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 5 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
Siddharth: The era of traditional data labeling companies is over
“I think the era of data labeling companies is over, and it's now the era of research accelerators.”
Jonathan Siddharth Dec 1, 2025 ▶ 0:00 Turing CEO Jonathan Siddharth: Who Wins in Data Labelling & Why 99% of Knowledge Work Will Disappear · 20VC with Harry Stebbings
Opinion
Siddharth: There is no AI bubble because current models are incredibly powerful
“I don't see an AI bubble. These models are incredibly powerful today.”
Jonathan Siddharth Dec 1, 2025 ▶ 0:15 Turing CEO Jonathan Siddharth: Who Wins in Data Labelling & Why 99% of Knowledge Work Will Disappear · 20VC with Harry Stebbings
Opinion
Siddharth: Traditional SaaS as we know it is completely over
“SaaS as we know it, I think is over. I think it's completely over.”
Jonathan Siddharth Dec 1, 2025 ▶ 0:20 Turing CEO Jonathan Siddharth: Who Wins in Data Labelling & Why 99% of Knowledge Work Will Disappear · 20VC with Harry Stebbings
Opinion
Siddharth: Vertical AI data is crowded, but robotics remains wide open
“The vertical stuff, like, I mean, we are scaling up pretty massively in generating data for different verticals. So I don't see that as like a big white space. But I think everybody is relatively early with robotics. And robotics is such a vast realm that ther…”
Jonathan Siddharth Dec 1, 2025 ▶ 1:05:47 Turing CEO Jonathan Siddharth: Who Wins in Data Labelling & Why 99% of Knowledge Work Will Disappear · 20VC with Harry Stebbings
Opinion
Siddharth: Developers should keep frontier AI model technology closed for safety
“I feel like for frontier models, there is some value in keeping some of the technology closed.”
Jonathan Siddharth Dec 1, 2025 ▶ 1:10:49 Turing CEO Jonathan Siddharth: Who Wins in Data Labelling & Why 99% of Knowledge Work Will Disappear · 20VC with Harry Stebbings
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