LLMs Need External Geometry Simulators to Go Beyond Text Correlation
gerardsans argues that transformers are limited by text-based correlation over frozen corpora and lack causal mechanisms. To surpass this ceiling, models need external grounding such as a geometry simulator relying on deterministic computation rules.
2026-10-15 ~ 2026-10-15 · 2 related posts
- Beyond text correlation: attaching a geometry simulator to ground model reasoning — gerardsans · 2026-10-15
- Transformers' correlation ceiling: external grounding for the missing causal mechanism — gerardsans · 2026-10-15