Small studies, real data.

Each lab takes one public dataset and works it until it tells the truth: reproducible pipelines, invariants that abort loudly, and the failures published next to the findings.

Labs · 01Earth observation

The fire you can't unsee

The La Mierla wildfire through Landsat's thermal eye: in optical it's a stain you'd mistake for shadow; in thermal it's a 17σ anomaly with a scar still at 60 °C after control.

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Labs · 02Urban data

The tide you can ride

A year of Barcelona's Bicing, snapshot by snapshot: the daily tide of bikes draining downhill, the trucks that push back at 1 AM, and a predictor whose failures are published.

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0

network requests after the model loads

Labs · 03On-device AI

The tag that never phones home

A garment classifier that runs entirely in your browser: drop a photo of a shirt, watch it label itself, and watch the network counter stay at zero. 85% top-1 on 59 real wardrobe photos, misses published.

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23:00 → 13:00

when the cheap hours moved

Labs · 04Energy data

The washing-machine hour

Two years of Spain's hourly electricity tariff: the solar valley that flipped the cheap hours to midday, and a rule that fits on a post-it, backtested against perfect information.

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