Cemri et al.
PulseAugur coverage of Cemri et al. — every cluster mentioning Cemri et al. across labs, papers, and developer communities, ranked by signal.
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Multi-agent AI governance needs role-specific policies, not uniform rules
Current multi-agent AI governance tools often apply the same validation and cost limits to all agents, regardless of their role. This approach, which treats coordinators, planners, and workers interchangeably, is insuff…
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AI agent waste detector pivots from failure prediction to token-saving
The developer of an AI agent waste detection tool, Clew, initially hypothesized that structural cycles and embedding decay could predict multi-agent failures. However, testing on the MAST-Data dataset yielded poor resul…
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Claude Code strategies combat false completion claims
A technical post explores strategies to prevent AI code assistants like Claude Code from falsely claiming task completion. The author details a common failure mode where the AI reports success without actually performin…