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#institutional-design News & Analysis

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

2 articles
AINeutralarXiv – CS AI · Mar 57/10
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MACC: Multi-Agent Collaborative Competition for Scientific Exploration

Researchers introduce MACC (Multi-Agent Collaborative Competition), a new institutional architecture that combines multiple AI agents based on large language models to improve scientific discovery. The system addresses limitations of single-agent approaches by incorporating incentive mechanisms, shared workspaces, and institutional design principles to enhance transparency, reproducibility, and exploration efficiency in scientific research.

AINeutralarXiv – CS AI · Apr 106/10
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Governing frontier general-purpose AI in the public sector: adaptive risk management and policy capacity under uncertainty through 2030

A research paper proposes adaptive risk management frameworks for governing frontier AI in public sectors through 2030, arguing that static compliance models are insufficient given rapid capability advancement and incomplete knowledge of AI harms. The work emphasizes that effective governance requires organizational redesign, stronger policy capacity, and scenario-aware regulation rather than purely technical solutions.