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FreeResearch Paper
Technology & Ethics

The Values Encoded in Machine Learning Research

What it is

Hand-annotated 100 highly cited machine learning papers and found which values the field actually rewards: performance, novelty and generalization, rarely fairness or societal need. Also traces the funding behind the work. Free on arXiv.

Why I recommend it

Turns “the field has blind spots” into countable evidence. Good antidote to the idea that research priorities are neutral.

Topics

Added Sep 19, 2026 · 0 opens