Blog
Thinking
Short essays on marketplace design, applied AI systems, evaluation, and the practical edges where models meet products.
The Annoying Problem of Measuring AI Value
Why proving the business value of AI requires more than model metrics, feature engagement, and a confident demo.
Marketplace AIDon't Hide Marketplace Problems in a Model
How to use AI for prediction, ranking, operations, trust, pricing, support, and liquidity without mistaking prediction for strategy.
Marketplace DesignWhat Matching Is Not in Two-Sided Marketplaces
Why matching is more than search, ranking, personalisation, allocation, or AI.