Alfred Harwood

Proof Ex­plained: Touchette-Lloyd Theorem

How much in­for­ma­tion does an op­ti­mal policy con­tain about its en­vi­ron­ment?

Small Steps Towards Prov­ing Stochas­tic → Deter­minis­tic Nat­u­ral Latent

When bits of op­ti­miza­tion im­ply bits of mod­el­ing: the Touchette-Lloyd theorem

Alfred Har­wood’s Shortform

Ap­ply for the 2025 Dove­tail fellowship

Seven ways to Im­prove the In­ter­nal Model Principle

The In­ter­nal Model Prin­ci­ple: A Straight­for­ward Ex­pla­na­tion

Towards build­ing blocks of ontologies

Rul­ing Out Lookup Tables

A Gen­er­al­iza­tion of the Good Reg­u­la­tor Theorem

A Straight­for­ward Ex­pla­na­tion of the Good Reg­u­la­tor Theorem

Ab­strac­tions are not Natural