FIELD NOTES / Scientific AI Systems
TRAUMA-LLM
Can protocol-bound tests distinguish history-dependent behavior from simplistic explanations?
Last reviewed 2026-10-19 · Non-sensitive overview of private work
Overview
History-dependent behavior evaluation · TRAUMA-LLM
Can protocol-bound tests distinguish history-dependent behavior from simplistic explanations?
Research Question
Can protocol-bound tests distinguish history-dependent behavior from simplistic explanations?
Technical Approach
Phase 0 falsifiability and mock/synthetic feasibility platform with protocol freezing and hash-chained logs.
My Contribution
Developed early local research protocol tooling; confirmatory experiments not established.
Evidence
- Repository core, dependency and test/development records inspected during the 2026-10-19 audit. Evidence levels describe the available record, not clinical effectiveness.
Outputs
- Code and documented development artifacts. Private source and study data are not redistributed.
Current Status
Development evidence is available; no claim of clinical utility or production readiness is made.
Related Publications
No project-specific peer-reviewed publication is listed. Ongoing work is kept separate from the published bibliography.