Speed, Stress, and Better Decisions | Winston Weinberg
The Knowledge Project
May 12
Speed, Stress, and Better Decisions | Winston Weinberg
Speed, Stress, and Better Decisions | Winston Weinberg

The Knowledge Project
May 12
Shownote
Shownote
Winston Weinberg is the CEO and co-founder of Harvey, the AI platform built for
the legal industry.
In this episode, Winston explains how AI is reshaping legal work, why judgment
becomes more valuable as routine work gets automated, and how to build the
prioritization muscle required to move faster, stay focused, and make better
decisions when everything is changing.
He also shares the operating principles behind Harvey’s growth: make decisions
faster, treat most choices as two-way doors, use stress to build resilience,
prioritize the one thing that matters most and the Google Doc that drives it
all.
Harvey began with a simple test: take real legal questions, run them through
GPT-3, and ask experienced lawyers whether they would send the answers with zero
edits. On 86 out of 100 questions, three out of three attorneys said yes.
This is a conversation about AI, law, speed, resilience, and building in a world
where the bar keeps getting higher.
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Timestamps:
(00:00:00) “The List” that Powers Winston’s $11B Business
(00:02:20) How to Say “No” Like a CEO
(00:07:26) The 3 Principles for Strong Decision-Making
(00:08:18) How Harvey is Changing the Legal World
(00:11:36) One Cold Email to Sam Altman that Changed Everything
(00:12:56) The Demo Strategy that Shocked Investors
(00:17:55) Advice Winston Didn't Take
(00:19:34) The Deal that Almost Killed Harvey
(00:21:56) How to Build Resilience to Failure
(00:24:00) How Winston Hacks His Stress
(00:29:36) The Key to Creating a Sense of Urgency on Your Team
(00:31:29) The Kinds of People Not to Hire at Startups
(00:35:09) How to Screen for Resiliency in Interviews
(00:41:49) Winston's Advice for Law Students
(00:45:28) Would AI Make a Better Lawyer than a Human?
(00:48:54) The Future of Agent-Powered Law Firms
(00:49:14) Will AI Cause Law Firms to Shrink?
(00:52:45) Can AI-Only Law Firms Exist?
(00:54:52) Why Legal Costs Aren't Going Down
(00:56:48) Three Principles All Entrepreneurs Need to Follow
(01:00:54) How Winston Defines Success
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Harvey: https://www.harvey.ai/blog/author/winston-weinberg
[https://www.harvey.ai/blog/author/winston-weinberg]
------
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Highlights
Highlights
In this episode, Winston Weinberg, CEO and co-founder of Harvey, discusses how AI is transforming the legal industry and shares the operating principles behind his company's rapid growth. He explains why human judgment becomes more valuable as routine tasks are automated, and offers insights on building resilience, making faster decisions, and prioritizing effectively in a fast-changing environment.
Chapters
Chapters
“The List” that Powers Winston’s $11B Business
00:00How to Say “No” Like a CEO
02:20The 3 Principles for Strong Decision-Making
07:26How Harvey is Changing the Legal World
08:18One Cold Email to Sam Altman that Changed Everything
11:36The Demo Strategy that Shocked Investors
12:56Advice Winston Didn't Take
17:55The Deal that Almost Killed Harvey
19:34How to Build Resilience to Failure
21:56How Winston Hacks His Stress
24:00The Key to Creating a Sense of Urgency on Your Team
29:36The Kinds of People Not to Hire at Startups
31:29How to Screen for Resiliency in Interviews
35:09Winston's Advice for Law Students
41:49Would AI Make a Better Lawyer than a Human?
45:28The Future of Agent-Powered Law Firms
48:54Will AI Cause Law Firms to Shrink?
49:14Can AI-Only Law Firms Exist?
52:45Why Legal Costs Aren't Going Down
54:52Three Principles All Entrepreneurs Need to Follow
56:48How Winston Defines Success
1:00:54Transcript
Transcript
Winston Weinberg: The next, you know, year or two years are basically going to define the companies that are successful for the next decade, probably, right, if not more.
Shane Parrish: I want to double click on this massive 200-page, 400-page Google docu...
