Research
Hugging Face Papers features Principia, an LLM framework for building scientific principles at test time
Principia forms comparative causal hypotheses from related inputs and synthesizes them into inductive principles that are revised as new observations arrive. It reportedly outperforms baselines on molecular optimization, protein engineering, gene perturbation and molecular property prediction bench…
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Principia: Test-Time Hypotheses to Principle Construction for Scientific Discovery