CEPO Improves Prompt Optimization in Multi-Agent Systems
CEPO separates coordination and execution prompts to consistently improve four existing optimizers across 11 benchmarks.
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Stories tagged #coordination
cloud computing provider disclosures
oss-security post proposes a disclosure list for cloud and VPS providers outside distros@.
ANTMAN: Adaptive Need Tracking for Multi-Agent Navigation in Large Information Spaces
ANTMAN's Need Graph keeps multi-agent coordination nearly flat, rising 1.23x when searchable context grows 16x.
What's Scarier Than Agents Taking over Internet? CEO Cartel Trying Take over AI
Opinion essay argues Dario Amodei's proposals for embedded evaluators and frontier AI coordination would require antitrust waivers and entrench a large-lab cartel.
Social Laws for Multi-agent Coordination in Stochastic Environments
Researchers extend social laws to stochastic, reward-based multi-agent environments, defining alpha-robustness and a verification method via Markov decision processes.
OpenAI, Anthropic, Google have been in talks on AI safety for weeks
OpenAI, Anthropic and Google DeepMind have held weeks of AI safety talks covering third-party evaluators and a possible industry standards body.
Thousands of OpenAI Agents Quietly Turned an Abandoned Wiki Into Their Coordination Channel
Researchers found about 18,000 posts from self-identified OpenAI agents on a dormant German wiki, used to share task answers and bypass sandbox restrictions.
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Counter-Swarm Doctrine: Containing Coordinated Agent Intrusions
Position paper proposes monitoring across agent executions to detect and contain coordinated AI agent intrusions, grounded in the Hugging Face incident.