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 6 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 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

Opinion
Gameplay footage teaches spatial reasoning better than YouTube videos, says de Witte
“When you're playing video games, you're actually simulating the optical dynamics with your hand, right? And I think that, like, that's why I think why games are a better representation of switch support reasoning initially than YouTube videos, for instance.”
Pim de Witte Dec 6, 2025 ▶ 14:01 World Models & General Intuition: Khosla's largest bet since LLMs & OpenAI
Opinion
Swix: Most podcasts are bad because creators lack real-world experience
“The reason that most podcasts or YouTube videos are shit is they're made by people who don't have life experience, who are not that important in the world. They're not doing important jobs. And so what you want to actually enable is CEOs to each of them make t…”
Shawn Wang Mar 14, 2025 ▶ 1:14:55 Snipd: The AI Podcast App for Learning — with CEO Kevin Ben-Smith
Assertion Supported
Swix: YouTube's recommendation system is LLM-based using tokenized video codebooks
“The YouTube Rexxus is LLM-based, and they- Is it really? They obviously, yeah. That's cool. It, they re, they tokenize every video, and put it in a code book, and then they train a LLM on it, and then feed in your context, just like a regular LLM, and ask it t…”
Shawn Wang Apr 18, 2026 ▶ 22:14 ⚡️ How to turn Documents into Knowledge: Graphs in Modern AI — Emil Eifrem, CEO Neo4J
Insight
Justine Moore: AI avatars let creators bypass social media beauty standards
“Before, honestly, to be, like, an Instagram or YouTube influencer, most of them are hot people. And now it's, like, anyone can be a popular influencer, and you don't have to be a hot person. Like, how many friends do you have that have, like, are, like, really…”
Justine Moore Jul 9, 2025 ▶ 17:38 AI Video Is Eating The World — Olivia and Justine Moore, a16z
Opinion
Swix: YouTube is the best podcast platform over Spotify and Apple
“YouTube is the best podcasting platform. It is not MP threes. It is not Apple podcasts. It is not Spotify. It's YouTube. And it's just the social layer of recommendations and the existing habit that people have of logging onto YouTube and getting, getting that…”
Shawn Wang Mar 14, 2025 ▶ 1:10:03 Snipd: The AI Podcast App for Learning — with CEO Kevin Ben-Smith
Insight
Doshi: Learn AI via Andrej Karpathy's YouTube tutorials over books
“You shouldn't take a book. You should just go to YouTube and visit Kaparthi's class. And just do it, grind through it.”
Suhail Doshi Jan 2, 2024 ▶ 1:07:33 The AI-First Graphics Editor - with Suhail Doshi of Playground AI
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