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 10 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 1 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
Taylor: The craft of software engineering will completely change by 2027
“The actual craft of software engineering that we're doing right now I think it's literally a fact that it'll be completely different two years from now.”
Bret Taylor Dec 23, 2025 ▶ 18:02 Be Your Best in 2026: The Most Important Lessons from The Knowledge Project (2025)
Prediction Not checkable as stated
Taylor: The craft of software engineering will be completely different by 2027
“And if I look at the actual craft of software engineering that we're doing right now I think it's literally a fact that it'll be completely different two years from now.”
Bret Taylor Apr 15, 2025 ▶ 27:58 Bret Taylor: A Vision for AI’s Next Frontier
Prediction Not checkable as stated
Taylor: AI model market will consolidate into a few massive capex players
“I think we have probably have too many people building models right now. There's already been some consolidation actually of companies being folded into Amazon and Microsoft and others. But I do think it will play out a bit like the cloud infrastructure busine…”
Bret Taylor Apr 15, 2025 ▶ 1:01:32 Bret Taylor: A Vision for AI’s Next Frontier
Prediction Not checkable as stated
Taylor: ChatGPT will be the primary delivery mechanism for AGI
“Is I do think that, It will be the delivery mechanism for AGI when it's produced, and not just because of the many researchers at OpenAI, but because of the amazing, like, utility it's become from individuals.”
Bret Taylor Apr 15, 2025 ▶ 1:08:33 Bret Taylor: A Vision for AI’s Next Frontier
Prediction Not checkable as stated
Taylor: AI will shift intellectual power from deep specialists to cross-domain generalists
“I have a completely personal theory that it will benefit deep generalists in a lot of ways, too, because your ability to understand a fair amount in a lot of domains, and leveraging AI knowing where to prompt the AI to go explore and bringing together those do…”
Bret Taylor Apr 15, 2025 ▶ 1:26:15 Bret Taylor: A Vision for AI’s Next Frontier
Prediction Not checkable as stated
Taylor: Software engineering supply is not close to being solved by AI
“At some point, we will be we will no longer be supply constrained in software, but we're not anywhere close to it right now, and you're taking something that has always been the scarce resource, which is software engineers, and you're making it not scarce, and…”
Bret Taylor Apr 15, 2025 ▶ 1:44:19 Bret Taylor: A Vision for AI’s Next Frontier
Prediction Not checkable as stated
Taylor: AI agents will rapidly erode legacy seat-based software pricing models
“AI, I think, will change the landscape of software to be tools of productivity that, to agents that actually accomplish tasks, and I think it will Help some companies who, for whom that's a amplifies their existing value proposition and it will really hurt oth…”
Bret Taylor Apr 15, 2025 ▶ 1:49:55 Bret Taylor: A Vision for AI’s Next Frontier
Prediction Not checkable as stated
Bret Taylor: Personal AI agents will take a while to become robust
“I think it might be a really hard product to build because when you think about all the different services and people you interact with every day, it's kind of everything. So it's not, it has to generalize a lot to be useful to you. And because of the Personal…”
Bret Taylor Apr 15, 2025 ▶ 1:52:42 Bret Taylor: A Vision for AI’s Next Frontier
Prediction Not checkable as stated
Taylor: Self-driving software will likely shift to monolithic models replacing heuristics
“A lot of smart people think that eventually it'll probably be a more monolithic model that encodes many of the same rules. You have to throw out a lot of code in that transition, but it doesn't mean it's not the right thing to do.”
Bret Taylor Apr 15, 2025 ▶ 1:40:13 Bret Taylor: A Vision for AI’s Next Frontier
Prediction Open · timeframe Apr 2030
Bret Taylor: Most people will use one or two personal AI agents daily
“One is personal agents, so I do think that most people will have Probably one, but maybe a couple AI agents that they use on a daily basis that are essentially amplifying themselves as an individual.”
Bret Taylor Apr 15, 2025 ▶ 1:51:51 Bret Taylor: A Vision for AI’s Next Frontier
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