Podcast Summary: Ezra Klein — The Case Against Writing With AI | How I Write

Podcast: How I Write
Host: David Perell
Guest: Ezra Klein
Date: May 28, 2025

Overview

In this episode, David Perell talks with Ezra Klein—journalist, Vox co-founder, New York Times opinion columnist, and bestselling author—about the craft and process of writing. The conversation delves into journalism’s shifting landscape, Klein’s evolving voice and workflow, the interplay between reporting and writing, and his deep skepticism toward using AI for serious journalism. Klein also reflects on the importance of institutions, the inherent limitations of the digital media business model, and why the "work behind the words" is what truly matters.

Key Discussion Points & Insights

1. The Evolution of Ezra Klein’s Journalistic Voice

• From Blogger to Columnist: Klein started as an opinionated blogger but matured through editorial mentorship. He recalls how Michael Tomaski (his first editor) pushed him to "pick up the damn phone," emphasizing the need to integrate external voices into journalism, rather than just airing personal opinions (00:40–01:58).

  “Part of journalism is integrating voices and thoughts that are not your own. Even now, I'm an opinion columnist...but most of my columns are filled with quotes, filled with voices that are not my own, in part just because...these are so much richer when they're this panorama.” — Ezra Klein (01:34)

• Professional Responsibility: As Klein's platform grew, he became more careful:

  "My voice carries weight. I treat it professionally, and I treat it as a responsibility... As I got bigger, part of it would just be punching down. Part of it is that I'm more interested, or I try to be more interested in construction than destruction." — Ezra Klein (02:14–03:38)

• Institutional Influence: Transitioning into roles at The Washington Post, Vox, and now The New York Times made Klein conscious of writing with more "institutional weight," although he resists letting the Times’ brand filter his perspective (03:54–05:50).

2. The Craft: Process, Editing, and Output

• Editor Relationship: The most vital quality in an editor is "taste," not technical correctness, because it’s subtle, subjective, and helps safeguard judgment before major publication. Klein ascribes much of his trust in his NYT editor, Aaron Retica, to this mutual understanding (04:15–05:50).
• Voice and Variety: Klein doesn’t intentionally shape his writing to fit an "Ezra Klein" type; rather, the constraints are time and energy. More time would allow greater experimentation (06:07–07:45).
• Cadence in Books vs Columns: Book-writing brings a different cadence and depth compared to columns; Klein’s latest book, Abundance, is notably more prescriptive and detailed than his earlier, more descriptive Why We're Polarized (07:45–09:28).

3. Taste, Judgment, and Inspiration

• Intuitive Taste: Much of taste is intuitive and hard to describe, though Klein notes that confidence in one’s instincts is crucial and often comes with experience. He regrets not trusting his own taste earlier as Vox’s editor (10:22–12:49).
• Editorial Evolution at Vox: The difficulty lay not in what he approved but in lacking confidence to reject enough—this left editorial identity ambiguous at times (12:49–13:36).

4. Digital Media’s Promise and Pitfalls

• Vox’s Innovative Peak: Vox pioneered explanatory journalism, but such innovations were quickly copied. The digital advertising model eroded profitability and talent retention—creative leadership alone couldn’t overcome flawed business fundamentals (14:13–15:55).

  “The platforms took the money. And so the idea that more audience would lead to more money, which would lead to more money to pay journalists and fund journalism, didn't happen.” — Ezra Klein (14:13–15:55)

• Writer vs Manager: Klein sees himself fundamentally as a writer/podcaster, not as a manager. Managing didn’t satisfy him creatively (16:01–16:57).

5. Research Habits and the Centrality of Reading

• Learning Through Reading: For Klein, reading is core, leading to deeper, associative insight that even interviews cannot consistently provide. He emphasizes long, undistracted reading as key to quality output:

  "...When I am reading...my mind settles almost meditatively into a more associational mode...and it's that mind state that I'm actually trying to achieve." — Ezra Klein (17:18–19:21)

• No Shortcut to Depth: The real bottleneck in his process isn’t the act of writing but in doing the research and allowing time for ideas to gestate (19:35–21:19).

6. The Role and Value of Institutions

• Affirming Institutions: Klein is a self-professed institutionalist. He sees value—and even necessity—in robust journalistic institutions, pushing back on the myth that he was a "revolt against institutions" pioneer (23:08–24:38).

7. Journalism’s Economic Challenges and the Bundle Problem

• Erosion of the Journalistic Middle Class: There are fewer places that provide meaningful journalistic careers today; media brands have been hollowed out or “zombified” by diminished revenues (24:53–26:39).
• The Digital "Bundle": Klein describes how the "bundle" (columns, foreign bureaus, classifieds, cross-subsidies) was essential for funding journalism’s costly, slow work (like investigative and war reporting). Substack and similar models only work for a limited class of high-frequency takes, but cannot fund expensive reporting (27:20–30:04).

8. The Nonlinear Nature of Writing—and the Limits of AI

• Writing as Discovery (and AI's Limitations):

  “What ChatGPT will never tell you is that the problem with what you're doing is that it's the wrong thing entirely...You're not trying to bypass that or get around it…You're trying to get to the point where you're like, ah, got it right.” — Ezra Klein (30:42–33:28)

• Genuine insight often comes from time spent in confusion, false starts, and rework. Klein’s main critique of AI writing tools is that they can't facilitate this deep, nonlinear process of finding the right question—or realizing the whole premise is flawed.

9. The Buried Centrality of "Work" in Writing

• "Do the Work": Klein continually returns to the mantra that excellence stems from consuming vast amounts of primary material—outworking others, not seeking shortcuts.

  “Writing is the endpoint of the process. If you cleaved me off from the research and the reporting, you should not read the writing anymore.” — Ezra Klein (38:29)

• Surprising many, most journalists, he claims, don’t actually do all the reading—an opportunity for young writers to distinguish themselves.

10. AI as a Research Tool: Useful, but Not Transformative

• Skepticism of AI: While AI optimizes a few rote research tasks (like summarizing publicly available facts), it’s "better at the things I need to do than the things I don't need to do." AI summarizes but can't replicate the interpretive, connection-making aspects of research that lead to original thought (42:31–43:54).

  “AI typically sees what everybody else would see.” — Ezra Klein (43:54)

• The process of "grappling" with a book or topic embeds knowledge and changes the writer; a summary cannot substitute for that cognitive investment (45:52–47:15).

11. The Value of Length and Complexity

• Against the Take Economy: Klein argues that "hot takes," tweets, and even condensed magazine articles lose fidelity and the transformative effect of deeper reading and writing. The process of book-length work (or even lengthy columns) changes both writer and reader at a much deeper level than digital brevity allows (47:15–49:26).

  “A magazine article will change you less than a book will. A tweet will change you less than a magazine article will...What changes you isn’t the wave, it’s the erosion.” — Ezra Klein (47:15–49:26)

12. Rigor in Writing vs Rigor in Conversation

• Writing Demands Rigor: In conversation, it’s easy to skirt around the gaps in your logic. Writing, by contrast, exposes weak spots and forces the writer to confront their own uncertainties (36:50–37:58).

13. Writing and Confidence

• The Authoritative "Take": The platform, especially columns, compels confident conclusions, but Klein cautions that writers can over-persuade themselves or prematurely resolve uncertainties meaningful to keep open (52:24–54:42).

Notable Quotes & Memorable Moments

• On Integrating Others’ Voices

  “Part of journalism is integrating voices and thoughts that are not your own.” — Ezra Klein (01:34)

• On Growing Responsibility

  "My voice carries weight. I treat it professionally, and I treat it as a responsibility... As I got bigger, part of it would just be punching down. Part of it is that I'm more interested, or I try to be more interested in construction than destruction." (02:14–03:38)

• On Editing and Taste

  “The thing that is hard to find is taste... The biggest problem is not knowing what is good and what is not.” (04:15–05:50)

• On Writing and Research

  “Writing is the endpoint of the process...If you cleaved me off from the research and the reporting, you should not read the writing anymore.” (38:29)

• On Book Writing as Deep Engagement

  "What changes you isn't the wave, it's the erosion." (47:15–49:26)

• On AI and Writing’s Nonlinear Process

  "What ChatGPT will never tell you is that the problem with what you're doing is that it's the wrong thing entirely...You're not trying to bypass that...You're trying to get to the point where you're like, ah, got it right." (30:42–33:28)

• On Doing the Work

  "You could just beat people by outworking them...by reading the things that they had ignored that they found too boring. That was not the part of the job they enjoyed." (38:29)

• On the Value of Institutions

  "I like institutions and I think we need more of them, not fewer." (23:08–24:38)

• On Holding Uncertainty

  "I think if I was to describe things I wish I was better at writing, uncertainty is one of them... There aren't many writers who can say in a compelling way: I am not sure of the answer to this." (52:57)

Timestamps of Important Segments

• Early Editorial Advice: 00:40
• Finding and Respecting Editorial Taste: 04:15–05:50
• Long-Form vs. Short-Form Writing: 07:45–09:28
• On Developing Taste & Trusting Instincts: 10:22–12:49
• The Digital Media Model’s Flaws: 14:13–15:55
• Reading as Foundation: 17:18–19:21
• Limits of AI for Research and Writing: 30:42–33:28; 42:31–47:15
• Bundle Economics of Journalism: 27:20–30:04
• "Do the Work" Philosophy: 38:29
• On Writing Rigor and Uncertainty: 36:50–37:58; 52:57–54:42

Tone & Style

The conversation is reflective, intellectually rigorous, and peppered with candid honesty and self-awareness. Klein’s tone is thoughtful, often skeptical, and insistent on the value of thoroughness, nuance, and incremental change—contrasting with the fast-take culture that dominates digital media.

Conclusion

Ezra Klein's approach to writing—and skepticism about the transformative potential of AI—centers on a deep reverence for process: reading, reporting, and time spent wrestling with complexity. His career arc illustrates not just the evolution of media, but also the enduring value of institutions, discernment, and "doing the work." For aspiring writers and journalists, his main message is clear: there are no shortcuts—meaningful, persuasive writing springs from intellectual engagement and substantive reporting, not technological tools or flashy rhetoric.