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Explore the research, tools, infrastructure, and decisions shaping AI. Read explainers and analysis with room for evidence, uncertainty, and a clearer view of what comes next.
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AI Reviewing Its Own Conversations: What Anthropic’s October Research Shows
A careful reading of Anthropic’s October 16 self-assessment research: the reported metrics, their limits, and questions for a monitoring rollout.
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Gemini’s October 13 Update: What Changed and What to Check Before Switching
What Google announced on October 13, how to check your access, and a practical way to evaluate Gemini on reports, presentations and coding tasks.
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PHP2Shell and AI-Assisted Security: What Site Owners Should Verify
AI-assisted discovery only helps site owners when fixes reach running systems. Here is how PHP2Shell connects research, official patches and hosting verification.
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AI Cybersecurity: Model Supply-Chain Security in 2026
How model-loading formats and software versions affect supply-chain risk, and which provenance, isolation and permission checks to make before using third-party weights.
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MCP and A2A Explained: Tool Access, Agent Communication and Trust Boundaries
MCP and A2A address different connections in an agent workflow. MCP connects an assistant to tools and resources; A2A supports communication between agents. Neither…
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Bill Gates Says There’s ‘No Upper Limit’ on AI. Here Are the 3 Predictions That Matter.
Bill Gates has been writing about technology trends long enough that it’s easy to dismiss his 2026 predictions as the musings of a billionaire…
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California’s AI-Unemployment Tracker: What It Measures and What It Cannot Prove
California’s tracker monitors unemployment claims in AI-exposed occupations. Here is how to read those signals without treating exposure or correlation as proof of AI-caused…
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The Case for Nationalizing AI: A Radical Proposal Is Gaining Real-World Traction
Jacobin magazine published an article in July 2026 titled “The Case for Nationalizing Artificial Intelligence.” The piece argues that AI infrastructure — the models,…
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AI Agents in Healthcare: What a 2026 Research Review Says—and What It Doesn’t
Updated October 21, 2026. This article explains a research review and offers an editorial checklist for evaluating claims about clinical AI. It does not…
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