Exploring how AI is reshaping our world
Daily analysis of AI tools, research, and industry shifts — written for engineers and decision-makers.
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Illinois AI Safety Act: The First Mandatory Audit Law
Illinois SB 315 makes history as the first US state law to require annual independent audits of frontier AI developers. OpenAI, Anthropic, Google, Meta, and xAI are almost certainly covered. Here’s what the law requires and when compliance kicks in.
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NVIDIA Cosmos 3 Edge: Physical AI Goes On-Device
NVIDIA released Cosmos 3 Edge on July 20, a 4B open world model that runs robot perception, reasoning, and action…
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How to Evaluate LLMs for Your Use Case (2026 Guide)
Public benchmarks got you to a shortlist. Here’s how to build the task-specific eval suite that decides what actually ships…
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MCP 2026-07-28: Stateless Core, Enterprise Auth Lands
The MCP spec shipped July 28 with its biggest changes yet: sessions removed, OAuth 2.1 compliance required, embedded UI and…
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Claude Opus 5: Near-Frontier at Half the Price
Claude Opus 5 launched July 24 at $5/$25 per million tokens — half the price of Fable 5 — and…
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Why 88% of Enterprise AI Pilots Never Ship
88% of enterprise AI agent pilots never reach production — not because of bad models or bad data, but because…
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Unisound U2: 266B MoE at $0.15/MTok, Built for Agents
Unisound — a Beijing-based speech AI company most known for IoT voice engines — released U2 in June 2026: a…
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AI Agents Are Live. Governance Is Still in the Lab.
72% of enterprises have AI agents in production. 60% have no formal governance framework. The July 2026 O’Reilly and Technology…
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Agentic AI vs Automation: The 71% Productivity Gap Explained
Stanford’s 51-case Enterprise AI Playbook confirms agentic AI delivers 71% median productivity gains—versus 40% for traditional automation. The gap isn’t…