No hallucination by design

SUPTOC keeps TOC processing constrained to input text and language rules instead of free-form model generation.

No-hallucination boundary

Do not invent headings absent from source text; only extract, validate, and correct by rules.

Human language rules

Process TOCs by chapter tokens, numbering, indentation, and style consistency.

API key security

Store only key hashes and never expose full keys after creation.

Access control

Member API endpoints require authentication and quota checks.

Audit logs

Record call volume, latency, issue types, and correction results.

Data protection

Production should enable HTTPS, access isolation, and retention policies.