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 7 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

Insight
Bret Taylor Says AI Agents Are Currently in Their jQuery Era
“To go use that metaphor, we're sort of in the jQuery era of agents, not the React era”
Bret Taylor Feb 11, 2025 ▶ 21:26 The AI Architect: Bret Taylor
Opinion
Howard: Building web apps is much worse now than 15 years ago
“Much to my, you know, horror, the story around creating web applications is much worse now than it was 10 or 15 years ago, in terms of, like, if I say to a data scientist, here's how to create and deploy a web application, You know, either you have to learn Ja…”
Jeremy Howard Aug 17, 2024 ▶ 48:50 Answer.ai & AI Magic with Jeremy Howard
Insight
Liu: AI agents should use explicit DAG workflows over ReAct loops
“Instead of doing like a react type reasoning loop, I think my belief is that we should be using like workflows, right? If we do this, then we always have a request and a complete workflow. We can fine tune a model that has a better workflow. Whereas it's hard …”
Jason Liu Apr 24, 2024 ▶ 27:10 High Agency Pydantic over VC Backed Frameworks — with Jason Liu of Instructor
Prediction Not checkable as stated
Taylor: Core abstractions for AI agents will emerge over next decade
“And actually, well, I'm sure we'll get into AI, but I sort of feel like we'll go through that evolution with AI agents as well that I feel like we're missing a lot of the core abstractions that I think in 10 years we'll be like, gosh, how'd you make agents bef…”
Bret Taylor Feb 11, 2025 ▶ 14:15 The AI Architect: Bret Taylor
Insight
Yao: Pairing reasoning with tool use is essential for unfamiliar tools
“And I think the second contribution is this idea of what people call like inner monologue or thinking or reasoning or whatever to be paired with tool use. I think that's still not trivial because if you look at the default function calling or whatever, like th…”
Shunyu Yao Sep 27, 2024 ▶ 11:38 Language Agents: From Reasoning to Acting — with Shunyu Yao of OpenAI, Harrison Chase of LangGraph
Assertion Not checkable as stated
Shunyu Yao built the ReAct prototype before Chain-of-Thought existed
“The prototype I think was around November of 2021. So that's even before like chain of thought or whatever came up.”
Shunyu Yao Sep 27, 2024 ▶ 8:13 Language Agents: From Reasoning to Acting — with Shunyu Yao of OpenAI, Harrison Chase of LangGraph
Opinion
Harrison Chase says ReAct is the most popular agent prompting framework
“I would say like reacts probably like the most popular. I think there's aspects of reflection that Get used. Tree of thought, probably like the least so.”
Harrison Chase Sep 27, 2024 ▶ 25:23 Language Agents: From Reasoning to Acting — with Shunyu Yao of OpenAI, Harrison Chase of LangGraph
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