Provenance record

Is this idea from AI or humans? A detector claims it can tell

Nature (tier 1, academic) 2026-10-13T00:00:00.000Z Original ↗

Discourse valence

Mixed or uncertain

confidence 80% · 1 item

-100

-50

+50

+100

Adverse readingFavourable reading

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

Cyber capability Existential and catastrophic risk Loss of control and alignment

Excerpt as ingested

Nature, Published online: 13 October 2026; doi:10.1038/d41586-026-03247-0 A tool called IdeaLens helps to judge whether concepts — rather than just writing — in scientific papers are AI-generated.

Every model that read this

Model	Provider	Stage	Score	Conf.	Latency	Prompt	When
Llama 3.3 70B	Meta	analysis	0	80%	2740ms	v1.0.0 / m1.0.1	2026-10-13 15:33

Llama 3.3 70B · reading

IdeaLens detects AI-generated concepts, but implications unclear.

evidence: speculative horizon: n/a

Evidence extracted

IdeaLens helps judge whether concepts in scientific papers are AI-generated

The chain

SOURCE     Nature (tier 1)
   ↓
DOCUMENT   854812ee-7490-480e-9369-5cc1e3b162c7
           https://nature.com/articles/d41586-026-03247-0
   ↓
EVIDENCE   1 extracted excerpt
   ↓
MODEL RUN  1 run, methodology 1.0.1
   ↓
SCORE      0  (Mixed or uncertain)
   ↓
CONFIDENCE 80%