Theme: causal-representation-learning

Large Language Models as Statistical Optimisers

2026-05-18

llm-reasoning benchmarks-eval ai-architecture causal-representation-learning epistemology-of-ai

To what extent do Large Language Models (LLMs) optimise strictly for linguistic form and statistical token distribution rather than constructing internal, invariant causal models of reality?