Large Language Models as Statistical Optimisers
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?
Formalising Popper's Falsifiability as a Mathematical Criterion for…
How can Karl Popper's criterion of demarcation and falsifiability be mathematically formalised to distinguish between a model that explains a physical mechanism and one that merely interpolates observ…