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Applied AI·October 26, 2026·1 min read

Import AI 478: Math for alignment; ProgramBench; and Mirendil shows what RSI means

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Alignment math, new program synthesis benchmarks, and RSI thought experiments are moving from blog-theory to semi-mainstream discourse. Worth monitoring if your roadmap assumes stable model behavior and bounded capability growth over multi-year horizons.

Applied AI

Anthropic's S-1 lists 94 pages of risk factors and warns that the "scale of harm" from a "catastrophic" AI incident might mean it is unable to obtain insurance

When an AI frontrunner devotes 94 pages to risk and explicitly contemplates uninsurable catastrophic incidents, it’s signaling that traditional insurance may not cover frontier AI failure modes. If you’re deploying these systems in critical workflows, treat risk transfer as uncertain—build internal controls and incident response as if you’re self‑insured.