AI Internship — Vault Wiki Log

2026-07-03 — Session 4 (This Session)

Ingested / created:

Simplified Competitor Teardown - Abridge (reformatted + validated + footnotes + backlinks)
Simplified Competitor Teardown - Abridge validated against primary sources; two minor corrections: ~ $800 M (n o t$ 808M) and KUMC % methodology note added
Concept pages: KUMC, JAMA Network Open, ASR, WER, JAMIA Open, Epic, Cerner and athenahealth, SMART-on-FHIR, KLAS, Dot-Phrase, UPDRS, EDSS, MIDAS, Mini-Z Burnout Scale, IDN

Validation findings:

All major claims in the teardown verified against primary sources
~ $800 M f u n d in g t o t a l co n f i r m e d v s$ 808M (FierceHealthcare primary source uses ~$800M)
KUMC percentages are post-implementation survey responses, not pre/post comparisons — methodology caveat documented

Rebuilt AI Internship/ vault from scratch — neurology-only scope. All gastro/GI content removed. No gastro references anywhere in the vault.

Ingested:

Competitor Teardown - Abridge (validated, full 30,283 chars)
Source - Trelis Medical ASR Benchmarks (3 custom datasets on HuggingFace, 16-model results)
Entity - Abridge (updated with Trelis ASR benchmark data)
Concept - AI Evaluation in Healthcare (updated with CER metric from Trelis)
Index and wiki-log rebuilt for the new vault

Initial vault creation. Scope: AI in neurology, AI medical scribes, competitor landscape.

Related Pages

📄 Vault Hub · Abridge Teardown · ASR · Epic

description	Chronological record of all vault content and changes for the AI Internship research vault.
tags	ai-internship, neurology, capstone, log