84 karma · joined July 12, 2023
I wonder if there is any empirical analysis of what has historically funded/supported scientific work (private funding vs. academic systems).
I also wonder whether a lone genius in it for the "love of the game" could make much progress in cutting edge science nowadays, given the cost of experiments and the specialization of fields.
Really interesting food for thought.
Further, Wittgenstein disavowed Tractatus as a failed project and completely revised his approach to philosophy. His most important and influential works came afterwards.
Do you think LLMs have meaningfully greater capabilities than existing tools (like Kira)?
I take your point on low stakes contracts vs. sophisticated work. There has been automation at the "low end" of the legal totem pole for a while. I recall even ten years ago banks were able to replace attorneys with automations for standard form contracts. Perhaps this is the next step on that front.
I agree that rewriting existing contracts is more useful than generating new ones--that is what most attorneys do. That said, I haven't been very impressed by the drafting capabilities of the LLM legal tools I have seen. They tend to replicate instructions almost word for word (plain English) rather than draw upon precedent to produce quality legal language. That might be enough if the provisions in question are term/termination, governing law, etc. But it's inadequate for more sophisticiated revisions.
Do you have any views on whether context window limits the ability of LLMs to provide sound contractual interpretations of longer contracts that have interdependent sections that are far apart in the document?
Has your level of optimism for the capabilities of LLMs in the legal space changed at all over the past year?
You mentioned that lawyers hoard templates. Most organizations you would have as clients (law firms or businesses) have a ton of contracts that could be used to fine tune LLMs. There are also a ton of freely available contracts on the SEC's website. There are also companies like PLC, Matthew Boender, etc., that create form contracts and license access to them as a business. Presumably some sort of commercial arrangement could be worked out with them. I assume you are aware of all of these potential training sources, and am curious why they were unsatisfactory.
Thanks for any response you can offer.
One of the top comments on this thread says that LLMs are going to better at summarizing contracts than generating them. I've heard this in legal tech product demos as well. I can see some utility to that--for example, automatically generating abstracts of key terms (like term, expiration, etc.) for high-level visibility. That said, I've been told by legal tech providers that LLMs don't do a great job with some basic things like total contract value.
I question how the document summarizing capabilities of LLMs will impact the way lawyers serve business organizations. Smart businesspeople already know how to read contracts. They don't need lawyers to identify / highlight basic terms. They come to lawyers for advice on close calls--situations where the contract is unclear or contradictory, or where there is a need for guidance on applying the contract in a real-world scenario and assessing risk.
Overall I'm less enthusiastic about the potential for LLMs in the legal space than I was six months ago. But I continue to keep an eye on developments and experiment with new tools. I'd love to get some feedback from others on this board who are knowledgeable.
As a side note, I'm curious if anyone knows about the impact of context window on contract interpretation a lot of contracts are quite long and have sections that are separated by a lot of text that nonetheless interact with each other for purposes of a correct interpretation.