Guides
Practical guides to model choice, APIs, deployment and AI operations.
Build a semantic layer for agentic AI with EDB Postgres AI and Amazon Bedrock AgentCore
According to AWS. Learn how to build a semantic layer for agentic AI using EDB Postgres AI alongside Amazon Bedrock AgentCore.
Prepare web content for Amazon Bedrock Knowledge Bases with Crawl4AI
According to AWS. Learn how to extend Amazon Bedrock Knowledge Bases using Crawl4AI, an open source Python crawler, for custom web content ingestion.
Diagnose Distributed AI Workload Failures with NVIDIA Attribution
According to NVIDIA Developer. NVIDIA open-sourced NVIDIA Attribution to correlate workload-scoped logs, metrics, telemetry, and scheduler state into reproducible diagnoses.
Agentic engineering intelligence with Amazon Nova Multimodal Embeddings and Amazon Bedrock AgentCore
According to AWS. AWS details a multi-agent engineering assistant built to streamline component substitution evaluations using multimodal embeddings and Bedrock AgentCore.
Build efficient agents with knowledge distillation on Amazon SageMaker AI
According to AWS. Learn how to use sequence-level knowledge distillation to fine-tune a shopping agent on Amazon SageMaker AI.
How to Check and Configure NVIDIA GPUDirect Storage for Your Platform
According to NVIDIA Developer. NVIDIA introduces gds-diag, an open-source utility and optional agent skill to assess and configure GPUDirect Storage environments.
Meta Deploys AI-Driven JiTTests to Catch Code Bugs Before Production
According to Meta. Meta details the production deployment and positive impacts of its Catching Just-in-Time Tests (JiTTests) approach, leveraging large language models to generate executable tests.
GitHub intelligence puts your code, context, and history to work
According to GitHub. GitHub announces a new intelligence layer designed to bring code context, repository conventions, and developer history into agent workflows.
Meta Announces Next Generation of Meta Andromeda Ads Retrieval Engine
According to Meta. Meta describes the next generation of Meta Andromeda, its personalized ads retrieval engine, leveraging model, system, and GPU hardware co-design.
Build a Validated Kubernetes Runtime for NVIDIA Dynamo
According to NVIDIA Developer. NVIDIA introduces the AI Cluster Runtime (AICR) to package NVIDIA Dynamo and its supporting infrastructure into validated recipes.
Preview web apps live as your coding agent builds them with Amazon Bedrock AgentCore runtime
According to AWS. Amazon Bedrock AgentCore runtime enables live application previews through isolated microVM sessions and authenticated Session endpoints.
Run AI Models for Edge Application Development with TensorRT Edge-LLM
According to NVIDIA Developer. NVIDIA details new developer tools and workflows for prototyping, fine-tuning, and testing AI models and agents on embedded devices using the NVIDIA DGX Spark 64GB.
How the UK Amazon Quick User Group grew in 2026
According to AWS. Amazon highlights the growth and quarterly meetups of the Amazon Quick User Group in the United Kingdom, showcasing community collaboration, agentic AI, and practical workshops.
Build Specialized Agents on a Stack You Control with NVIDIA NemoClaw
According to NVIDIA Developer. NVIDIA announces NemoClaw open blueprints combining a tuned agent harness, Nemotron models, NeMo optimization tools, and the OpenShell secure runtime.
How MoEngage turned over 400 APIs into agent tools with AgentCore Gateway
According to AWS. MoEngage details how it utilized Amazon Bedrock AgentCore Gateway to convert internal private REST APIs into secure agent tools.
Accelerate agentic AI with NVIDIA Nemotron models on Amazon EKS and SageMaker HyperPod EKS
According to AWS. AWS details the deployment and architecture of the NVIDIA Nemotron 3.5 Super VL multimodal model on Amazon EKS and SageMaker HyperPod EKS.
NVIDIA Developers Turn Ideas Into Simulations With Frontier AI Agents
According to NVIDIA. Developers are combining frontier AI models with NVIDIA Omniverse libraries to build applications for exploring scenarios and improving designs.
Fine-Tuning NVIDIA Nemotron to Know Local Rules
According to NVIDIA Developer. NVIDIA releases Nemotron-Personas datasets for France and Belgium to improve model adaptation for local markets.
Google Expands AI & Economy Bench as Core Ad Growth Cools and Search Evolves
Mountain View reinforces its multidisciplinary research group with top-tier economic and AI experts to architect the next financial and infrastructural phase of global search monetization.
Google Unveils Playground: An Experimental Platform Redefining Custom Game Creation Through AI
Google has officially debuted Playground, an experimental platform allowing users to generate and play custom games via natural language prompts, marking a pivotal shift from passive media consumption to real-time interactive creation.
Google Unveils Gemini 4 Argon: A Calculated Shift Toward Deep Reasoning and Enterprise Economics
Google's new flagship model targets complex enterprise problem-solving with refined sparse architectures and aggressive hardware-software co-design.
Southeast Asia’s Digital Economy Hits $368 Billion as AI Redefines Regional Tech Infrastructure
The latest e-Conomy SEA findings reveal a $368 billion milestone driven by structural AI integration and a massive reallocation of downstream digital infrastructure capital.
Our newest AI Quest: Mapping the human brain
Discover how cutting-edge artificial intelligence is revolutionizing neuroscience by mapping the intricate structures of the human brain.
ChatGPT Ads expands to 26 new countries as over 100,000 advertisers have used the platform
OpenAI's advertising ecosystem reaches new global milestones, welcoming a massive influx of brands seeking to leverage conversational AI.
Distributed training with Ray Train DLCs and EFA on EKS
Discover how to optimize large-scale AI model training performance using Ray Train, Deep Learning Containers, and Elastic Fabric Adapter on Amazon EKS.
Patch the Planet: Global Response Coordination as Agents Uncover Critical Vulnerabilities
The global tech community is mobilizing an unprecedented response as autonomous agents uncover critical system vulnerabilities at scale.
What FDE Means at OpenAI and Its Impact on AI Development
An in-depth look at what the FDE role signifies within OpenAI's organizational structure and its strategic importance for deploying advanced AI systems.
Rapidly scaling online storage to serve over 1 billion ChatGPT users (Part II)
An in-depth look at the advanced engineering strategies OpenAI employs to scale online storage for over a billion global users.
How Fanatics and OpenAI streamline the fan experience
Sports merchandise giant Fanatics is teaming up with OpenAI to revolutionize how fans interact, shop, and experience their favorite sports through advanced artificial intelligence.
ChatGPT’s Expanding World of Work
The continuous evolution of ChatGPT is actively reshaping professional environments and workflows across modern industries.
GitHub Agentic Workflows Now Generally Available
GitHub has officially launched Agentic Workflows for general availability, bringing advanced AI-driven automation to software development pipelines worldwide.
OpenAI Expands Partnership with Oracle to Bring Enterprise Apps to ChatGPT
OpenAI is expanding its collaboration with Oracle to bring enterprise cloud applications and data capabilities directly into ChatGPT.
Anima helps clinics cut call waits by 75% with GPT-6 and GPT-Live
Healthcare platform Anima has integrated advanced artificial intelligence technologies to optimize communication workflows and relieve pressure on medical facilities.
Build more responsive apps with the Decisions API
Discover how the Decisions API empowers developers to optimize performance and build smarter, more agile applications.
Retell uses OpenAI models to help power 100M monthly calls
AI startup Retell is leveraging OpenAI's advanced models to handle a massive scale of 100 million voice calls every month.
GitHub Announces Shared Copilot Automations for Teams
According to GitHub. GitHub announces the rollout of shared Copilot Automations, enabling teams to build and maintain AI-powered workflows together.
Greptile Takes Bug Detection Beyond Code Review with GPT-6 Astra
Greptile expands its automated debugging capabilities by integrating the next-generation GPT-6 Astra model to detect deep architectural bugs across massive codebases.
How Check Point Accelerates Vulnerability Research with Daybreak
Check Point Software incorporates Daybreak to automate reverse engineering and speed up the identification of critical software vulnerabilities.
Legora is building the agentic operating system for legal work
Legora is developing a revolutionary AI-powered operating system designed to automate and streamline complex legal workflows.
How Bayer Crop Science built an agentic decision engine on Amazon Bedrock AgentCore with AWS Unified Operations
Bayer Crop Science has successfully developed an autonomous decision-making engine leveraging Amazon Bedrock AgentCore and AWS Unified Operations.
Public Monitoring Enhances Platform with Triage, Data Validity Checks, APIs, and Webhooks
The latest platform update introduces advanced triage capabilities, strict data validity controls, programmatic API access, and real-time webhook notifications.
GitHub Copilot in Visual Studio — September Update Released
Microsoft rolls out the September update for GitHub Copilot in Visual Studio, bringing smarter coding assistance and enhanced features.
Co-creating the future of fashion with Google
Exploring how artificial intelligence technology from Google is pioneering new pathways and driving creativity in the fashion industry.
OpenAI Expands Partnership with Oracle to Bring Enterprise Applications to ChatGPT
Enterprise customers can now interact with Oracle Cloud infrastructure and databases directly through ChatGPT conversational workflows.
NVIDIA RTX Spark Powers Neural Rendering and AI Characters in Games
According to NVIDIA Developer. NVIDIA announces the RTX Spark Windows PC platform alongside updates for neural rendering and in-game AI characters.
Python Typing Survey 2026: AI Tools and the Shifting Checker Landscape
According to Meta. The 2026 Python Typing Survey gathered 1,794 responses, highlighting shifting checker selections and growing AI involvement in type hints.
Cloudflare Addresses Cross-Request KV Cache Exposure in GLM-5.3 Workers AI Model
According to Cloudflare. Cloudflare details a tenant isolation issue affecting the GLM-5.3 Workers AI model and its coordinated remediation with SGLang.
Build agentic retrieval on a Managed Amazon Bedrock Knowledge Base with CDK
According to AWS. AWS published a guide on building enterprise agentic retrieval using a Managed Amazon Bedrock Knowledge Base and AWS CDK.
NVIDIA Announces New AI and Digital Twin Solutions for European Retail
According to NVIDIA. NVIDIA highlights how European retailers are leveraging open models and physical AI to transform digital discovery and warehouse operations.
Rescale Deploys AI Triage Agent Using AWS AI-DLC Framework
According to AWS. Rescale leverages Amazon Bedrock and AI-DLC methodology to automate the classification of nightly test suite failures.
AWS Introduces Data-Driven Auto Scaling for TTS on SageMaker AI
According to AWS. AWS provides a new framework to replace guessed auto-scaling targets with empirical measurements for text-to-speech deployments.
AWS Launches SageMaker Training Session APIs
According to AWS. New serverless APIs enable developers to build custom LLM training loops without the operational burden of managing GPU clusters.
AWS Announces Serverless Training Sessions for SageMaker AI
According to AWS. Amazon SageMaker AI introduces a new way to customize foundation models by offloading infrastructure management to the platform.
Amazon Announces Major Upgrade to Amazon Polly Generative Engine
According to AWS. Amazon has introduced an upgraded Generative engine for its Polly service, featuring 14 new voices and expanded language support for Hindi and Finnish.
Bayer Launches Agentic Decision Engine on Amazon Bedrock
According to AWS. Bayer Crop Science utilizes AWS infrastructure to automate complex decision-making processes for its global plant breeding operations.
GitHub Enhances Public Monitoring for Enterprise Security
According to GitHub. New triage tools, automated validity checks, and API integrations arrive for GitHub Enterprise Cloud public monitoring.
AWS Announces Multi-Turn Reinforcement Learning on Amazon SageMaker AI
According to AWS. New serverless capability enables training models for complex, multi-step agentic workflows using reinforcement learning.
GitHub Expands Copilot Usage Metrics API
According to GitHub. New updates to the Copilot metrics API now capture model usage from external tools and non-IDE integrations.
GitHub Integrates Copilot into Microsoft Teams
According to GitHub. GitHub announces a new app for Microsoft Teams that enables developers to turn repository notifications into actionable code.
GitHub Announces General Availability of Enterprise GitHub Apps
According to GitHub. GitHub expands enterprise automation capabilities by enabling GitHub Apps to replace classic personal access tokens.
GitHub Updates Meta API for Actions Blob Storage
According to GitHub. New blob storage endpoints have been added to the GitHub Actions infrastructure to enhance capacity and reliability.
GitHub Enhances Copilot Usage Metrics API
According to GitHub. New updates allow organizations to track specific custom agents, skills, and MCP servers within usage reports.
NVIDIA Unveils Minerva AIOps Platform for AI Factory Observability
According to NVIDIA. The new platform integrates infrastructure and workload telemetry to improve AI factory productivity and uptime.
European Financial Institutions Adopt NVIDIA Open Model Infrastructure
According to NVIDIA. NVIDIA announces new financial sector deployments leveraging accelerated computing and open-weight models.
NVIDIA Expands European AI Cloud Infrastructure and Security
According to NVIDIA. NVIDIA announces new regional cloud partnerships and the OpenShell Reference Architecture to enhance sovereign AI capabilities.
Google Cloud and NVIDIA Announce Vera Rubin Infrastructure
According to NVIDIA. New integrated platform brings Vera Rubin NVL72 to Google Cloud for large-scale AI training and reinforcement learning.
GitHub Enhances Dependabot REST API with Dependency Version Data
According to GitHub. GitHub introduces a new version_requirement field to its Dependabot alerts API to streamline vulnerability tracking.
GitHub Announces Updates to Secret Scanning
According to GitHub. GitHub introduces audit log changes and technical improvements to its secret scanning infrastructure.
NVIDIA and BSC Partner to Advance AI Startups in Spain
According to NVIDIA. The Barcelona Supercomputing Center's AI Factory Accelerator Programme now integrates with the NVIDIA Inception portal to support regional innovation.
Muse Spark moves into open mathematics: six papers show AI shifting from problem-solving to research collaboration
Meta published six mathematics papers produced with Muse Spark 1.1 and 1.2, five of which it says answer previously open questions. The more important signal is the workflow: mathematicians chose and guided the problems, AI helped explore and draft, and separate experts reviewed the work.
Anthropic puts $100 million into training 10,000 engineers: the AI bottleneck may no longer be the model
Các hãng AI đang có model ngày càng mạnh, nhưng doanh nghiệp vẫn thiếu người biết biến chúng thành hệ thống chạy được. Khoản đầu tư mới của Anthropic nhắm thẳng vào khoảng trống đó.
AI's trillion-dollar race faces its returns test
Global AI investment could exceed $30 trillion by 2050, but the harder question is whether revenue and productivity can grow fast enough to justify today's infrastructure buildout.
Meta opens Muse code so developers can build their own AI gadgets
TechCrunch and The Verge report that Meta is opening code that lets developers put Muse on custom devices and displays.
Apple tightens full-disk access as AI agents increase security risk
The Verge and Ars Technica report that Apple is adding tighter controls around Full Disk Access on Mac as AI agents gain more autonomy.
GitHub Copilot code review adds API support and a new default effort level
GitHub says developers can now request Copilot code review through REST or GraphQL APIs and set effort per request.
Anthropic commits $100M to train 10,000 frontier deployment engineers
Claude Frontier Academy aims to train 10,000 enterprise AI deployment engineers by the end of 2027.
GitHub Copilot deprecates several older models
GitHub deprecated Gemini 3.5/3.6 Flash, Kimi K2.7 Code and Claude Opus 4.7 across Copilot.
OpenAI publishes a practical guide to building with the GPT-6 family
OpenAI's guide focuses on choosing GPT-6 models, tuning reasoning effort, improving prompts and skills, coordinating tools and preparing workflows for production.
GitHub Copilot can now control desktop apps with computer use
Public preview lets Copilot read interfaces, click, type, scroll and navigate desktop applications.
GitHub Copilot adds Dynamic Workflows for multi-agent orchestration
Dynamic Workflows define commands, agent delegation, verification and checkpoints in code.
Google DeepMind introduces SynthID Bio for watermarking AI-designed proteins
SynthID Bio embeds a detectable signature into AI-generated protein sequences while preserving biological function in lab tests.
OpenAI DevDay 2026 pushes always-on agents and Ultrafast inference
OpenAI highlighted Dots, GPT-6.1 Sol, Ultrafast and new enterprise privacy controls at DevDay 2026.
OpenAI launches GPT-6.1 Sol for agentic coding and professional work
OpenAI positions GPT-6.1 Sol near Astra capability at substantially lower standard token pricing.
Anthropic introduces Claude Sonnet 5.5 with higher speed and lower cost
Anthropic says Sonnet 5.5 runs more than 30% faster and can cost up to 30% less for most work.