Humanify Lab | Academic Discourse Restructuring & Integrity Engine

Restructuring Engine:

ORIGINAL DRAFT / TRANSLATION Supports Markdown / LaTeX

RESTRUCTURED ACADEMIC PROSE

Burstiness Index (CV) Target ≥ 0.50

0.000

Sentence length variation coefficient (σ / μ)

Academic Slop Tokens Target: 0

Delve, testament, pivotal, underscores, etc.

AI Discourse Risk LOW

Discourse & syntactic uniformity probability

Integrity Gate Standby

Protected: 0 | Restored: 0

Zero-Semantic-Drift token verification