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 4 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

Prediction Not checkable as stated
Pineau: Future of AI will be many specialized agents, not one superintelligence
“I tend to actually place my bet not on the fact that we're going to reach like a single super intelligent agent, but on the fact that we are much more likely to live in a future where there's going to be many agents for many things. And so some agents will abs…”
Joelle Pineau Feb 6, 2026 ▶ 24:46 AI's Research Frontier: Memory, World Models, & Planning — With Joelle Pineau
Prediction Not checkable as stated
Pineau: Meta's next AI step change requires general and world models
“We've done a ton of work on AI on the platform over the last few years. That was what I would call more narrow specialized models. We can continue to do that, but the bigger step change are gonna come through the more general model, building foundation models,…”
Joelle Pineau Jan 24, 2024 ▶ 5:47 Why Meta Wants To Build Artificial General Intelligence — With Joelle Pineau, VP of Meta AI Research
Prediction Not checkable as stated
Pineau: Heavy code training may teach models hierarchical planning
“There's some hope that by training enough on code, the machine essentially like infers these kinds of structural cues.”
Joelle Pineau Feb 6, 2026 ▶ 18:49 AI's Research Frontier: Memory, World Models, & Planning — With Joelle Pineau
Prediction Not checkable as stated
Pineau: AI will achieve highly generalized, cross-domain performance by 2029
“In five years, we're gonna see really strong systems across a broad set of tasks. I have some strong conviction that, that we're on a path there. After that, you know, I don't want to bin any intelligence into narrow box, whether human or AI, but we will be am…”
Joelle Pineau Jan 24, 2024 ▶ 44:31 Why Meta Wants To Build Artificial General Intelligence — With Joelle Pineau, VP of Meta AI Research
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