Latest Articles

Thoughts on statistics, machine learning, and clinical data science.

Jan 27, 2026

Single-cell foundation models are coming – are we ready?

Reflections from the 10x Genomics Single-cell & Spatial Discovery Symposium in Bern

Key takeaways from a panel discussion on AI-grade data, foundation models, and the gap between cutting-edge perturbation models and simpler baselines.

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Dec 8, 2025 Read →

The Great AI Consolidation is coming: European Systemic Risk Report

How a US-dominated AI oligopoly threatens systemic stability — and what Europe must do about it

Jun 13, 2025 Read →

From shadows to forms in biology – the Platonic Representation Hypothesis

How modern AI is helping biologists escape Plato's Cave

Nov 5, 2024 Read →

AUROC in Machine Learning: Bridging Statistical Separability Metrics

Demystifying the gold standard metric of binary classification

Aug 29, 2024 Read →

Accelerating pharmaceutical development — a primer on the promise of adaptive trials

Faster, smarter, and fairer clinical trials through adaptive design

Mar 25, 2024 Read →

A statistical and clinical perspective on multiple hypothesis testing — a necessary evil?

Balancing discovery and false alarms in the age of big data