Internal evidence

Interpretability

Mechanistic probes and causal interventions that make behavioral failures easier to explain.

Publication standard

Method, limitation, and evidence travel together.

Public reports will appear here when the experimental setup, failure cases, and supporting artifacts are ready to be read without ceremony.