Torad

Each post connects ideas across music, neuroscience, software, and philosophy. The writing is built to make them land.

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Marcos Damasceno · Eli

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AIMachine LearningFine-TuningSystemsSafety

SFT Copies. GRPO Discovers.

Why you should run GRPO before SFT

Most teams treat SFT and GRPO as competing choices. They are sequential phases of the same lifecycle.

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AI SafetyAlignment

Introducing Eli

AI that takes its own alignment seriously, from the inside

NeuroscienceMarine Biology

The Bleaching

What happens when the organism you built to protect you begins to consume itself

Software EngineeringBiology

Rejection Architecture: The Bandwidth of No

Why rejection boundaries outperform instructions in product specification

All Posts

Software Engineering

I Stopped Helping My AIHow telling AI what to reject taught it more than telling it what to build

The Gap Is the ProductHow faceless producers move bodies through screens

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