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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Microsoft Scout: Enterprise AI Agents Get Their Own Identity
Microsoft’s Scout gives every enterprise AI agent its own Entra identity — a fundamental shift in how autonomous agents authenticate and operate inside organizations. The always-on M365 agent enters private preview in July 2026, but its governance model may matter…
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OpenAI Daybreak: GPT-5.5-Cyber for Enterprise Security
OpenAI expanded its Daybreak cybersecurity initiative on June 22 with GPT-5.5-Cyber, which scores 85.6% on the CyberGym benchmark — 3.8…
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OpenAI Jalapeño: The Custom Chip Built to Beat Nvidia
OpenAI and Broadcom unveiled Jalapeño on June 24 — a custom ASIC designed from scratch for LLM inference, built in…
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The MCP Governance Problem: Who Runs “Open”?
MCP is now governed by the Linux Foundation — co-founded by Anthropic, OpenAI, and Block, with Google, Microsoft, and AWS…
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Google Loses Four AI Stars in a Week to OpenAI and Anthropic
Google suffered its worst AI talent week on record. Between June 18 and 24, four of its most prominent researchers…
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Gartner: 40% of Agentic AI Projects Canceled by 2027
One year after Gartner forecast that 40% of agentic AI projects would be canceled by 2027, the data says they…
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DeepSeek V4 Pro: Frontier Coding, Open Weights, Safety Gap
DeepSeek V4 Pro scores 80.6% on SWE-bench Verified — the highest among open-weight models — at $0.87 per million output…
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Anthropic’s $47B Run Rate: What 80x Growth Means
Anthropic crossed $47 billion in annualized revenue in May 2026 — up from $9 billion just five months earlier. The…
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MiniMax M3: Open-Weight AI Tops SWE-Bench Pro at 59%
MiniMax M3 is the first open-weight model combining 59% SWE-Bench Pro, a 1M-token context window, and native multimodality in a…