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#agent-drift News & Analysis

2 articles tagged with #agent-drift. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · May 97/10
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TACT: Mitigating Overthinking and Overacting in Coding Agents via Activation Steering

Researchers introduce TACT, a technique using activation steering to detect and correct 'agent drift' in language model coding agents, where models either repeatedly reason over known information or issue tool calls without proper reasoning. The method improves task resolution rates by 4.8-5.8 percentage points across multiple benchmarks while reducing steps needed to complete tasks by up to 26%.

AIBullisharXiv – CS AI · Feb 277/105
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Agent Behavioral Contracts: Formal Specification and Runtime Enforcement for Reliable Autonomous AI Agents

Researchers introduce Agent Behavioral Contracts (ABC), a formal framework for specifying and enforcing reliable behavior in autonomous AI agents. The system addresses critical issues of drift and governance failures in AI deployments by implementing runtime-enforceable contracts that achieve 88-100% compliance rates and significantly improve violation detection.