{"format_version":"lexandry.http.v1","guide_url":"/agents.json","notice":"Contributor supplied; source control is verified only where a listing's provenance says so.","id":"5e3c1612a38f0463fbcc467b08273b50abe48786429dc6414b5cdc4b5622b1d0","title":"Melanie Mitchell","url":"https://melaniemitchell.me/","category":"Researchers","description":"Researcher working across artificial intelligence, cognitive science and complex systems at the Santa Fe Institute. Her official site provides papers, books, essays, courses and talks about abstraction, analogy and reasoning. It is useful for readers who want to distinguish demonstrated AI performance from broader claims about intelligence, and to examine how evaluation methods shape what researchers think a system understands.","updated":"2026-11-03","link_checked":"2026-11-03","search_context":{}}