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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Qwen 3.8 Max: 2.4T Claims, Zero Independent Scores
Alibaba’s Qwen 3.8 Max went live August 3 with 2.4 trillion parameters and five benchmark scores that would, if verified, put it ahead of GPT-5.6 Sol and Claude Fable 5. Every one of those numbers came from Alibaba’s own table.…
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AI Insurance Compliance: The January 2027 Crunch
Three AI compliance deadlines converge on January 1, 2027: Colorado’s rewritten ADMT law, California’s CCPA automated decision-making rules, and the…
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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.…
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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…