Long-form writing

Blog

Here we collect deeper writing on Formlines, the models, the live products and how we actually build the systems behind V85Modellen.

Latest articles

Published articles, sorted newest first.

Opinion Machine Learning

Bruce Lee, Tesla and Trav

What Tesla dropping LiDAR, Bruce Lee's training philosophy and Swedish harness racing have in common, and what it means for prediction models.

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Formlines Technology

Formlines 2.0: why we rebuilt the entire engine

Why understanding the relationships inside a field required a new engine, confidence layers and clearer network signals.

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In development

Topics we are working on. These articles have not yet been published.

Live Product

Why we built Live Results as its own product

How the live feed became a standalone public surface, why it updates separately and where we want to take it over time.

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Performance Transparency

How we think about hit rates, near misses and real follow-up

Why we present results the way we do, what is signal and what is noise, and how performance follow-up stays useful.

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