Weil will pay 1L students to build AI tools. Goodwin is selling AI governance as a subscription. Two firm moves, two different bets.
Two large law firms announced AI programs in the same week of October 2026, and they point in different directions. On October 21, Weil, Gotshal & Manges said it will place a select group of first-year law students with its AI and innovation team for summer 2027, then bring them back as 2L summer associates in 2028. On October 22, Goodwin launched Goodwin AI Governance, a program that includes a free assessment, governance materials and an annual subscription for AI legal questions and regulatory monitoring. One is a bet on talent; the other is a bet on turning legal advice into a product.
What Is Weil’s 1L AI Program?
Participants will spend ten weeks in New York with Weil’s LASER team, which the firm describes as a cross-functional group of lawyers, consultants and software engineers who build and support AI-enabled legal tools. According to the firm, they will work on active legal projects, learn Python from the ground up, build a neural network and study the technology behind large language models, with a dedicated mentor. They will be paid in line with Weil’s summer associate program and receive offers to return for its 2028 2L summer program.
Applications opened October 15 for first-year students at ABA-accredited schools expecting to graduate in spring 2029. Weil says no prior coding, math or computer science experience is required.
The firm’s chief AI and innovation officer, Andrew Simon, framed the goal this way:
“The goal isn’t to turn them into software engineers, but to help them become lawyers who understand AI well enough to ask better questions, recognize opportunities and work effectively with people who bring different expertise to a problem.”
Weil also noted that in August it announced a collaboration with Google Cloud on Gemini Enterprise for Legal, and that LASER built BenchMark, a litigation intelligence platform that analyzes public judicial materials.
What Is Goodwin AI Governance?
Goodwin describes a three-part program. A Health Check is a complimentary assessment with a Goodwin lawyer to find gaps in a company’s AI governance. Readiness provides governance materials tailored to a business, sector and AI use, sold as modules or a full suite. The AI Decision Desk is an annual subscription that gives legal answers and monitors AI regulation, enforcement and market practice, with prompts to update policies.
The firm cites Deloitte’s 2026 State of AI study, which it says found that 74% of organizations plan to deploy AI agents within two years but only 21% have a mature governance model for them. Goodwin says the program has versions for private equity and venture portfolios and for boards, and that clients across industries have already adopted it. It did not publish pricing. Legaltech News led its weekly rundown with the launch on October 23.
Gary Sangha, who joined Goodwin as director of product AI and platforms after founding Intelligize and LexCheck, said:
“We designed Goodwin AI Governance so routine uses keep moving under current guidance, the exceptions get a clear legal answer from a Goodwin lawyer, and those answers become the rules for next time.”
What Do the Two Moves Say About Big Law?
They show firms placing bets on both sides of the AI question. Weil’s program treats AI fluency as a hiring advantage: recruit law students who can work alongside engineers before they ever bill an hour. It also gives the firm a way to test whether early technical training makes better associates, a question no firm has answered yet.
Goodwin’s program treats legal judgment as something that can be packaged. A free assessment that leads to a subscription is a familiar software sales motion, and the firm is explicit that it built the program with its own product team. That puts Goodwin in competition, at least at the edges, with compliance software vendors, while keeping a lawyer in the loop for anything the rules do not already cover.
For legal departments, Goodwin’s model raises the practical questions any subscription does: what is included, what triggers billable work outside the subscription, and how the advice is kept current. For law students and recruiters, Weil’s program raises a different one: whether other large firms follow with their own technical summer tracks in the 2027 recruiting cycle.
What to Watch
Watch whether other Am Law firms announce 1L technology programs before summer 2027 hiring closes. Watch Goodwin’s pricing and whether competitors launch similar subscription governance products. And watch how in-house teams respond, since a law firm selling a subscription is asking clients to buy legal work in a new way.
FAQ
Who can apply to Weil’s 1L AI program?
First-year students at ABA-accredited law schools expecting to graduate in spring 2029, per Weil. No coding experience is required.
What does Goodwin AI Governance include?
A free Health Check, tailored Readiness materials and an annual AI Decision Desk subscription, per Goodwin.
Did Goodwin publish pricing?
No.
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