Snapshot · 08 Nov

Published snapshot: · Checking for updates…

Shared ranking window · 7 days

Every AI system we track, and what people are saying about it

Compare the reactions to each model family and company. Lower scores mean more trust; higher scores mean more concern. This reflects the posts and news we collected, not how well a model performs.

Source posts are classified by TypeSafe Jev; published scores and ordering come from the same transparent formula for every model.

Overall index

54.1

neutral

Models tracked

6

ranked separately from labs

Labs tracked

3

not a total of their products

No single theme

8

of 9 — the four fears are evenly split

All of them, side by side

Models and labs are listed together here for scanning only. They are ranked separately below, because a product and the company that ships it are not competitors: what is said about the product is also part of what is said about the company.

#EntityIndexReadingDiscussed asFear / trustSample
1OpenAIlab51.6Neutralno single theme15 / 5198
2Anthropiclab51.2Neutralno single theme11 / 4263
3Grokmodel51.1Neutralno single theme19 / 377
4ChatGPT / GPTmodel50.8NeutralDeepfakes & deception13 / 9295
5xAIlab50.8Neutralno single theme22 / 128
6Claudemodel50.5Neutralno single theme14 / 11196
7Geminimodel50.3Neutralno single theme11 / 788
8DeepSeekmodel49.6Neutralno single theme7 / 1631
9Qwenmodel49.5Neutralno single theme7 / 1448

Models & products

6 ranked
1Model

Grok

51.1Neutral

Discussed mainly as no single theme (lead 4.5 pts)

fear mass 19.1%trust mass 3.2%polarisation 29n = 77
2Model

ChatGPT / GPT

50.8Neutral

Discussed mainly asDeepfakes & deception

fear mass 13.0%trust mass 9.1%polarisation 83n = 295
3Model

Claude

50.5Neutral

Discussed mainly as no single theme (lead 0.2 pts)

fear mass 14.2%trust mass 10.7%polarisation 86n = 196
4Model

Gemini

50.3Neutral

Discussed mainly as no single theme (lead 0.7 pts)

fear mass 10.6%trust mass 7.2%polarisation 81n = 88
5Model

DeepSeek

49.6Neutral

Discussed mainly as no single theme (lead 0.0 pts)

fear mass 7.3%trust mass 15.9%polarisation 63n = 31
6Model

Qwen

49.5Neutral

Discussed mainly as no single theme (lead 3.3 pts)

fear mass 6.9%trust mass 14.3%polarisation 65n = 48

Companies & labs

3 ranked
1Lab

OpenAI

51.6Neutral

Discussed mainly as no single theme (lead 1.4 pts)

fear mass 14.6%trust mass 4.6%polarisation 48n = 198
2Lab

Anthropic

51.2Neutral

Discussed mainly as no single theme (lead 2.5 pts)

fear mass 10.8%trust mass 4.2%polarisation 56n = 263
3Lab

xAI

50.8Neutral

Discussed mainly as no single theme (lead 5.0 pts)

fear mass 22.3%trust mass 0.7%polarisation 7n = 28

The four things people are afraid of

Every entity above is scored against these four. When no single one leads by more than the sampling error, the entity is marked as having no single theme rather than being given the largest of four near-equal shares.

Existential risk52.7

n = 18

Jobs & economy53.1

n = 35

Deepfakes & deception51.0

n = 14

Privacy & data51.7

n = 15

Every figure here is a measurement of discourse, not an assessment of a product. Read how it is calculated , or open the full dashboard for the charts, the confidence intervals and the source mix.