The Ledger

Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.

clear all ✕

why aren't all 16 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 1 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable

Prediction Not checkable as stated
Lemkin: AI tools will equal human design quality within 18 months
“I would just be shocked if at some point in the next eight to 18 months, a Claude Code can't automatically make designs that are as elegant, as beautiful as a designer can. Because you already can in some custom LLMs for images, you can build epic images. I ju…”
Jason Lemkin Feb 26, 2026 ▶ 1:02:50 Citrini Research Breakdown: Agents, "Ghost GDP", Consumer Spend | Figma Earnings Beat · 20VC with Harry Stebbings
Prediction Not checkable as stated
Stebbings: Cursor could lose half its revenue this year to Claude Code
“I think there's a chance that Cursor loses half of their revenue this year with the cannibalization of them by claw code.”
Harry Stebbings Feb 9, 2026 ▶ 11:26 a16z, Anish Acharya: Is SaaS Dead? Do Margins Still Matter? Why We Are Not in an AI Bubble? · 20VC with Harry Stebbings
Assertion Not checkable as stated
Harry Stebbings says Claude Code cannibalized Cursor's business overnight
“Claude Code, Has cannibalized a lot of Cursor's business overnight and everyone's canceling Cursor.”
Harry Stebbings Jan 31, 2026 ▶ 17:41 20Growth: How Wix Built a $100M Marketing Machine | Why LTV is BS and Why Time Return On Investment is the Most Important Metric | How to 10x Your Growth: What is the Next Great Channel with Omer Shai, CMO @ Wix
Prediction Open · timeframe Jun 2031
AI agents will evolve into completely autonomous software engineers
“My prediction would be agents that are like completely autonomous software engineers. Today, I think we're all using Tools like CloudCode or Codex to write code, but not as literal software engineers.”
Aravind Srinivas Jun 15, 2026 ▶ 22:28 Perplexity CEO: Micron Will Be More Valuable Than Meta & How Export Controls Helped Not Hurt China · 20VC with Harry Stebbings
Insight
Non-developer AI agent market is 10x larger than coding tools
“I think that's actually even bigger market that it's not even like think of it as like clock code multiplied by 10. That's the size of that market.”
Aravind Srinivas Jun 15, 2026 ▶ 20:26 Perplexity CEO: Micron Will Be More Valuable Than Meta & How Export Controls Helped Not Hurt China · 20VC with Harry Stebbings
Prediction Held up
Lemkin: Claude Code will aggressively attack Figma's business this year
“So I believe it will aggressively attack parts of Figma this year, even though they're key partners.”
Jason Lemkin Feb 26, 2026 ▶ 19:13 Citrini Research Breakdown: Agents, "Ghost GDP", Consumer Spend | Figma Earnings Beat · 20VC with Harry Stebbings
Prediction Not checkable as stated
Acharya: AI dev tools Cursor, Codex, and Claude Code will all grow
“The desire and demand for software, both to make it and to consume it, is dramatically more than the supply that we have today, and I think there is a developer and developer adjacent archetype for whom Cursor is going to be perfect, Codex as an app, Codex as …”
Anish Acharya Feb 9, 2026 ▶ 12:04 a16z, Anish Acharya: Is SaaS Dead? Do Margins Still Matter? Why We Are Not in an AI Bubble? · 20VC with Harry Stebbings
Prediction Not checkable as stated
Shlomo: Developers will stick with Claude Code over superior models
“Like, even if now Gemini three comes out and it's a better model than Cloud and so on, then still there's gonna be a huge number of people staying with CloudCode because they're used to it and they built some things up the stack.”
Maor Shlomo Nov 24, 2025 ▶ 1:14:52 Base44’s Founder, Maor Shlomo on How Vibe Coding Will Kill SaaS · 20VC with Harry Stebbings
Insight
O'Driscoll: AI providers must continuously increase CapEx to win
“Which goes to explain the urgency around CapEx for these companies, because their belief, and so far it's been correct, is that the only way to quote, if you're competing with Cloud Code, all you know is the only way to outperform is more reinforcement learnin…”
Rory O'Driscoll Sep 18, 2025 ▶ 1:04:24 Opendoor CEO, Kaz Nejatian: OpenAI and Oracle, How Can Either Afford to Do This · 20VC with Harry Stebbings
Assertion Not checkable as stated
Stebbings: Decacorn CEOs spend aggressively on AI but switch easily
“The only interesting take I'll take is that I interview, honestly, three to four Dacacorn CEOs every week, and on this topic, two interesting elements, completely price insensitive as to how much they spend on Anthropic, and Claude Code in particular. I was th…”
Harry Stebbings Sep 18, 2025 ▶ 1:03:43 Opendoor CEO, Kaz Nejatian: OpenAI and Oracle, How Can Either Afford to Do This · 20VC with Harry Stebbings
Assertion Not checkable as stated
Murdock: Apple is a massive customer of Claude Code
“You know, I know they're using Claude Code, huge, massive Claude Code customer, but how are they thinking about it?”
Jerry Murdock Aug 22, 2026 ▶ 1:05:44 The AI Bubble WILL Burst | Should we be fearful of Chinese Open-Source | Jerry Murdock
Assertion Not checkable as stated
Masad: Late 2025 AI coding hype was driven by free token giveaways
“If you think about the hype Period that we got with, like, Claude code and codex towards the end of 25, early 26, a lot of it was driven by how much free tokens they were given out, how much, you know, every other day they're like, oh, it's 50% more tokens or …”
Amjad Masad Apr 25, 2026 ▶ 16:55 Replit CEO: Why the SaaS Apocalypse is Justified & Why Coding Models are Plateauing | Amjad Masad · 20VC with Harry Stebbings
Disclosure
Tunguz: Theory Ventures distilled a 20B model to 1/50th size with 97% accuracy
“And then we've taken a twenty billion parameter model and said Claude Code teach this little model how to call tools. And we can get to 97, I mean, this is a venture capital firm. Yes, we have a great head of AI, but we're not a research lab, and we can get to…”
Tomasz Tunguz Nov 20, 2025 ▶ 13:52 Peter Thiel and Softbank Sell NVIDIA - Why? & Why VC Will Hit $1TRN and The Opening of Retail · 20VC with Harry Stebbings
Assertion Not checkable as stated
Reyes: Claude Code is raised in every single enterprise buyer conversation
“In terms of, I'd say relevance to the conversations when I'm talking to enterprise buyers, number one is Claude code. I think that it's just brought up in every single conversation.”
Eno Reyes Aug 29, 2026 ▶ 1:22:30 Should American Enterprises Work With Open-Source Chinese Models? | Only 10% of Neo-labs survive
Disclosure
Levie: Public company CEOs spend weekends coding with Claude Code and Codex
“I have Slack channels and WhatsApp groups where people on the weekend are just like working with Cloud Code or Codex building stuff, and they're public company CEOs.”
Aaron Levie Apr 20, 2026 ▶ 42:11 Aaron Levie: Everyone is Wrong; We'll Have More Developers in 5 Years · 20VC with Harry Stebbings
Assertion Not publicly verifiable
Krieger: Internal dogfooding of Claude Code directly improved Claude 3.7 Sonnet
“As a really, you know, specific example with cloud code within, you know, a week of it being deployed internally, we had found a way in which one of the sort of tools that it has access to the model wasn't using as well as it could have, and that made its way …”
Mike Krieger Mar 3, 2025 ▶ 49:00 Mike Krieger, Instagram CoFounder & Anthropic CPO: Where Will Value Be Created in an AI World?|E1265 · 20VC with Harry Stebbings
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