I gave this talk at the 2026 AI Engineer World’s Fair in San Francisco on 2nd July 2026. (Last year, I spoke at the same conference about building a domain-native LLM application.) Recording ...
Okay, so you’ve been offered equity: 80 thousand options, with a pre-money valuation of $6M, a double trigger clause, a strike price of $0.60 and a 90-day post-termination exercise window. So… Is t...
I gave a talk at the first European AI Engineer conference on 10th April 2026. Recording Slides Downloadable as a PDF here.
With the current rate of AI progress, every AI product builder must confront an uncomfortable question: How should I build my product when my approach could become obsolete with the next model rele...
The emergence of large language models like chatGPT and Claude has fundamentally changed how value can be created in vertical industries using AI. But with this technology comes a new rulebook. Pr...
A popular maxim when building LLM products is to “look at your data”: one of the best ways to understand and improve AI performance is to review your AI outputs. But what if you can’t understand y...
This is a lightning lesson with Jason Liu delivered on 13th August 2025. Recording Slides Downloadable as a PDF here.
This is a guest lecture as part of the AI Evals For Engineers & PMs online course (7th August 2025). Recording (Will be uploaded later - sign up below to be notified.) Slides Download...
Without metrics on performance of your AI product, you’re flying bind. You don’t truly know how your app is doing nor how you could improve it. Performance could drop and you won’t know until your ...
It’s a common scenario: you’ve got an entrepreneurial itch, an idea you’re really excited to build… it’s just, you don’t really know how to build it. Perhaps you’ve worked around products but on t...