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
Sreenivas: AGI will not replace software because agents still need infrastructure
“I think even once you have AGI, all our AGI agents are going to need somewhere to store work and pull information from and reason about things. So I think, you know, a certain class of SaaS companies that were solely built for people to do work might face a bi…”
Ashwin Sreenivas Jul 30, 2026 ▶ 20:25 How Decagon Runs 90% of Its Agents on Open-Source Models
Prediction Not checkable as stated
Sreenivas: AI application companies may eventually evolve into vertical model labs
“I think there will always be a space for application layer companies. Maybe in the longterm application layer companies just become labs for specific verticals, you know, because your primary product ends up being The models that are just really good at doing …”
Ashwin Sreenivas Jul 30, 2026 ▶ 20:59 How Decagon Runs 90% of Its Agents on Open-Source Models
Prediction Not checkable as stated
Sreenivas: Surrounding Infrastructure Will Be Primary Enterprise AI Need for Years
“And so I think for the next few years, that's probably going to be you know, the primary thing that these models need to be able to work.”
Ashwin Sreenivas Jul 30, 2026 ▶ 36:47 How Decagon Runs 90% of Its Agents on Open-Source Models
Prediction Not checkable as stated
Sreenivas: AI Agents Will Not Eliminate CRMs or Auxiliary Software
“Now, to the point of, Does that mean CRMs go away? I mean, my answer is no, because if you had you know, if you have a company today where your concierge is a human being, they still write your info on a CRM so that they can track it for later. So, and I think…”
Ashwin Sreenivas Jul 30, 2026 ▶ 1:05:25 How Decagon Runs 90% of Its Agents on Open-Source Models
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