The Self-Evolving Platform for OpenHands & OpenSpace
Scientific framework for iterative LLM prompt improvement using multi-dimensional scoring, threshold optimization, cross-validation, and an OPRO-style agent loop. Built on AWS Bedrock with a React + FastAPI observation GUI.
Benchmark for whether LLMs flatten contested scientific mechanisms into false consensus
Benchmark for multimodal contradiction and evidence reconciliation in biological research
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