Gary Marcus Endorses That Deep Learning is Hitting a Wall as Reasoning Loops Shift

GaryMarcus · x · 2026-08-03

Prominent AI scholar Gary Marcus retweeted a comment supporting his view that deep learning is hitting a wall. The original tweet argued that the harnesses and reasoning loops used in current AI systems are now qualitatively quite different from classic deep learning methods.

This discussion stems from a tweet by Anthropic co-founder Amanda Askell, who urged kindness toward those who believe deep learning is plateauing, noting that everyone needs a little hope. It highlights the ongoing industry debate over whether model scaling laws are slowing down.

Related event: Gary Marcus and Developers Clash Over LLMs vs. Neurosymbolic AI(19 posts)→

Original post →

More from AGI Musings

AGI Musings channel →