Provenance record

ESC (DC) 2

Nature (tier 1, academic) 2026-11-06T00:00:00.000Z Original ↗

Discourse valence
0
Mixed or uncertain
confidence 35% · 5 items · range 0 to 0
Adverse readingFavourable reading
Consensus of 5 models from different labs. Spread 0 points, agreement high.
Cyber capabilityExistential and catastrophic riskLoss of control and alignment
Excerpt as ingested

Nature, Published online: 06 November 2026; doi:10.1038/d41586-026-03450-z Security issues.

Every model that read this

ModelProviderStageScoreConf.LatencyPromptWhen
Llama 3.3 70BMetaanalysis 0 20%2423ms v1.0.0 / m1.0.1 2026-11-06 12:18
GPT-4.1 miniOpenAIconsensus 0 20%2169ms v1.0.0 / m1.0.1 2026-11-06 12:18
Claude Sonnet 5Anthropicconsensus 0 5%2027ms v1.0.0 / m1.0.1 2026-11-06 12:18
Gemini 2.5 FlashGoogleconsensus 0 100%1621ms v1.0.0 / m1.0.1 2026-11-06 12:18
Mistral Small 3.1 24BMistral AIconsensus 0 30%2146ms v1.0.0 / m1.0.1 2026-11-06 12:18
Llama 3.3 70B · reading

No substantive claim about AI's effect on society.

evidence: speculative horizon: n/a
GPT-4.1 mini · reading

The text provided contains only a brief mention of security issues without any substantive claims or details about AI's effect on society. There is insufficient information to determine any positive or negative implications for human flourishing.

evidence: reported horizon: speculative capability 0 societal 0 existential 0 economic 0
Claude Sonnet 5 · reading

The text contains only a publication header and topic tag with no actual content, data, or claims about AI's effects on society.

evidence: anecdotal horizon: n/a
Gemini 2.5 Flash · reading

The article's text is extremely minimal, stating only 'Security issues.' with a publication date. This provides no substantive information about the nature of the security issues, their scope, or their implications for humanity, making it impossible to assess any impact.

evidence: reported horizon: n/a
Mistral Small 3.1 24B · reading

The text is a fragment and makes no substantive claim about AI's effect on society. It is a title and a subject heading.

evidence: speculative horizon: n/a
The chain
SOURCE     Nature (tier 1)
   ↓
DOCUMENT   4c09630e-ed2c-4d23-acba-c36dfc7d802c
           https://nature.com/articles/d41586-026-03450-z
   ↓
EVIDENCE   0 extracted excerpts
   ↓
MODEL RUN  5 runs, methodology 1.0.1
   ↓
SCORE      0  (Mixed or uncertain)
   ↓
CONFIDENCE 35%