Latest writing
All posts →Solving Chess - Paths, Nodes and the Proof Nobody Has
Musk and Chess.com were counting different things. Solving chess was never about the tree's size, but about proving which branches you can skip.
LeJEPA - Good in Every Direction
Five years of self-supervised learning ran on superstition. LeJEPA replaces the EMA teacher, the stop-gradient and the rest with one provable term.
JEPA - Nobody Cares About the Wallpaper
On the cover: A police sketch in progress, drawn from a description rather than a photograph A witness sits down across the table. She was in the room. You want t...
VLAs - Pixels to Tokens
VLAs - Pixels to Actions On the cover: perception, solved. Grasping, still two euros a go. Moravec’s paradox in an arcade, and the reason the honest-cons section ...
Selected projects
All projects →Legal Research Assistant
On the cover: Legal Research Assistant Platform This project was delivered for MiAI.law, an Australian legal technology firm, to build a modern AI-driven system f...
AI-Driven Quantitative Risk Analysis
On the cover: Digitized Process Flow Diagram (PFD) with highlighted Elementary Process Sections (EPS) and graph This work was conducted at Saudi Aramco. The proje...