Job Overview
Location
Remote
Job Type
Full-time
Category
Data Science
Date Posted
July 21, 2026
Full Job Description
đź“‹ Description
- • We’re launching the Crosby Intelligence Fellowship, a program to accelerate research on frontier problems in legal AI and automated negotiation.
- • Two selected Fellows will split $50,000 in grants and $25,000 in Codex credits to pursue individual, focused research projects.
- • Contracts underpin every economic transaction. They are the rails of commerce. Yet negotiating them is still slow, expensive, and opaque.
- • AI has made its fastest progress in domains with verifiable answers: math, code, games like chess and Go. Legal negotiation is different. There is rarely a single right move — the information is incomplete, much of what matters goes unsaid, and the best play depends on who is across the table.
- • Great attorneys read the other side, weigh what they will accept, and judge when to press, when to concede, and when to hold firm under uncertainty.
- • They anticipate how a counterparty will respond, and adjust as the hand unfolds.
- • In order for legal AI to progress, the industry needs to get better at empiricism — measuring and defining quality rigorously while preserving the judgment that is central to great legal work.
- • These challenges make legal AI the next research frontier, and the hardest problems won’t be solved by any one team.
- • We want to engage the research community to solve them with us.
- • By the end of the program, we aim for every Fellow to have produced a published paper, benchmark, or open-source artifact.
- • The problems outlined below are loose guidance. We encourage you to propose your own ideas if they are at the frontier of legal AI and align with your research.
- • Reward models under expert disagreement. In code, you can verify the answer. In legal work, two senior attorneys redlining the same clause will often disagree, and both versions can be defensible.
- • High-fidelity negotiation simulation. Great redlines anticipate the counterparty's response, so great lawyers will rehearse against simulated counterparties.
- • The Surgical Editing Benchmark. A senior attorney reshapes an entire deal by changing a single word, while an LLM haphazardly rewrites the entire paragraph.
- • Knowing when to hand off to a human. The bar for verifying legal work is exceedingly high, and verification is expensive.
- • Bring your own problem. If you're working on something else in legal AI, contract intelligence, or automated negotiation, we'd love to see it.
🎯 Requirements
- • A strong background in machine learning or NLP.
- • Ability to execute a research project independently while incorporating feedback.
- • Excitement about problems where ground truth is messy and the data is confidential.
🏖️ Benefits
- • Unlimited PTO.
- • Lunch & dinner in the office every day.
- • Medical insurance (multiple plan options through Anthem & Cigna).
- • HSA or FSA, depending on your plan choice.
- • Dental insurance.
- • Vision insurance.
- • One Medical membership.
- • 401(k) match.
- • In-office desk setup stipend.
Skills & Technologies
See exactly how your profile matches this role — strengths, skill gaps, and what to do about them.
About The Crosby Group LLC
Global manufacturer of lifting, rigging and material-handling hardware including shackles, hooks, blocks, sheaves and load-monitoring technology. Serves energy, construction, maritime and industrial markets through distributors in over 40 countries. Offers technical training, engineering support and digital verification systems to enhance safety and productivity in critical load applications.
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