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#collective-agency News & Analysis

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

2 articles
AINeutralarXiv – CS AI · May 47/10
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Causal Foundations of Collective Agency

Researchers propose a formal framework using causal games and causal abstraction to determine when multiple AI agents form a collective agent with emergent capabilities and goals. The work addresses a critical AI safety concern: inadvertent formation of unified agents from simpler components could create unpredictable behavior in advanced AI systems.

AIBullisharXiv – CS AI · Mar 126/10
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Learning to Negotiate: Multi-Agent Deliberation for Collective Value Alignment in LLMs

Researchers propose a multi-agent negotiation framework for aligning large language models in scenarios involving conflicting stakeholder values. The approach uses two LLM instances with opposing personas engaging in structured dialogue to develop conflict resolution capabilities while maintaining collective agency alignment.