Diagnostic Foundation for Evaluating LLMs' Research Integrity as Co-Scientists
Source
Yash Tripathi, Silu Sharma, Sai Sidhanth Manoharan Jayanthi, Shivank Garg, Lin Li
Author
Yash Tripathi, Silu Sharma, Sai Sidhanth Manoharan Jayanthi, Shivank Garg, Lin Li
Published
Why it matters
Anyone deploying models as autonomous research or review agents now has a measured failure rate under pressure, and evidence that scaling up the model does not fix it.
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