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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MAI-Code-1-Flash vs Claude Haiku 4.5: Coding Benchmarks
Microsoft’s MAI-Code-1-Flash beats Claude Haiku 4.5 by 16 points on SWE-Bench Pro—when tested in the GitHub Copilot harness it was…
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Gemini 3.5 Pro: What Flash Reveals About the Frontier
Gemini 3.5 Pro was promised for June but still hasn’t shipped. Four weeks of Flash production data make the wait…
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SubQ vs Transformers: A 1,000x Claim Without Proof
Miami startup Subquadratic claims its SubQ model cuts attention compute 1,000x over transformers via a new Sparse Attention mechanism, with…
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Gemini 3.5 Flash: Google Bets on Agents, Not Chatbots
Google shipped Gemini 3.5 Flash at I/O 2026 with a result that rewrites the Flash vs Pro hierarchy: it outperforms…
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SAP’s €1B Prior Labs Deal: Tabular AI Over LLMs
SAP committed €1B to acquire Prior Labs, the Freiburg startup behind TabPFN — a tabular foundation model published in Nature…
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Microsoft MAI Models: The OpenAI Independence Play
At Build 2026, Microsoft unveiled seven in-house MAI models spanning reasoning, coding, image, and voice. The real story is not…
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MCP at 9,400 Servers: Agentic Infrastructure Outruns the Models
Q2 2026 closed with 9,400 MCP servers and a 58% quarter-over-quarter growth rate running for three straight quarters. The protocol…
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Magnifica Humanitas Gets More Right Than You’d Think
Tech journalists dismissed Pope Leo XIV’s AI encyclical as religious anxiety. The actual document makes a historically grounded structural argument…