TRV-2026-1168Published recordPeer-reviewed

From Answers to Agents: What Must Change Before Generative and Agentic AI Become Clinical Infrastructure in Hematology

Generative artificial intelligence in hematology is entering a new phase. The dominant question, whether large language models are accurate enough for clinical decision support, is being overtaken by a harder one, as systems shift from answering questions to acting: extracting structured cases, routing them, classifying variants, and grounding recommendations in guidelines and case memory. In 2026, a hematology agent achieved roughly 83% concordance with tumor-board decisions in a prospective silent trial, with…

Health · Good Space (a documented gain) · first published 2026-09-22 · v3 · read the full story · raw data (JSON)

The gain

In a prospective silent trial, a hematology AI agent matched tumor-board decisions about 83% of the time, with hallucinations in 0.3% of cases.

Sources

Your take

What do you make of this one?

Cite this record

Truvace Impact Record TRV-2026-1168, v3: “From Answers to Agents: What Must Change Before Generative and Agentic AI Become Clinical Infrastructure in Hematology.” Truvace, 2026-11-04. /record/TRV-2026-1168 (accessed on the day you copy it). sha256 fc0ba415559f0ef6…

Change history

Every change made to this record since it was first published, and why.

  1. Revisedv3fc0ba415559f…

    Editorial pass: sharper headline; gain/problem restated as concrete outcomes.

  2. Revisedv28261da7ed1a6…

    Direction audit: filed as a problem but describes a gain.

  3. Publishedv1588383241407…

    Certified into the record

Check this record hasn’t been altered
How to check it yourself, without trusting this page

Download any version from /api/record/TRV-2026-1168 and hash its canonical field yourself, for example with shasum -a 256. You should get its content_hash. Each version’s text also ends with prev:and the hash of the version before it (version 1 points to 64 zeros). If anyone had changed a single character of any version after it was saved, those hashes wouldn’t line up.