Gary Marcus

Rank 18 of 47

Score 64

Reposted by Gary Marcus

Also people should bare in mind that these API endpoints, not actually a single model, are no longer purely deep learning (DL) based.

They most likely have a ton of engineered scaffolding code to hold them together under the hood.

Gary Marcus

@GaryMarcus

213d

Three o3 predictions:
– People will initially be amazed
- Once they dive in, they will see that it is not reliable
- It will work best in closed-domains (like math problems) but less reliably in open-ended domains (like everyday reasoning about the real world).

12/20/2024, 3:17:36 PM

The statement engages in a technical discussion about the nature of API endpoints and their underlying technology, referencing a conversation about the reliability and application of AI models. It addresses public concerns about AI technology, making it part of public discourse.

Principle 1:
I will strive to do no harm with my words and actions.
The statement does not use harmful language and focuses on providing a technical perspective, aligning with the principle of doing no harm. [+1]
Principle 3:
I will use my words and actions to promote understanding, empathy, and compassion.
The statement aims to promote understanding by explaining the complexity behind AI models, aligning with the principle of promoting understanding and empathy. [+1]
Principle 4:
I will engage in constructive criticism and dialogue with those in disagreement and will not engage in personal attacks or ad hominem arguments.
The statement engages in a constructive manner by discussing technical aspects without resorting to personal attacks, aligning with the principle of constructive criticism. [+1]