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1. calc-bounds calc-bounds Public

   Unknown is not normal: LLM reads the clinical note (present/absent/unknown), code computes score bounds and asks only decision-relevant questions

   Python 1

2. neurogen neurogen Public

   An autoresearch project. Developmental constraints improve transformer training.

   Python

3. urg-forecast-core urg-forecast-core Public

   Base abierta para pronosticar la demanda semanal de urgencias en Chile con datos públicos del DEIS MINSAL. Comando urg-forecast: backtest y pronóstico para cualquier establecimiento.

   Python

4. boundary-signature boundary-signature Public

   A token-probability measurement protocol for per-step belief monitoring in chain-of-thought reasoning. Per-step answer-distribution scorers (mean entropy) as deferral signals, validated cross-domai…

   Python

5. clinical-llm-redteam clinical-llm-redteam Public

   Adversarial test cases and grading rubrics for clinical safety of LLMs, from a practicing emergency physician

   Python

6. token-lattice-ca token-lattice-ca Public

   Token-lattice CA: a cellular automaton over token space as a black-box measurement instrument for language-model structure (F1-F19; toy transformer + real BERT MLMs)

   Python