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

Opinion
Group-chat multi-agent systems like CrewAI do not work well
“I think people were, like, excited about multi-agent systems for a while, like, the crew AI sort of thing of, like, oh, I'm gonna put my coder agent, my finance agent in group chat, and, like, a lot of these are just kind of silly. They don't actually work ver…”
Will Brown May 9, 2025 ▶ 7:43 ⚡️Open Questions in Agentic RL — Will Brown (Prime Intellect)
Assertion Supported
Fanelli: LangChain and LlamaIndex usage grows on PyPI while CrewAI stays flat
“So if you look at, you know, like chain still growing. These are the last, last six months. Lama index still growing. What I've basically seen is like things that one, obviously these things have a commercial product. So there's like people buying this and sti…”
Alessio Fanelli Jan 1, 2025 ▶ 53:17 2024 Year in Review: The Big Scaling Debate, the Four Wars of AI, Top Themes and the Rise of Agents
Disclosure
Shah: Investor in OpenAI, Perplexity, LangGraph, CrewAI, and Limitless
“Investor in OpenAI, perplexity, lane graph, crew AI, limitless, a bunch of them.”
Dharmesh Shah Mar 28, 2025 ▶ 1:19:35 The Agent Network — Dharmesh Shah, Agent.ai + CTO of HubSpot
Disclosure
Shah: I bought crew.ai and offered it to CrewAI at cost
“By the way, I also own crew.ai, which I've offered, I'm an investor in. Yes. I bought that. And I've told him that like, whenever you're ready, you let me know, I'll sell it to you at cost.”
Dharmesh Shah Mar 28, 2025 ▶ 1:24:15 The Agent Network — Dharmesh Shah, Agent.ai + CTO of HubSpot
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