An LLM-assisted pipeline applied to 4,323 governance records finds that permissionless and corporate AI agent protocols show similar participation inequality and fragmentation but denser thematic alignment in the open setting.
Towards two decades of Atlantic Ocean mass and heat transports at 26.5°N
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2representative citing papers
Case study demonstrates that a Gemini AI integrated into a climate science workflow produced most of a 79-paper synthesis on AMOC stability in 46 person-hours, with experts retaining the majority of AI output while adding critical content and oversight.
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Agentic Analysis for Agentic Infrastructure: An LLM-Powered Pipeline for Comparative Governance of DAO and Corporate AI Protocols
An LLM-assisted pipeline applied to 4,323 governance records finds that permissionless and corporate AI agent protocols show similar participation inequality and fragmentation but denser thematic alignment in the open setting.
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AI-Assisted Scientific Assessment: A Case Study on Climate Change
Case study demonstrates that a Gemini AI integrated into a climate science workflow produced most of a 79-paper synthesis on AMOC stability in 46 person-hours, with experts retaining the majority of AI output while adding critical content and oversight.