Neuro-Symbolic AI. Mathematical Ontologies. Reasoning, Verification & Trust. Expanding Computational Capabilities, Pattern Generation & Predictive Models.

Princeton, NJ
Joined June 2012
Harvey's grader work is the most interesting legal AI publication of the month, and not for the reason it was written. That and the other Legal AI bets made this month by Legora, Latham, and Morgan & Morgan. Check it out.
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I have filed 16 corrections to legal AI benchmarks, skills and templates published by Harvey, LegalQuants, Anthropic, General Legal, Thomson Reuters and Crosby Legal, and started a public register to track them. github.com/1331labs/legal-ai… View article
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Good evals writeup from Crosby. The gap: nothing in the pipeline stands for what a clause does (who owes what to whom, which conditions, which defined terms). Without that object, 55% attorney disagreement reads as subjectivity. Most of it is wording and hygiene a diff resolves... @aveekdg
Designing evals for contract review is one of the most complex technical problems I’ve encountered. Ten great lawyers will redline the same contract ten different ways. How do you tell an agent what good looks like? We've cracked some big parts of the puzzle and are finally ready to share.
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Just checking in with myself. #legalai
AI is to lawyers as Law and Order is to lay persons. #legaltech
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time is not an accident of entropy
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Philosophy is the last discipline worth studying in the AI age. 1. For the first time in history the interface with technology is semantic not numeric. That gives masters of language incredible power. 2. AGI is the end of techne, the end of instrumentality. Yet philosophy is the only discipline that's non-instrumental. I could care less who discovers the cure for cancer, but at the end of the day I need to decide what is the good life. AGI can't replace that because I need to be the one making the decision.
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In Frank We Trust #umass @coachFMartin
Replying to @JoeTipton
Cohen on his commitment to UMass: “I chose UMass because of the vision Frank Martin has for this program. We want to turn this ship around and bring this program to the NCAA tournament. I was truly blessed to meet a pleather of unbelievable coaches throughout this process, but I found my second home at the University of Massachusetts.”
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Right in Hoboken
Replying to @TauhidChappell
Love what Big Al is building
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Lucky to have you coach
Just how lucky I am to be the head basketball coach at #TheFlagship @UMassAmherst
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