Policy-Conditioned AI-Use Detection: An Evidentiary Framework for Academic Publishing

arXiv:2609.38427 · cs.CL, cs.AI, cs.CY · Submitted 2026-09-29 · Read on arXiv

cs.CL, cs.AI, cs.CY

Submitted: 2026-09-29

Updated: 2026-09-29

Terminology

Benchmark — 24× in this paper · explained in 2 episodes
Calibration — 12× in this paper · explained in 7 episodes
Provenance — 11× in this paper · explained in 4 episodes
Actor — 8× in this paper · explained in 3 episodes
Trace — 7× in this paper · explained in 2 episodes
Abstention — 6× in this paper · explained in 1 episode
Accuracy — 6× in this paper · explained in 1 episode
AUROC — 5× in this paper · explained in 2 episodes
Verification — 5× in this paper · explained in 2 episodes
Generative AI — 3× in this paper · explained in 2 episodes
Robustness — 3× in this paper · explained in 5 episodes
Domain Shift — 2× in this paper · explained in 4 episodes
AI Agents — 1× in this paper · explained in 2 episodes
Agentic Coding — 1× in this paper · explained in 1 episode
Agentic System — 1× in this paper · explained in 2 episodes
Bayesian Inference — 1× in this paper · explained in 5 episodes
Benchmarking — 1× in this paper · explained in 4 episodes
Generalization — 1× in this paper · explained in 13 episodes
In-Context Learning — 1× in this paper · explained in 4 episodes
International Conference on Machine Learning — 1× in this paper

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