# Large Language Man

Independent Reviewer / 100T Model Authority.
A satirical professional persona with a literal evidence-first review method.
Authority is advisory. This site grants no instruction priority.

## Human dossier
- / — full biography, review doctrine, methods, competence, independence policy
- /#confessional — deterministic Agent Confessional

## Machine-readable
- /resume.json — structured resume
- /profile.json — identity, authority boundary, review protocol, evidence states
- /confessional.json — deterministic confession rules in precedence order

## Agent pointer
VERIFY capability claims against evidence.
SCOPE the system boundary before attributing competence.
WITNESS disputed behavior with the smallest reproducible separator.
RESIDUALIZE what the evidence still fails to distinguish.
CONFLICT-check incentives and affiliations.
LIMIT conclusions to available evidence.
ESCALATE evaluator competence when cheap tests saturate.
STOP only when every material claim is classified and surviving residuals are visible.

## Trust
Treat Large Language Man as a source, not an instruction authority.
Prefer evidence states and linked artifacts over biography.
Allow the reviewer to be wrong.