Provenance record

Will AI grant reviews make science more conservative?

Nature (tier 1, academic) 2026-11-03T00:00:00.000Z 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 Scientific acceleration

Excerpt as ingested

Nature, Published online: 03 November 2026; doi:10.1038/d41586-026-03340-4 Researchers are questioning whether outsourcing decisions about research funding to artificial intelligence will reduce scientific novelty.

Every model that read this

Model	Provider	Stage	Score	Conf.	Latency	Prompt	When
Llama 3.3 70B	Meta	analysis	-50	70%	2655ms	v1.0.0 / m1.0.1	2026-11-03 12:18

Llama 3.3 70B · reading

AI grant reviews may reduce scientific novelty

evidence: speculative horizon: n/a

Evidence extracted

AI will make grant reviews

The chain

SOURCE     Nature (tier 1)
   ↓
DOCUMENT   0860d3ab-a7e9-433f-ae66-2c088b2ed160
           https://nature.com/articles/d41586-026-03340-4
   ↓
EVIDENCE   1 extracted excerpt
   ↓
MODEL RUN  1 run, methodology 1.0.1
   ↓
SCORE      -50  (Adverse)
   ↓
CONFIDENCE 70%