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AI & ML Research 8 Hours

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Last updated: March 20, 2026, 7:35 PM ET

AI Agent Reliability & Deployment

Compound probability severely degrades agent performance, causing an 85% accurate model to fail four out of five times on a ten-step task. Researchers are advocating for a four-check pre-deployment framework to mitigate these cascading errors before production release.