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Harvey Co-Founder Gabe Pereyra on the Token Pricing Reckoning Coming for AI

Overview

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Harvey Co-Founder Gabe Pereyra on the Token Pricing Reckoning Coming for AI

Sourcery

1 DAYS AGO
Sourcery

Sourcery

1 DAYS AGO
OverviewShownoteHighlightsTranscriptChaptersPins

Shownote

Gabe Pereyra is the co-founder and President of Harvey. Before Harvey, he was an AI researcher at Google Brain, DeepMind, and Meta, working on deep learning at both Brain and DeepMind in 2016 and 2017 as the field was taking off. Valued at $11B, Harvey has...

Highlights

In this episode, the co-founder and President of Harvey, along with the Head of Applied Research, discuss the company's new Legal Agent Benchmark (LAB) and the evolving economics of AI in the legal field. They explore how Harvey is moving beyond simple chat interfaces to powerful, costly cloud agents and why a multi-model strategy is crucial for law firms.
00:00
Harvey's Legal Agent Benchmark measures AI performance on real legal tasks.
05:44
Different AI models excel at different tasks
17:08
Queries can now cost $20 to $20,000
23:30
Token-based consumption will become very expensive for customers.
43:01
Moving from individual to organizational intelligence

Chapters

Introducing LAB: A New Benchmark for Legal AI Agents
00:00
Why Law Firms Need a Multi-Model Strategy and Open-Source Benchmarks
05:44
From Chatbots to Cloud Agents: The $20,000 Query
17:08
The High Cost of Token-Based Consumption and the Promise of Competition
23:30
What the LAB Benchmark Reveals About Cost, Speed, and the Future of Legal AI
40:00

Transcript

Gabe Pereyra: The models are getting more expensive and they're getting better. We're just seeing this huge explosion of usage, cost, tokens, everything. Molly O'Shea: We need to talk about tokens. Winston mentioned, you guys got up to $13 trillion. Gabe...