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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AI Coding Agents: The New Attack Surface
Three critical vulnerabilities in Cursor, GitHub Agentic Workflows, and AWS Kiro landed in July 2026. Each was exploited through prompt injection. Each required no credentials. Here’s what’s actually at stake.
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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…
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ARC-AGI-3 Milestone 1: What the Prize Winners Reveal
Every frontier model scores below 1% on ARC-AGI-3 while humans solve all 135 environments with no instructions. The Milestone 1…
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Google Drops Three Gemini Models, Teases Gemini 4
Google released Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber on July 21. The Flash model scores 49% on…
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Grok 4.5: xAI’s Cursor-Trained Coding Model, Benchmarked
Grok 4.5 launched July 8, trained on real Cursor developer sessions after SpaceX’s $60B acquisition. It leads on SWE Marathon…