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

Assertion Partly supported
Jain: Enterprises are actively routing away from frontier models to open source
“That's something that's happening now. So I think we are at a real inflection point with open source.”
Arvind Jain Jul 11, 2026 ▶ 6:28 ⁠Why OpenAI and Anthropic Won't Win the App Layer | Glean Founder · 20VC with Harry Stebbings
Assertion Contradicted
Jain: Enterprise fears over AI models training on company data have vanished
“When AI just came, there was a, companies were a lot more afraid of getting their data outside of, you know, their own control and model companies training with, you know, with their data. But that sort of is a fear that it's no longer there. Like, you know, l…”
Arvind Jain Jul 11, 2026 ▶ 7:51 ⁠Why OpenAI and Anthropic Won't Win the App Layer | Glean Founder · 20VC with Harry Stebbings
Assertion Contradicted
Jain: Glean was the first enterprise AI company to deploy RAG
“We actually get a lot of credit for being the first enterprise AI company in the world. The first ones to actually bring RAG into the enterprise. The first ones to build conceptual semantic search.”
Arvind Jain Jul 11, 2026 ▶ 10:45 ⁠Why OpenAI and Anthropic Won't Win the App Layer | Glean Founder · 20VC with Harry Stebbings
Assertion Supported
Jain: AI coding tools have not accelerated enterprise product shipping speed
“The actual shipping speed of products has not increased, even though coding, you know, increased, coding speed increased significantly.”
Arvind Jain Jul 11, 2026 ▶ 22:41 ⁠Why OpenAI and Anthropic Won't Win the App Layer | Glean Founder · 20VC with Harry Stebbings
Assertion Supported
Jain: AI talent pay scales have dramatically surged across startups and labs
“But if you now start to talk about, okay, AI talent, ML talent top people are sought after, you know, way more than ever before. And also the pay scales have completely changed and not just from the model companies, but even from startups, because, you know, s…”
Arvind Jain Jul 11, 2026 ▶ 41:08 ⁠Why OpenAI and Anthropic Won't Win the App Layer | Glean Founder · 20VC with Harry Stebbings
Assertion Contradicted
Jain: Only China and France have produced AI models outside the US
“The only Country in the world, you know, that has produced models outside of US is China. And then of course, maybe a little bit in, like, you know, France with Mistral.”
Arvind Jain Jul 11, 2026 ▶ 49:58 ⁠Why OpenAI and Anthropic Won't Win the App Layer | Glean Founder · 20VC with Harry Stebbings
Assertion Supported
Jain: Nvidia is heavily investing in US open-source AI model development
“There's a lot of motivated parties that actually want to promote, like, including NVIDIA, for example, You know, they're putting a lot of investment in promoting, like, you know, development of great open source models in the US.”
Arvind Jain Jul 11, 2026 ▶ 54:13 ⁠Why OpenAI and Anthropic Won't Win the App Layer | Glean Founder · 20VC with Harry Stebbings
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