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1. interface-theory interface-theory Public

   A theory of identifiability, minimal causal interfaces, and measurement limits for adaptive systems.

   Python

2. the-correctable-lineage the-correctable-lineage Public

   Research on evidence-driven correction: how bounded systems preserve scope, uncertainty, provenance, and revision pathways during sequential updates.

   Python

3. negative-space-search negative-space-search Public

   A research framework and benchmark for detecting equilibrium-induced epistemic blind spots, distinguishing justified absence from missing capability, and evaluating corrective interventions.

   Python

4. magikarp magikarp Public

   Benchmarking whether representation self-diagnosis predicts adaptive success beyond current capability and standard adaptation measures.

   Python