Blog

Thinking

Short essays on marketplace design, applied AI systems, evaluation, and the practical edges where models meet products.

Marketplace AI

Don'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.

July 2026 Marketplace Design

What Matching Is Not in Two-Sided Marketplaces

Why matching is more than search, ranking, personalisation, allocation, or AI.

July 2026