Marta Borrajo

AI Scientist, anyformat

Marta is an AI Scientist at anyformat. She works on the reliability framework behind the platform: confidence scoring, per-model and per-task calibration, and the labeled benchmarks used to validate that a confidence score means what it says. She writes about turning model uncertainty signals into calibrated probabilities that production systems can act on.

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From Signals to Calibrated Confidence: The Evolution of anyformat's Reliability Framework
July 16, 2026· How anyformat evolved from raw model signals to fully calibrated confidence scores, so that a 90% confidence prediction is correct roughly 90% of the time. A deep dive into per-model calibration, labeled data, and turning uncertainty into a decision-making tool for production systems.

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