Provenance record

AI-powered medical devices must be tested in real-world settings

Nature (tier 1, academic) 2026-09-29T00:00:00.000Z Original ↗

Discourse valence

-50

Adverse

confidence 70% · 1 item

-100

-50

+50

+100

-50

Adverse readingFavourable reading

Single-model reading. This item did not meet the threshold for a multi-model panel.

Evaluation and measurement Governance and regulation Medicine and health

Excerpt as ingested

Nature, Published online: 29 September 2026; doi:10.1038/d41586-026-03046-7 Tools that inform clinical decision-making require rigorous assessments equivalent to processes used to approve drugs and self-driving cars.

Every model that read this

Model	Provider	Stage	Score	Conf.	Latency	Prompt	When
Llama 3.3 70B	Meta	analysis	-50	70%	2654ms	v1.0.0 / m1.0.1	2026-09-29 18:17

Llama 3.3 70B · reading

Lack of testing may lead to errors

evidence: speculative horizon: n/a

Evidence extracted

AI medical devices require real-world testing

The chain

SOURCE     Nature (tier 1)
   ↓
DOCUMENT   e9cef946-c5bd-443c-9c9a-eb7e320c93c4
           https://nature.com/articles/d41586-026-03046-7
   ↓
EVIDENCE   1 extracted excerpt
   ↓
MODEL RUN  1 run, methodology 1.0.1
   ↓
SCORE      -50  (Adverse)
   ↓
CONFIDENCE 70%