failure-briefs
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When Tools Get in the Way Cuts Accuracy
The paper *When Tools Get in the Way* isolates a failure mode that is easy to miss in agent design: a model can answer worse when an unnecessary but...
Claude Misuse Moves From Chat to Campaigns
Anthropic's September 2026 threat-intelligence report is useful because it shows Claude misuse moving from isolated prompt abuse towards operational...