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 15 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
Bret Taylor: Autonomous agents will replace form-and-field software interfaces
“The future of software is agents. So, rather than having a web browser with forms and fields that we click on, we will delegate tasks to agents that will operate against a database somewhat autonomously.”
Bret Taylor Jan 28, 2026 ▶ 3:33 Is AI Killing Software? — With Bret Taylor, OpenAI's board chair and CEO of Sierra
Prediction Not checkable as stated
Bret Taylor: Importance of Traditional Software Dashboards Will Decline
“I think the importance of dashboards will go down. A point of a dashboard is so a human can stare at it and derive some insights. I think that probably AI can serve a very meaningful role in deriving insights from your data”
Bret Taylor Jan 28, 2026 ▶ 6:19 Is AI Killing Software? — With Bret Taylor, OpenAI's board chair and CEO of Sierra
Prediction Open · timeframe Jan 2031
Bret Taylor: AI Agents Will Shift Software Toward Outcomes-Based Pricing
“I would argue that actually, I think agents will go the way of outcomes based pricing where, you know, for example, at CIRA, we charge per resolved case for our customer service agents. I think if you made an agent to Audit your financials. You should pay per …”
Bret Taylor Jan 28, 2026 ▶ 12:51 Is AI Killing Software? — With Bret Taylor, OpenAI's board chair and CEO of Sierra
Prediction Not checkable as stated
Bret Taylor: Personal AI agents will be the internet's front door
“I think ChatGPT is already the front door for the internet for many people, and I would say, if you look at, like, ChatGPT, Gemini, and the like, I think your personal AI agent will be your front door to the internet.”
Bret Taylor Jan 28, 2026 ▶ 16:59 Is AI Killing Software? — With Bret Taylor, OpenAI's board chair and CEO of Sierra
Prediction Not checkable as stated
Bret Taylor: Consumers will have personal AI agents within four years
“And consumers over the next three or four years will have their own agents.”
Bret Taylor Jan 28, 2026 ▶ 17:58 Is AI Killing Software? — With Bret Taylor, OpenAI's board chair and CEO of Sierra
Prediction Not checkable as stated
Bret Taylor: Agent decision-making will disrupt SEO and internet economics
“In those moments where you're delegating basically decision making to your agent, it really changes a lot of the mechanics and economics of the internet. SEO, SEM, all these things that have been awesome, optimized towards persuasion of humans, all of a sudden…”
Bret Taylor Jan 28, 2026 ▶ 18:17 Is AI Killing Software? — With Bret Taylor, OpenAI's board chair and CEO of Sierra
Prediction Not checkable as stated
Taylor: AI agents will handle most customer interactions instead of websites
“Your AI agent is going to be your digital front door, and most of your customer interactions will happen via your AI agent, not by, from your mobile app or your website, even if they exist in those platforms,”
Bret Taylor Jan 28, 2026 ▶ 23:13 Is AI Killing Software? — With Bret Taylor, OpenAI's board chair and CEO of Sierra
Prediction Not checkable as stated
Taylor predicts AI will discover incomprehensible new technologies within 25 years
“In my lifetime, hopefully, 25 years from now, there will be things that today I wouldn't understand, and jobs I don't understand technologies that were hopefully discovered by AI”
Bret Taylor Jan 28, 2026 ▶ 28:45 Is AI Killing Software? — With Bret Taylor, OpenAI's board chair and CEO of Sierra
Prediction Not checkable as stated
Taylor: AI Agents Will Disrupt Outsourced Software Development
“Where you had a dynamic where a company was outsourcing software development to save costs, the cost of the AI agent might be less than the cost of the outsourced I'll say resource even, so it's somewhat a dehumanizing term, but Often the term used in the indu…”
Bret Taylor Jan 28, 2026 ▶ 41:30 Is AI Killing Software? — With Bret Taylor, OpenAI's board chair and CEO of Sierra
Prediction Not checkable as stated
Taylor: AI is in a bubble, but generational companies will emerge
“I think there'll be a period of consolidation. Well, that was always my joke. Your perspective on the dot-com bubble is very different if you went all in on buy.com versus amazon.com. And so you're gonna have some companies go out of business. I think more lik…”
Bret Taylor Jan 28, 2026 ▶ 55:57 Is AI Killing Software? — With Bret Taylor, OpenAI's board chair and CEO of Sierra
Prediction Not checkable as stated
Taylor expresses confidence OpenAI can introduce ads without breaking user trust
“I'm confident the team can do it in a way that, you know, compliments that experience rather than it competes with it.”
Bret Taylor Jan 28, 2026 ▶ 44:55 Is AI Killing Software? — With Bret Taylor, OpenAI's board chair and CEO of Sierra
Prediction Not checkable as stated
Bret Taylor: 'Vibe coding' term will fade as user-modified software becomes standard
“I actually think the term vibe coding will be like information superhighway where it's a term we don't use in the future because the idea that your software is something that you can change yourself will be something we expect rather than a novel concept.”
Bret Taylor Jan 28, 2026 ▶ 2:30 Is AI Killing Software? — With Bret Taylor, OpenAI's board chair and CEO of Sierra
Prediction Not checkable as stated
Taylor: Consulting Firms Must Shift from Coding to Change Management
“So I think a lot of these consulting firms will probably need to transition away from you know the billable hours of the hands on the keyboard and more towards change management, strategic consulting.”
Bret Taylor Jan 28, 2026 ▶ 42:14 Is AI Killing Software? — With Bret Taylor, OpenAI's board chair and CEO of Sierra
Prediction Not checkable as stated
Taylor: Existing AI models are sufficient for most everyday tasks
“And I think it's gonna probably over the next few years amplify, which is for a given task, the models from last year are sufficient. And the new models will be necessary to achieve some semblance of super intelligence or artificial general intelligence, but w…”
Bret Taylor Jan 28, 2026 ▶ 48:05 Is AI Killing Software? — With Bret Taylor, OpenAI's board chair and CEO of Sierra
Prediction Not checkable as stated
Taylor: Society Will Recognize AI's Scientific Impact Within a Year
“I think we will see a set of things like that math conjecture that's proven where society outside of the realm of, like, my social circle starts to acknowledge the impact that AI's gonna have on science, and I think that will, in a good way, change the positiv…”
Bret Taylor Jan 28, 2026 ▶ 59:39 Is AI Killing Software? — With Bret Taylor, OpenAI's board chair and CEO of Sierra
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