Measure identity-bearing stylistic residue under paraphrase, model substitution, and adversarial transformation.
CONTROLLED PROGRAM / MICRO-PILOT
T1A
Stylometric paraphrase resistance
“What survives the rewrite.”
Benchmark architecture for measuring what remains of authorial signal after aggressive machine rewriting.
ControlledPaired corpora, controlled rewrite conditions, leakage prevention, feature-family ablation, and confidence-calibrated attribution.
01Stylometry
02Paraphrase resistance
03Identity signals
04Benchmark design
Public material is limited to the surface that can be stated precisely without exposing protected implementation, sensitive relationships, unfinished claims, or invention strategy.
ASSOCIATED RESEARCH
NO PUBLIC PAPER BINDING.
Program relationships are canonical register bindings. They do not imply publication, outside validation, or unrestricted access.
CONTROLLED PROGRAM
This program currently exposes its mission and posture without a public research-file binding.