Posts for year 2026
- Behaviour-based evaluations in Bayesian optimization
- Rebranding BO away from "black-box" and towards "model-based"
- Clarifying noise vs model misspecification in Gaussian Process models (and its importance in BO)
- Tyler Cowen's book on talent
- We are underselling the modularity of Bayesian optimization
- Why I don't care about toy benchmarks in BO
- We have forgotten about utility functions in BO (whoops!)
- My model-centric view of Bayesian optimization
- Predictions for ML/AI in 2026 (and 2025 predictions re-visited).
- New Year's Resolutions for 2026 (and scoring 2025 resolutions)
- Some odd requests I've received to put links on my website.