Latest writing
All posts →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 ...
VLMs - Pixels to Tokens
On the cover: Pieter Bruegel the Elder, “The Tower of Babel” (1563). Everyone on the site is competent and none of them are mutually intelligible, which is precis...
ViT - Pixels to Tokens
On the cover: “Blind monks examining an elephant” (Hanabusa Itchō, 1888). Each monk has hold of exactly one patch, and the animal only shows up once you combine t...
Cross Entropy Loss
On the cover: A weather forecasting stone meme Imagine you live, work and vacation in three different cities. In City A (home), it is sunny every single day. No c...
MoE - Is Attention All You Really Need?
On the cover: A bunch of different robots who are expert at different tasks It’s been 8 years since the landmark paper “Attention is all you need” was published. ...
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...