The Ledger

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why aren't all 22 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
Brockman: OpenAI Has Definitive Line of Sight to AGI in 2026
“And I think that we have definitively answered that question of it's, it is going to go to AGI. Like we see line of sight and that it is at this point, we have line of sight to these much better models that are coming this year.”
Greg Brockman Apr 1, 2026 ▶ 7:44 OpenAI President Greg Brockman: AI Self-Improvement, The Superapp Bet, Path To AGI, Scaling Compute
Prediction Not checkable as stated
Brockman: AGI Capable of Any Computer Task Will Arrive Within Years
“I think it's extremely clear that we are going to have AGI within the next couple years in a way that is still going to be jagged, but that the floor of task will just be almost for any intellectual task of how you use your computer. The AI will be able to do …”
Greg Brockman Apr 1, 2026 ▶ 37:25 OpenAI President Greg Brockman: AI Self-Improvement, The Superapp Bet, Path To AGI, Scaling Compute
Prediction Not checkable as stated
Brockman: AI Compute Demand Will Outstrip Supply, Selling Out Every Provider
“I do think there's a bit of an attractor state where just like from a business model perspective, every provider sells out all their compute. Right. I think that is just like the world that we're heading towards, where there just is not going to be enough comp…”
Greg Brockman Jul 1, 2026 ▶ 25:14 OpenAI President Greg Brockman: Our Plan To Merge Chat And Agents
Prediction Not checkable as stated
Brockman: Current frontier AI intelligence will become mundane and cheaper within a year
“I think frontier intelligence will always be something that is going to be, you know, it's always going to be the priciest thing. But I think that a year from now, that level of intelligence is going to feel pretty mundane and like, you know, going to be much …”
Greg Brockman Jul 1, 2026 ▶ 32:10 OpenAI President Greg Brockman: Our Plan To Merge Chat And Agents
Prediction Not checkable as stated
Brockman: Every AI provider will sell out all their compute
“I do think there's a bit of an attractor state where just like from a business model perspective, every provider sells out all their compute. I think that is just like the world that we're heading towards, where there just is not going to be enough compute to …”
Greg Brockman Jun 26, 2026 ▶ 3:27:40 Big Technology AI Summit (full): Greg Brockman, Mike Krieger, Aaron Levie & Friends of The Podcast
Prediction Not checkable as stated
Brockman predicts AI stack prices and margins will continue increasing
“And again, I think it's going to keep happening where because everyone has this avalanche of demand that you're going to see prices and margins and all of these things continuing to increase at various levels of the stack.”
Greg Brockman Jun 26, 2026 ▶ 3:37:45 Big Technology AI Summit (full): Greg Brockman, Mike Krieger, Aaron Levie & Friends of The Podcast
Prediction Not checkable as stated
Brockman: Massive infrastructure bets are still insufficient to prevent compute scarcity
“Still not enough. We're gonna feel the scarcity. We're gonna feel it. We're feeling it already. You can sense it right now on people who are trying to use these agents and just simply cannot, you know, hitting the rate limits. So we're working on behalf of our…”
Greg Brockman Apr 23, 2026 ▶ 25:03 OpenAI President Greg Brockman on GPT-5.5 “Spud,” AI Model Moats, and Cybersecurity Risks
Prediction Not checkable as stated
Brockman: AI knowledge work will see a real takeoff within the next year
“We're going to see this real takeoff Of this technology and knowledge work over the next year.”
Greg Brockman Apr 1, 2026 ▶ 5:11 OpenAI President Greg Brockman: AI Self-Improvement, The Superapp Bet, Path To AGI, Scaling Compute
Prediction Not checkable as stated
Brockman: OpenAI Automating Its Own Research Scientists' End-to-End Workflows
“And at a practical level, I think I would view it as ex, is taking the full end to end of what one of our research scientists does and be able to do that in Silicon.”
Greg Brockman Apr 1, 2026 ▶ 31:02 OpenAI President Greg Brockman: AI Self-Improvement, The Superapp Bet, Path To AGI, Scaling Compute
Prediction Not checkable as stated
Brockman: AI capabilities working today will be incredibly reliable within a year
“But it is all indicated by what's kind of working right now, certainly within a year, sometimes much sooner is going to be incredibly reliable.”
Greg Brockman Apr 1, 2026 ▶ 40:44 OpenAI President Greg Brockman: AI Self-Improvement, The Superapp Bet, Path To AGI, Scaling Compute
Prediction Not checkable as stated
Brockman: AI Agents Will Democratize Entrepreneurship by Autonomously Running Businesses
“The democratization of entrepreneurship is absolutely coming. And I'll say, here's these problems, there's this customer that's upset, you know, that they want to talk to a real human, like, you should go talk to them, like, all of that's going to happen.”
Greg Brockman Apr 1, 2026 ▶ 48:03 OpenAI President Greg Brockman: AI Self-Improvement, The Superapp Bet, Path To AGI, Scaling Compute
Prediction Not checkable as stated
Brockman: AI Will Produce 'AlphaGo Moments' Across All Scientific and Creative Domains
“That is going to happen in every single domain. It will happen in science, in math, in physics, in chemistry, it's going to happen in material science, it's going to happen in biology, it's going to happen in healthcare, drug discovery, but it may also even ha…”
Greg Brockman Apr 1, 2026 ▶ 48:40 OpenAI President Greg Brockman: AI Self-Improvement, The Superapp Bet, Path To AGI, Scaling Compute
Prediction Not checkable as stated
Brockman: AI will transform the economy even with zero further technical progress
“So I think that even with no further progress, there's still a massive shift that will happen. The economy being powered by compute and AI is still going to happen.”
Greg Brockman Apr 1, 2026 ▶ 49:23 OpenAI President Greg Brockman: AI Self-Improvement, The Superapp Bet, Path To AGI, Scaling Compute
Prediction Not checkable as stated
Brockman: AI and Compute Will Be the Primary Driver of Economic Growth
“The highest order bit on how this economy grows from here will be about AI, how well you can leverage AI and the computational power you have available to power it.”
Greg Brockman Apr 1, 2026 ▶ 58:22 OpenAI President Greg Brockman: AI Self-Improvement, The Superapp Bet, Path To AGI, Scaling Compute
Prediction Not checkable as stated
Brockman: Everyone in AI Will Face Severe Compute Shortages This Year
“And I think that we will see even this year, how everyone who is participating is going to be compute strapped.”
Greg Brockman Apr 1, 2026 ▶ 59:39 OpenAI President Greg Brockman: AI Self-Improvement, The Superapp Bet, Path To AGI, Scaling Compute
Prediction Not checkable as stated
Brockman: Top AI Models Will Face Compute-Driven Outages Within Six Months
“Six months from now, I think that everyone will feel it. And I think that we will all feel the pain of there's an awesome model. And there's just no availability because there's not enough compute.”
Greg Brockman Apr 1, 2026 ▶ 1:01:16 OpenAI President Greg Brockman: AI Self-Improvement, The Superapp Bet, Path To AGI, Scaling Compute
Prediction Not checkable as stated
Brockman: AI Will Be the Primary Source of Future National Security
“I think this will be the source of economic and national security going forward. I think it's going to be about national competitiveness and that there are other countries like China where AI pulls in the exact opposite direction.”
Greg Brockman Apr 1, 2026 ▶ 1:05:18 OpenAI President Greg Brockman: AI Self-Improvement, The Superapp Bet, Path To AGI, Scaling Compute
Prediction Not checkable as stated
Brockman: People will use a single AI agent across personal and work contexts
“And so you kind of are just going to want a single agent that has access to your context. And this will be true in personal life. This will be true in a business context, right?”
Greg Brockman Jul 1, 2026 ▶ 16:13 OpenAI President Greg Brockman: Our Plan To Merge Chat And Agents
Prediction Held up
Brockman: Future voice AI will process input and output simultaneously
“The obvious thing that you want to accomplish is a model An AI that works much more like you and I do, right? That's able to process input at the same time it's processing output. And all of that is, of course, something that many people in this field are tryi…”
Greg Brockman Jun 26, 2026 ▶ 3:22:08 Big Technology AI Summit (full): Greg Brockman, Mike Krieger, Aaron Levie & Friends of The Podcast
Prediction Open · timeframe Jun 2027
Brockman: Today's frontier AI intelligence will be much cheaper within a year
“I think the thing you should anticipate is that over a year long time horizon to get to today's level of intelligence that feels very premier, it's going to be much cheaper. But there's going to be a new thing that is going to be so much better.”
Greg Brockman Jun 26, 2026 ▶ 3:35:44 Big Technology AI Summit (full): Greg Brockman, Mike Krieger, Aaron Levie & Friends of The Podcast
Prediction Not checkable as stated
Brockman: Future voice AI will process input and output simultaneously
“And so the obvious thing that you want to accomplish is a model An AI that works much more like you and I do, right? That's able to process input at the same time it's processing output. And all of that is, of course, something that many people in this field a…”
Greg Brockman Jul 1, 2026 ▶ 19:53 OpenAI President Greg Brockman: Our Plan To Merge Chat And Agents
Prediction Not checkable as stated
Brockman: New Models Will Only Feel Different in Intelligence-Bottlenecked Domains
“I think that it will be A similar story where you, when you release it, there will be people who will try it and be like, this is a night and day different than anything I've seen. And then there will be some applications where we weren't necessarily intellige…”
Greg Brockman Apr 1, 2026 ▶ 26:43 OpenAI President Greg Brockman: AI Self-Improvement, The Superapp Bet, Path To AGI, Scaling Compute
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