“There is so much legal work that law firms actually do at a loss and they do it at a loss... There's a lot of legal work that they do at a loss in order to get the big deal. So, you know, a lot of law firms will do work for private equity and they will do that work at a massive discount or even again, even at a loss in order to get the LBO or the MNA.”
quote is from the automated transcript, cleaned for reading:
filler sounds and stutters are removed, nothing is rephrased. names can be misheard
(the analysis reads context, assessments check outside sources). how →
More from Winston Weinberg
Opinion
Weinberg: Standard AI benchmarks are useless for evaluating legal AI
“Most benchmarks are completely useless for us, right? And so we'll get a model, you know, someone will give us early access to a model and they'll say it's way better on all of these benchmarks and we'll respond. It actually isn't like, it's not used as useful…”
Winston WeinbergFeb 14, 2025▶ 9:15No Priors Ep. 101 | With Harvey CEO and Co-Founder Winston Weinberg
PredictionNot checkable as stated
Weinberg: Automated legal tasks will shift to fixed-fee pricing
“I don't think the billable hour is going to just completely disappear. I think what is going to happen is a lot of these tasks that are going to get, you know, AI can automate a lot of that task with a lawyer in the loop. Those tasks will end up being kind of …”
Winston WeinbergFeb 14, 2025▶ 22:36No Priors Ep. 101 | With Harvey CEO and Co-Founder Winston Weinberg
Insight
Weinberg: AI founders must aim to transform entire industries
“If you are using these tools and you don't think that you can take basically AI and apply to X industry and transform the entire industry, I don't think you're thinking ambitiously enough, right?”
Winston WeinbergFeb 14, 2025▶ 3:45No Priors Ep. 101 | With Harvey CEO and Co-Founder Winston Weinberg
Insight
Weinberg: AI platforms must expand modular workflows and collapse UI complexity
“These models can't just one shot all of these really complex legal tasks or in these other domains like tax and provide other professional services. And so what you have to do is you have to build a platform that is kind of constantly expanding and constantly …”
Winston WeinbergFeb 14, 2025▶ 3:57No Priors Ep. 101 | With Harvey CEO and Co-Founder Winston Weinberg
Insight
Weinberg: Enterprise AI requires pairing broad productivity tools with chained vertical workflows
“You need to build productivity tools, and what I mean by this is
Things that are useful for the highest amount of seats, right?
And then you also need to build things that are streamlined vertical workflow from start to finish, right?
And what you can do is…”
Winston WeinbergFeb 14, 2025▶ 6:23No Priors Ep. 101 | With Harvey CEO and Co-Founder Winston Weinberg
Insight
Weinberg: Productivity AI needs lower quality thresholds if work is verifiable
“On the productivity side, the minimum viable quality of that output can be lower because you're selling seats, And at the end of the day, there are multiple people reviewing it, right? And so what you want to do in that state is have just show your work, right…”
Winston WeinbergFeb 14, 2025▶ 11:51No Priors Ep. 101 | With Harvey CEO and Co-Founder Winston Weinberg
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