
Jacob HiltonResearcher
Alignment Research Center
VP of Research
via Alignment Research Center
Researcher
Researcher at Alignment Research Center
Robinson brings advanced mathematics to AI alignment. At ARC he studies mechanistic estimation: predicting how neural networks behave by analyzing their weights rather than relying only on repeated trial runs, with the aim of spotting failures and understanding behavior outside familiar data.
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Alignment Research CenterWork and education history is primarily focused on AI-relevant roles and may not be comprehensive.
Last editorial review: August 9, 2026