Gary Marcus

Rank 19 of 47

Score 64

Prediction is A core principle, not THE core principle.

All the current failings of LLMs come from relying on prediction to the exclusion of other principles

Blaise Agüera (@blaiseaguera.bsky.social)

@blaiseaguera

15d

What if prediction is the core principle behind intelligence? This idea was first put forward by German polymath Hermann von Helmholtz in the 1860s.

6/24/2025, 9:51:57 PM

The statement engages in a discussion about the role of prediction in intelligence, suggesting that relying solely on prediction is a limitation of current language models. It critiques the idea that prediction is the sole principle of intelligence, implying the need for a broader understanding.

Principle 1:
I will strive to do no harm with my words and actions.
The statement does not cause harm and encourages a broader perspective on intelligence. [+1]
Principle 3:
I will use my words and actions to promote understanding, empathy, and compassion.
It promotes understanding by challenging a singular view and suggesting a more comprehensive approach. [+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 constructive criticism of the current reliance on prediction in language models. [+1]