Latest writing
All posts →Voice Models - Press to Talk
A model that can hear and speak still cannot hold a conversation. The hard part is knowing when to start, and being willing to stop.
Voice Models - Writing Down a Concert
Sound has to become a short list of symbols before a language model can speak it. The method that works writes each frame down in eight passes.
Test-Time Compute - Order One More Test
A model can be made better after it is trained, just by letting it answer for longer. Almost all of that gain comes from the thing that checks the answer.
Tokenizers - Out of Sorts
A model's vocabulary is fitted by counting pairs and frozen before training starts, and it decides what the model can spell, add up and charge you.
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...