Research

2 articles

AI Coding Agents & DX • Sep 23, 2026

How to Build an Autonomous Cryptanalysis Agent: The Enigma Case

How to build an autonomous cryptanalysis agent: the AI that broke a 1941 Enigma cipher unsolved since 2005, using a crib it found itself.

9 min read

AI Engineering • Aug 2, 2026

Explorative Modeling: Train on the Best of K Guesses

Explorative modeling factors the training loop instead of generation: sample K guesses, train only on the best. 4.1x FLOP efficiency, 1.43 FID on ImageNet.

8 min read