Gary Marcus Rejects Misrepresentations of His AI Scaling Predictions
The case against me below is completely intellectually dishonest, filled with lies and misrepresentations, wrong about almost literally everything it says—a textbook example of propaganda:
- I didn’t say scaling laws didn’t work ever; I said that pure scaling would reach a point if diminishing returns (it did) - I didn’t say AI progress in general would have diminishing returns; I said pure scaling would (it did; neurosymbolic tools and harness are doing a lot for the work now, as I said they would) - I didn’t say deep learning would hit a dead end forever; i said it would need to encompass new mechanisms such as neurosymbolic AI (it did) - I didn’t say models would never improve; i said GPT-5 wouldn’t arrive in 2024 (it didn’t) - I never said LLMs aren’t any good (I have often pointed to reasonable use cases like coding) - Only part that is partly true is that O signed the pause letter, but as I noted publicly at the time it was because I thought we should have more research on AI safety (still do).
(If you care about fair play and seeking truth, I hope you would consider retweeting this.)

you can destroy a person’s simply by lying about them.
that is what OpenAI is trying do to me.
ask yourself why
The case against me below is completely intellectually dishonest, filled with lies and misrepresentations, wrong about almost literally everything it says, and a textbook example of propaganda: - I didn’t say scaling laws didn’t work ever; I said that pure scaling would reach a point if diminishing returns (it did) - I didn’t say AI progress in general would have diminishing returns; I said pure scaling would (it did; neurosymbolic tools and harness are doing a lot for the work now, as I said they would) - I didn’t say deep learning would hit a dead end forever; i said it would need to encompass new mechanisms such as neurosymbolic AI (it did) - I didn’t say models would never improve; i said GPT-5 wouldn’t arrive in 2024 (it didn’t) - I never said LLMs aren’t any good (I have often pointed to reasonable use cases like coding) - Only part that is partly true is that O signed the pause letter, but as I noted publicly at the time it was because I thought we should have more research on AI safety (still do). (If you care about fair play and seeking truth, I hope you would consider retweeting this.)