MHLM / MDLH Research Track

MHLM examines multi-model LLM convergence and the epistemic risks of AI-assisted scientific development.

Scope

This track does not validate physical claims by itself. It evaluates how AI systems shape, amplify, correct, or destabilize research narratives.

The 2026-05-26 final update preserves the latest MHLM Ultra Master Library and final model-response audit package as archive/provenance evidence.

Final Master Library: archive/final_master_library/2026-05-25_MHLM_Ultra_Master_Library/
Final model-response audit round: model-responses/final_audit_round_2026-05-25/
Provenance and consensus policy: provenance/
Freeze scope and checklist: freeze/

Model responses remain critique and process evidence only. Cross-model agreement is not validation.

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
MDLH-v1.0		MDLH-v1.0
_mhlm_final_update_audit		_mhlm_final_update_audit
ai-workflows/ops		ai-workflows/ops
archive		archive
case_studies/aoia_runtime_forensics		case_studies/aoia_runtime_forensics
docs		docs
epistemic-analysis/legacy		epistemic-analysis/legacy
evaluation/daily-reports		evaluation/daily-reports
figures/legacy		figures/legacy
freeze		freeze
logs/model-tracks		logs/model-tracks
model-responses/final_audit_round_2026-05-25		model-responses/final_audit_round_2026-05-25
provenance		provenance
reproducibility/zenodo-archives		reproducibility/zenodo-archives
.gitignore		.gitignore
AUTHORITY_SCOPE.md		AUTHORITY_SCOPE.md
CHANGELOG.md		CHANGELOG.md
INDEX.md		INDEX.md
LICENSE		LICENSE
MANIFEST.md		MANIFEST.md
README.md		README.md
ROADMAP.md		ROADMAP.md