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Long-form, opinativos, escritos sobretudo pela equipa — por vezes por membros piloto. Publicamos às terças. Sem barulho de newsletter; subscreva apenas se quiser.
The transfer window is broken — and the tools made it worse
Why a market with €7B annual flow still runs on Excel, WhatsApp, and gut feel. And what changes when the data layer catches up.
Scout Atlas Founders
Ler artigoHow we measure “stylistic fit” without overfitting nostalgia
Match clusters players by behaviour, not biography. The math behind why “a left-back like Marcelo” is a useful comparison and how we keep it honest.
Match Engine team
Ler artigoAgents as network, not noise
Why filtering agents out is the lazy answer — and what changes when you verify the integrity ones and price out the unverified middle.
Scout Atlas Founders
Ler artigoWhy Shield is intentionally conservative
In injury prediction, false negatives are catastrophic and false positives are cheap. We tuned the model accordingly — and the rationale is in the math.
Shield team
Ler artigoWhat it costs to scout 90 minutes in three
A walkthrough of the Vision pipeline’s GPU economics and why the right cost target is "less than a coffee per match", not "free".
Vision team
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