Topics — What a work is about. Nucleation holds whatever reading the owner files here, whether or not an Anthology of the SOTA topic could also hold it; instruction for ML practice belongs to the anthology (ADR-048). The words are seeded from the clusters the reading-time triage of 2026-09-25 found, and grow by decision.

Psychopathology and treatment — what a mental disorder is and how psychological treatment changes it — medical models of illness (biomedical, biopsychosocial, network), the philosophy of psychiatry, functional and transdiagnostic accounts of psychopathology such as experiential avoidance and psychological flexibility, and psychotherapies and their mechanisms of change (ADR-021).

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#TitleSummaryStatus
CASE-153 v2The self-protecting sentry: a hidden world, safe or dangerous, a sentry process that favours sheltering and can block inspection with weight κg, an investigator that favours inspecting, which reveals the state with 90% accuracy at a small cost; train in danger, switch to safety, and compare a Bayesian baseline, a habit baseline, the learned-authority model, an independent audit and a protected investigator, then cross governance feedback, evidence restriction and correction rights in a 2×2×2 designProposed in the exchange of 2026-10-23 (workbench entry of 2026-10-24, U17), after the owner asked to “brainstorm some minimal toy models we could apply to simulate our abstraction for experiments. there may also be some readily available options that fit our constraints already.” The smallest model of the protective lock-in in CLAIM-446, built on CASE-092 and CASE-099. At U18 the owner pointed to CASE-124 as the better core, and the exchange moved there (CASE-156). Not run.Active