The Ledger
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Pereyra: Client conflict rules mean law firms need multiple AI providers
“Most of these law firms and enterprises Can't rely on a single lab provider. So like there's a big risk if you're a law firm that if you just use Anthropic or you just use OpenAI you run into conflict risk. So imagine you're using only Anthropics models as a l…”
Pereyra: Big Law work can be objectively quantified and unit-tested
“And I think there's a bit of a misconception that, oh, legal is subjective, so you can't do this. And I think the thing for especially big law is a lot of the work you can actually quantify, and this is what senior associates and partners are doing when their …”
Pereyra: The billable hour enables standardized pricing of complex work at scale
“And I think something people don't appreciate about the billable hour and why it's such a good mechanism is, It lets you price incredibly complex work at massive scale in a way that the entire industry can agree on, right?”
Pereyra: Model Selection Is Shifting to Lowest Cost per Task
“Increasingly, it's not just which model is the best. It's which model can solve the task at the lowest price point, because as these models get better, there's kind of intelligent saturation where it's like, okay, for some simple tasks, I actually want to know…”
Pereyra: Vertical AI Does Not Need Trillion-Parameter Models for Narrow Tasks
“A lot of these like very large frontier models are large because they're good at everything. And so I think a lot of the opportunity for these like specific verticals will be, okay, I probably don't need a trillion parameters if I just need the system to be go…”
Pereyra: Inter-firm competition keeps law firm billable hour pricing in check
“Okay, the billable hour creates some pricing misalignment, but the fact that these law firms need to compete with every other law firm means that that's kept in check. And so it's like, this actually converges to roughly the right pricing.”