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.
why aren't all 31 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 2 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
Kim: AI Recursive Self-Improvement Could Arrive Within Nine Months, Massively Draining Compute
“RSI, I think, is a lot closer than people think. And if RSI actually happens in the next three, six, nine months, That's gonna soak up insane amount of compute.”
Tae Kim: NVIDIA United the Tech Industry Against Anthropic
“I think it's been very impressive what they've been, they've basically united the entire tech industry against Anthropic in the last, like, three, four days.”
Kim: $200B in Current Hyperscaler AI CapEx Will Generate Massive Free Cash Flow
“So that's why you're investing two hundred billion dollars now, and in a year or two, we're gonna see insane amounts of free cash flow.”
Tae Kim: Agentic AI growth in next 6-9 months will exceed expectations
“Right now Agentsic AI is taking off, and the next six, nine months are going to be bigger than anyone believes”
Kim: Nvidia's US-China regulatory approvals will drive billions in H200 orders
“And one thing that kind of went under the radar, Jensen literally said at GTC they got license approvals on both the U.S. And China side, so we're gonna see billions of dollars of H 200 orders.”
Kim: The rise of AI agents will drive massive server CPU demand
“AI agents need more CPUs. The ARM CEO talked about four times more CPU quarter cores versus last year's kind of AI infrastructure model. So we're gonna see this massive Demand for CPUs that people aren't really understanding it. Because AI agents, the whole th…”
Kim: Elon Musk will pitch space-based GPU satellites for SpaceX IPO
“I think Elon's pitch with the SpaceX IPO, and we'll see it in the coming months, is the AI compute, it's gonna be so, there's gonna be so much demand over the next five, 10 years, that you're gonna have to use these SpaceX satellites that have GPUs in them. To…”
Kim: CoreWeave sees GPUs lasting six years and retaining 95% pricing
“Like CoreWeave has talked about these things are lasting five to six years and they're getting like almost 90, 95% of the pricing.”
Kim: Rental capacity for six-year-old GPUs remains completely sold out
“Like, all the GPU rental prices, even for stuff that's six years old, Is still being sold out and it the AI compute demand outpacing supply is so large that this is not an issue right now.”
Kim: AI chatbots threatening search positions Meta better than Google
“Like, no one's going to replace better digital ad position. I mean, like, I would even say in the AI world, they're even better positioned, because Google might lose digital ad share to AI chatbots, their search position in the future. So, like, no one's going…”
Kim: Media Misconstrued Mark Zuckerberg's AI Remarks to Falsely Claim CapEx Cuts
“I think we saw earlier this month I think Reuters quoted, like Zuckerberg's about agentic AI. They took it out of context, and then every Media person was with the hot take that this Meta was seeing bad returns, and they're going to cut CapEx, and then we had …”
Tae Kim: Apple Would Benefit Most From Open-Weight AI Models
“Apple's the one, which is kind of strange, because they're the one that would most benefit from open source, open weight models being, you know, more available, I would think, but I don't know what Apple.”
Tae Kim: Kimi is a 2.8T parameter model requiring massive compute
“This is not a tiny efficient model. This is 2.8 trillion parameters. It's going to require a ton of compute to serve.”
Kim: NVIDIA will add major revenue over two years via locked-up supply
“Over the next year or two, you're going to see NVIDIA able to add tons of revenue because they were able to lock up all the supply components.”
Kim: Geopolitical fears are causing an irrational Nvidia stock drawdown
“Just like tariffs a year ago, NVIDIA had a 30% drawdown when their business was actually flying, the actual final of their business. I think the same thing is happening here with the Iran war. Things will eventually subside”
Kim: Jensen Huang secured memory and CoWoS supply agreements early
“He locked up all the supply agreements for memory, COOS, you know, connectors ahead of time.”
Kim: Nvidia's $25B open-source investment won't compete directly with OpenAI
“It's not a huge, I think it's like twenty five billion over the next few years, which doesn't really compete with what OpenAI and Anthropik are doing.”
Kim: Jensen Huang's relationships secure Nvidia preferential TSMC wafer allocations
“NVIDIA is in the driver's seat because Jensen goes there five, six times a year and he has best friends at TSMC and speaks at their employee day. So they're going to get higher. They are getting a higher allocation to wafers and all that stuff.”
Kim: ASML and Applied Materials lack capacity for Elon Musk's TerraFab
“TerraFab, I'm not that optimistic. I mean, it's so hard to do with that. Because TSMC is so short that, you know, Elon needs to find, but even then, like, how are they going to buy, like, semi-cap equipment from ESML and AMAT? Like, there, there's just no capa…”
Kim: Mark Zuckerberg may waste $100 billion on frontier AI models
“I mean, reality labs, he made a waste of 70 to eighty billion dollars. He may waste a hundred billions of dollars on, on these Frontier AI models.”
Kim: Negative AI Stock Sentiment Driven by Retail and Hedge Fund Unwinds
“So, I think sentiment's very negative. I've kind of had this Huge up, parabolic up move the last few months, and likely a lot of retail and hedge funds piled in, and we were seeing this unwind now.”
Kim: Meta Will Need Six to Twelve Months for Further AI Progress
“It's going to take time. It's going to take six to 12 months before we see any more progress.”
Kim: AMD CEO Lisa Su Raised Data Center AI Forecast to $220B
“Lisa Su raised her CPU, a genetic CPU forecast. Just three months ago, it was a hundred twenty billion for 20 to 30. Three months later, they raised it to two hundred twenty billion.”
Tae Kim: Morgan Stanley estimates AI inference yields 60-80% margins
“Like Morgan Stanley says, if you do inference, it's 60 to 80% profit margins, right?”
Kim: NVIDIA's $50B data center lease requires a 30-year renewal
“It's like a 15 year lease and it's only fifty billion dollars if they renew the lease after 15 years. So it's like over 30 years if they renew it.”
Kim: Meta, Google, and Nvidia engineers report severe AI compute shortages
“I met with dozens of engineers at Meta, Google, NVIDIA. And all of them are seeing crazy inference demand and AI compute shortages.”
Kim: Stacking memory directly on GPUs will be a major hardware innovation
“Both chief scientists talked about stacking memory right on top of the GPU or TPU, and that's gonna be a huge innovation in the coming months or years.”
Kim: Nvidia and hyperscalers won't switch to Arm's standalone server CPUs
“I don't really expect the major hyperscalers like Amazon to switch to ARM's, you know product offering. They have their own. And same with NVIDIA. They have their own ARM CPU that they're gonna incorporate and sell.”
Kim: The semiconductor supply chain holds six to nine months of helium
“This is a risk, but there is probably like six months, six to nine months of inventory in the channel.”