One note in three: a verified census of three deployed AI scribes, and the instrument that counted it

arXiv:2608.31017 · cs.CL, cs.AI, cs.CY · Submitted 2026-08-31 · Read on arXiv

cs.CL, cs.AI, cs.CY

Submitted: 2026-08-31

Updated: 2026-08-31

Code: https://github.com/composo-ai/omission-bench

Terminology

Verification — 27× in this paper · explained in 2 episodes
Clustering — 12× in this paper · explained in 2 episodes
Provenance — 9× in this paper · explained in 3 episodes
Abstention — 7× in this paper · explained in 1 episode
Benchmark — 7× in this paper · explained in 2 episodes
Generative AI — 5× in this paper · explained in 2 episodes
LLM judge — 5× in this paper · explained in 2 episodes
Accountability — 4× in this paper · explained in 2 episodes
Accuracy — 4× in this paper · explained in 1 episode
Calibration — 4× in this paper · explained in 7 episodes
Hallucination — 4× in this paper · explained in 3 episodes
Actor — 2× in this paper · explained in 3 episodes
Benchmarking — 2× in this paper · explained in 3 episodes
Consistency — 2× in this paper · explained in 3 episodes
Embeddings — 2× in this paper · explained in 2 episodes
Redundancy — 2× in this paper · explained in 2 episodes
Robustness — 2× in this paper · explained in 5 episodes
Adam — 1× in this paper · explained in 2 episodes
Adversarial Model — 1× in this paper · explained in 1 episode
Alignment — 1× in this paper · explained in 1 episode
Failure Modes — 1× in this paper · explained in 3 episodes
Failure Taxonomy — 1× in this paper · explained in 2 episodes
Grounding — 1× in this paper · explained in 3 episodes
RAG — 1× in this paper · explained in 3 episodes

Sources

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