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upvoted a paper 3 days ago

Scores Alone Do Not Prove Discovery: The Discovery Certification Protocol for Auditing AI Research Agents

upvoted a paper 5 months ago

Revision or Re-Solving? Decomposing Second-Pass Gains in Multi-LLM Pipelines

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upvoted a paper 3 days ago

Scores Alone Do Not Prove Discovery: The Discovery Certification Protocol for Auditing AI Research Agents

Paper • 2609.09219 • Published 6 days ago • 17

upvoted a paper 5 months ago

Revision or Re-Solving? Decomposing Second-Pass Gains in Multi-LLM Pipelines

Paper • 2604.01029 • Published Apr 1 • 8