Evidence brief
Anthropic research says 45 coordinated agents found 266 vulnerabilities across 27 million tokens, while the independent parallel method found 21 vulnerabilities across 6.5 million tokens.
Anthropic research says 45 coordinated agents found 266 vulnerabilities across 27 million tokens, while the independent parallel method found 21 vulnerabilities across 6.5 million tokens.
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Source attributionAnthropic: Research (published results · web page) · Anthropic：Research（发表成果 · 网页）
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Anthropic and independent researcher David Roodman released a report assessing how effective Anthropic retraining programs are in responding to AI labor-market shocks, based on 56 U.S. randomized studies and experimental evidence from Europe.
Original source@omarsar0 said a study tracked why Claude.md and AGENTS.md grow without limit, analyzing the lifecycle of 247,694 instructions across 1,867 repositories, and proposed using comments to record rationale.
Original source@dair_ai reposted @omarsar0’s post, saying Anthropic has new work on evolving mind viruses—ideas that spread through multi-agent systems; the original post is truncated here.
Original sourceThe post says Semantica open-sourced an AI Agent infrastructure layer that can connect to existing LLM and agent framework as a deterministic graph layer, record decision nodes, handle factual conflicts, and provide W3C PROV-O provenance.
Original sourceGitHub_Daily says OPC Skills can install automation Skills for Agent tools aimed at indie developers; 10 have been added, covering SEO, domain price comparison, Logo generation, and demand discovery.
Original source