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.
why aren't all 9 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
Manning: Yann LeCun underestimates language and symbolic representations in intelligence
“Jan LeCun is a dear friend of mine but he has never appreciated the power of language in particular or symbolic representations in general. Yarn is a very visual thinker. He always wants to claim that he thinks visually, and there are no words, symbols, or mat…”
Manning: Mainstream vision models fail by operating solely on pixel surfaces
“Believing that there can be a really rich connection between a more symbolic layer of abstracted understanding of visual domains, which aren't in the mainstream vision models, which are still trying to operate on the surface level of pixels.”
Sun: Using structural abstraction in AI does not contradict Bitter Lesson
“I do feel like sometimes people confuse like, oh, like we're taking an, a method with abstraction. That means they don't believe in bitter lesson. Like that's just false, right? Like we are believers in bitter lesson, but then I feel like the question that we …”
Sun: Moonlake splits world modeling into multimodal reasoning and Reverie rendering
“Within our world modeling framework, we think there are two models that we train, right? Like there's the multimodal reasoning model that we just talked about that essentially handles Mainly the causality, the persistency, and logic, determinism, determinism o…”
Sun: AI world models should treat physics engines as modular cognitive tools
“The way we think about it is like physics engine or tools or code are cognitive tools, like borrowing Chris's term, right? Like tools that the model can employ as means to an end.”
Sun: Moonlake will automatically generate training environments for embodied AI by 2029
“I'll maybe start with where we see the platform in three years, which is like, okay, the users would tell us what they want to achieve. The end goal could be, hey, I just, I want to make something to teach my kids the value of humility. Or it could be, hey, I …”
Manning: Generative AI video models lack true world-model audio integration
“And whereas in general for the Gen AI video models, there's no actual integration across to audio at all, right? That someone might stick some music or stick a soundscape or whatever else on top of their video so it's not a silent video, but They're in no way …”
Sun: Moonlake can generate multiplayer environments and persistence databases via prompting
“So if you just actually just like prompt our Model to say, hey, like configure the multiplayer, then it'll do like this. You'll be able to configure multiplayer. Persistency database for you.”
Sun: Moonlake is training a unified multimodal latent representation
“We do want to basically like, we, our model model, like the one we're training is basically Towards the goal of having a combined latent representation across all these different modalities, right? Such that you can like reason across these different modalitie…”