testing libraries and frameworks.
  • We also used mongodb-memory-server as a replacement for a real MongoDB server during testing, which makes our tests run faster.
  • By following these steps, you can set up your projects to run tests using the Node.js test runner and mongodb-memory-server.
  • You'll be able to write and run tests in Node.js efficiently.
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Go 1.24.0-1 Microsoft build now available

Microsoft Devblogs | By Davis Goodin

February 13, 2025

Go
Microsoft
Software Update
  • A new version of Go is now available for download from Microsoft, and you can find out what's changed by reading their recent blog post or looking at the table below with more information about this release.
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Bluesky’s Emily Liu on rethinking social media (and why it’s time to chime in)

Mozilla | By Kristina Bravo

February 12, 2025

internet
social media
  • Mozilla believes the internet has its imperfections, but it's still a powerful tool that connects people and opens up new opportunities for everyone to share their stories and find their place online.
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Learn A-Level Computer Science Concepts

freeCodeCamp | By Beau Carnes

February 13, 2025

Object-Oriented Programming
Algorithms
Abstract Data Types
VB.NET
  • A new course is available on YouTube that teaches essential programming concepts for Cambridge A-Level Computer Science, with a focus on using VB.NET.
  • The course covers key topics such as object-oriented programming, algorithms, and abstract data types, making it a valuable resource for students preparing for exams or those looking to deepen their understanding of computer science fundamentals.
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Fine-tune LLMs with synthetic data for context-based Q&A using Amazon Bedrock

AWS Machine Learning | By Sue Cha

February 12, 2025

generative AI
Amazon Bedrock
synthetic data generation
fine-tuning
large language models
  • Amazon Bedrock is a fully managed service that allows businesses to customize leading foundation models for their specific needs.
  • To do this, they use synthetic data generation and fine-tuning techniques.
  • Synthetic data generation involves using a larger language model to create new training data based on its knowledge, which can then be used to train a smaller student model.
  • Fine-tuning is the process of adjusting the weights of a pre-trained model to improve its performance for a particular task or use case.
  • In this article, we explore how to use Amazon Bedrock to generate synthetic data and fine-tune an LLM using the InvokeModel API and other AWS tools.
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Building leaders from the ground up

Mckinsey

February 14, 2025

Leadership
Resilience
Company Growth
Management Skills
  • CEOs today face double the number of challenges compared to ten years ago due to rapid changes and disruptions.
  • To succeed, they need to develop strong leadership skills, including optimism, selflessness, continuous learning, resilience, levity, and stewardship.
  • Companies can build resilient teams by creating a 'leadership factory' that helps leaders develop key skills, such as managing energy and finding balance.
  • Resilience is crucial for companies to adapt to changes and disruptions, and CEOs should role-model vulnerability to create an open culture of learning from mistakes.
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Single sign-on (SSO) and password generator rules are now available for Proton Pass

Proton | By Son Nguyen Kim

February 13, 2025

Cybersecurity
Password Management
Single Sign-On (SSO)
Business Security
  • Cybercrime is a growing threat to businesses, with losses exceeding $12.5 billion in 2023 alone.
  • To prevent cybercrime, it's essential for employees to use secure logins for all their accounts.
  • Proton Pass Professional offers single sign-on (SSO) which allows employees to access multiple accounts with just one identity verification and a few clicks.
  • This not only improves security but also reduces the risk of phishing attacks, improves user experience by reducing login friction, and saves time and money by streamlining the login process.
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Motivating Engineers to Solve Data Challenges with a Growth Mindset

Confluent | By Zion Samuel

February 12, 2025

people management
leadership development
company culture
  • Suguna Ravanappa is a people manager at Confluent who has grown both professionally and personally since joining the company.
  • She leads an eight-person team of engineers who help customers with technical challenges related to data streaming environments.
  • Suguna values Confluent's unique culture, which encourages innovation, collaboration, and continuous growth, allowing her to develop stronger leadership skills and empower her team to succeed.
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GitHub Availability Report: January 2025

Github | By Jakub Oleksy

February 12, 2025

GitHub
outages
incident report
  • In January 2025, GitHub experienced three incidents that caused problems for users.
  • The issues were due to a deployment mistake, a configuration change, and a hardware failure.
  • Thankfully, the team was able to quickly identify and fix the problems, but they're working on improving their tools and practices to prevent similar issues in the future.
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Paris AI Action Summit: A milestone for open and Public AI

Mozilla | By Mitchell Baker

February 12, 2025

Artificial Intelligence
Open Source
Public Access
  • A recent summit in Paris marked an important change in how people think about using artificial intelligence (AI) in a way that is open and publicly accessible.
  • Just last year, there were worries that making AI technology available for anyone to use could be a problem, but now many see the benefits of this approach.
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European defense tech start-ups: In it for the long run?

Mckinsey

February 12, 2025

NATO
Defense Innovation
Start-ups
Innovation Ecosystem
European Defense Tech
  • European countries are increasing their defense spending to address new threats on their borders.
  • To do this effectively, they need innovative solutions, which is where start-ups come in.
  • However, the European defense tech start-up ecosystem is still developing and needs help from governments and investors to grow.
  • This includes addressing funding gaps, attracting talented founders, and streamlining procurement processes.
  • By working together, government customers, capital providers, and entrepreneurs can drive transformation and ensure Europe stays at the forefront of defense innovation and resilience.
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Build awesome datasets for video generation

HuggingFace

February 12, 2025

Video Generation
Dataset Creation
Deep Learning Pipelines
Image Processing
  • The article discusses creating datasets for video generation models, which is similar to image generation but more complex due to the addition of motion and other qualitative aspects.
  • It describes a three-stage pipeline for acquiring, processing, and filtering videos, using tools like yt-dlp, LAION-5B-WatermarkDetection, improved-aesthetic-predictor, and OpenCV.
  • The authors share their experience with filtering examples, highlighting the importance of finding the right balance between removing bad content and preserving good data.
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How Real-Time Data Streaming with GenAI Accelerates Singapore’s Smart Nation Vision

Confluent | By Suvig Sharma

February 14, 2025

GenAI
Data Streaming
Smart City Innovation
Public Sector Organizations
  • Singapore's government is working to improve its use of technology, including artificial intelligence (AI), to make citizens' lives better and more efficient.
  • To do this, they need to be able to process and analyze large amounts of data in real-time.
  • A company called Confluent is helping the government by providing a way to stream data in real-time, which will help the government make informed decisions and provide better services to its citizens.
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Garbage Collection in Java - The progress since JDK 8

Java | By ["StefanJohansson"]

February 15, 2025

garbage collection
java platform
memory management
  • Java's garbage collection feature helps automatically manage memory, freeing developers from worrying about memory issues so they can focus on other problems.
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From concept to reality: Navigating the Journey of RAG from proof of concept to production

AWS Machine Learning | By Vivek Mittal

February 12, 2025

Generative AI
Machine Learning
Cloud Computing
AWS
  • Mani Khanuja is a highly passionate expert in generative AI who helps customers build effective applications on the AWS platform and guides them through their cloud journey.
  • She leads machine learning projects, writes books, and speaks at conferences about her work, and also serves as a member of an education foundation board.
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Learn how to build a full-stack AI bot | Airbyte

Airbyte

February 12, 2025

Artificial Intelligence
Machine Learning
Data Pipelines
  • Airbyte is offering a free online course called 'Build an AI Bot' where you can learn how to create a full-stack AI app from scratch.
  • The course shows you how to build data pipelines, use Supabase and OpenAI, and even teaches you how to generate embeddings for your chatbot without running out of tokens on the free tier.
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The Good, the Bad and the Ugly in Cybersecurity – Week 7

SentinelOne

February 14, 2025

cybercrime
ransomware
hacking
  • The police have taken down several groups involved in cybercrime, including Phobos, 8Base, and LockBit.
  • Meanwhile, another group called Sarcoma has been targeting a major electronics company by demanding ransom in exchange for not disrupting their operations.
  • Additionally, there are reports of Chinese-linked hackers using spy tools to carry out ransomware attacks, which highlights the growing complexity of cyber threats.
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Innovation at Thales: An interview with Patrice Caine

Mckinsey

February 12, 2025

Artificial Intelligence
Defense Technology
Innovation
Quantum Computing
  • The use of AI and other technologies in the defense sector is becoming increasingly important for protecting countries against threats.
  • Patrice Caine from Thales discusses how AI can be used in sensors to quickly identify objects, and in decision-support systems to make complex decisions.
  • However, he also emphasizes that mastering both digital and physical sciences is crucial for developing useful AI in the defense sector.
  • He also talks about the potential of quantum technology to revolutionize sensors and other areas, but notes that it will take time to develop viable technologies.
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