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GitHub Used Copilot to Rewrite an 800,000-Line Agent Runtime in Rust

GitHub moved the Copilot agent runtime from TypeScript to more than 800,000 lines of Rust. The reusable lesson is the test-gated migration system.

Union Alpha Was Pareto 26.9: What the Blended AI Model Actually Offers

Pareto 26.9 is the model behind the Union Alpha reveal. We separate the confirmed price and context from claims about composition, quality and adoption.

Bonsai 2 27B Fits a 27B AI Model Into 5.9 GB, but Runtime Memory Is the Real Test

Bonsai 2 27B compresses Qwen3.8 27B into a 5.95 GB GGUF. Here is what the file size proves, what it does not, and how to test real local memory.

Qwen3.8 LiveTranslate Adds 60-Language Speaker-Aware Interpretation

Qwen3.8 LiveTranslate streams translated speech and text, understands 60 languages and can separate speakers. See its limits, pricing and deployment checklist.

SK hynix Ventures Launches to Back AI Infrastructure Startups in Silicon Valley

SK hynix Ventures will target AI computing, data centers, system software and optical links. Here is what the new CVC means for founders.

AWS Releases Six SageMaker Agent Skills for Hugging Face Model Deployment

SageMaker agent skills now guide coding agents through six Hugging Face deployment routes, compatibility checks, monitoring and verified teardown.

AWS AgentCore Runtime Uses Container Snapshots for Consistent Agent Starts

AgentCore Runtime now restores sessions from prepared container snapshots. Here is what changes for startup time, cost, state and security testing.

Applied Intuition and HUMAIN Target Thousands of Autonomous Trucks in Saudi Arabia by 2030

Applied Intuition and HUMAIN plan thousands of autonomous trucks in Saudi Arabia by 2030. Here are the milestones needed to verify that target.

Google and NVIDIA Join a New AI Energy Management Alliance for Flexible Data Centers

The AI Energy Management Alliance wants data centers to flex electricity demand. Here are the metrics, workload rules and grid contracts that matter.

Google Says Its Security Agents Stop Hundreds of Vulnerabilities a Month

Google says AI security agents prevent hundreds of vulnerabilities a month. Its Mantis demo shows the architecture, sandbox and approval boundaries behind the claim.

Microsoft Says 111 AI Agents Cut One Planning Cycle From 10 Days to Under 2.5

Microsoft reports more than 111 supply-chain agents, a 75% cycle-time reduction in one measured workflow and bounded sales metrics. We audit the denominators.

OpenAI API Platform Adds SCIM Group Access for Organizations and Projects

OpenAI API Platform SCIM now lets Enterprise and Edu admins assign synced identity groups to API organizations and projects. Here is the lifecycle test.