Training pressure
Alignment
Experiments on objectives, scaffolds, incentives, feedback loops, and oversight dynamics.
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.