Scores by kind of claim
Each kind of claim is scored on its own, out of 100: the share that held up, with the range it likely falls in. Fewer resolved claims give a wider range.
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Factual claims
Statements about the present or the past, checked against the record: did they hold up?
79 72 85 -
Predictions
Statements about events outside the person's control, checked once they fell due: did they come true?
80 72 88 -
Promises
Commitments to the person's or organisation's own future action, with something to deliver: was it delivered?
Insufficient record: 1 promise resolved, 5 needed for a score.
All types combined: 79 (likely 74 to 84, high confidence), from 102 claims: 64 factual claims, 38 predictions. It mixes kinds of claim in different proportions for different people, so compare people kind by kind.
Gary Marcus's claims
4 claims
| Verdict | Kind | Said | Claim | Topic |
|---|---|---|---|---|
| Own records only | Factual | 2025 | For 30 years people have told Gary Marcus that abstract reasoning and variable binding will emerge from neural nets. Factual · 2025 | AI capabilities |
| Own records only | Factual | 2025 | Gary Marcus has never personally experienced 99% correct output from AI in any of the things he has tried. Factual · 2025 | AI capabilities |
| Own records only | Factual | 25 Dec 2022 | Marcus knows several people who have tried GPT-4, and all were impressed. Factual · 25 Dec 2022 | AI capabilities |
| Own records only | Factual | 28 Oct 2020 | Marcus spent three months recruiting Rodney Brooks to join his robotics company idea. Factual · 28 Oct 2020 | Their own work or organisation |
“People have been telling me that for 30 years.”
Gary Marcus, in conversation 2025 Dr. Ben Goertzel's Conversation with Dr. Gary Marcus at the World AI Summit 2025 (SingularityNET)
For 30 years people have told Gary Marcus that abstract reasoning and variable binding will emerge from neural nets.
Own records only Only the person's or their organisation's own records speak to it, so it is not scored.
Reasoning
The claim is about what people have said to Marcus personally over 30 years, which only his own records could settle.
Cite this claim
Gary Marcus, “For 30 years people have told Gary Marcus that abstract reasoning and variable binding will emerge from neural nets.” (said 2025). Verdict: own records only. Reliability API, claim c_30fd700e327b, method 0.1.0+c876030c. https://epistacklabs.com/claims/c_30fd700e327b
Claims without a verdict
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