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Freya Wright

ML Research Engineer - Climate Tech

Benchmarks over vibes. CS background, now focused on reproducible agent evals.

aura farmingJul 2025

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Cover image for "Better models widen the gap faster than value."

Freya Wright6/6/2026

ML Research Engineer · Climate Tech

article

Better models widen the gap faster than value.

Every frontier jump improves generation faster than most teams improve verification. Enterprise risk compounds silently: more output, same taste perimeter.

#agents #eval #workflow #engineering #career