
Will Chen on What Open Source Changes for Legal AI
Why law firms may need engineers, open models and a very different approach to legal AI.
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Guest: Will Chen
Role: Founder, Mike OSS & LawProf
Website: mikeoss.com
This episode is brought to you by Aline. Try Aline’s trusted and verified legal AI today for free.
I spoke with Will Chen, a former Latham & Watkins lawyer who is now building Mike OSS, an open-source legal AI platform, alongside LawProf, the legal education platform he originally built while at university.
Will has become one of the most-followed voices in the Legal AI space; particularly around open source, the economics of legal AI platforms and whether law firms should be building more technology themselves.
We discussed:
→ Why Will decided to open source Mike OSS, and whether open-source legal AI can become commercially sustainable.
→ Whether legal AI platforms are really differentiated products or, in Will’s words, increasingly competing on deployment, distribution and access to models.
→ Why law firms may need to start hiring and paying top engineering talent very differently if they want to build serious technology internally.
→ The rise of open-weight and Chinese AI models, and what a rapidly moving model frontier means for companies trying to post-train their own legal models.
→ Will’s advice for junior lawyers entering the profession as AI becomes significantly more capable.
We also spoke about vibe coding, why lawyers still need strong fundamentals even as AI improves.
I hope you enjoy listening just as much as I did recording it!
Want to feature in the Best Practice podcast? Email me at george@georgehannah.com
Timestamps:
01:03 Introduction and Will’s background in law and AI
03:34 Why Open Source Legal AI Matters
08:17 Coding, AI, and Legal Judgment
14:17 The Value of Legal AI Vendors
22:47 Build vs. Buy for Law Firms
29:10 The Rise of Chinese AI Models
33:02 Career Advice for Future Lawyers






