StarZero All shows Try the podcast clipper →

Dylan Patel

Founder & Chief Analyst, SemiAnalysis · 1 appearance on the record.

computed by AI from the episodes · how this works → · full disclaimer →

analystfounderexecutiveauthorinvestor@dylan522p ↗LinkedIn ↗semianalysis.com ↗

He founded SemiAnalysis in 2020, developing it into a research and advisory firm tracking the semiconductor supply chain, AI hardware architectures, and data center economics. He provides in-depth analyses of GPU scaling bottlenecks, hyperscaler capex, and competitive dynamics surrounding Nvidia and custom silicon.

66statements → 50claims → 22claims resolved → 64%fully supported → 3.82/5average certainty → 2.58/5average debate potential → 3.9/5argument clarity · the sources → 2said about them ↓

14 supported 6 partly supported 2 contradicted 6 not yet assessed 22 not checkable as stated how the 50 claims stand · each chip opens the sources

13 predictions · 37 assertions · 8 opinions · 4 insights · 3 disclosures · 1 what if · every statement was checked. The predictions and assertions are the 50 claims: statements the public record can support or contradict. 22 are resolved, 6 are not yet assessed, and 22 name no date, number or outcome precise enough to check. Everything else (opinions, insights, what ifs, disclosures) can never be settled by the record, so it carries no assessment.

The record, in short

What the tape says about how Dylan argues and how the claims held up. Everything they said, and everything said about them, is in the tabs below.

Their most notable supported claim

Assertion Supported
Patel: Huawei used shell companies to procure TSMC chips and Korean HBM
“Well, actually they were using shell companies to get chips from TSMC and using Different methods of like sneaking HBM, which is memory from, you know, Korea through Taiwan to China, right?”
Dylan Patel Feb 5, 2026 ▶ 37:32 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”

Their most notable contradicted claim

Assertion Contradicted
Patel: The US has not built wholesale new power capacity in 50 years
“America's not built power for 50 years really, right? It's like converted from coal to gas and like things like this, but like really just have not built wholesale new power on a large scale.”
Dylan Patel Feb 5, 2026 ▶ 55:21 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”

Expressed certainty vs assessment result

none yet certainty 1
none yet certainty 2
60% certainty 3
80% certainty 4
100% certainty 5

weighted support: a fully supported claim counts one, a partly supported claim counts half. Each filled bar is clickable and opens exactly those claims; "none yet" means nothing said at that certainty level has resolved yet

Argument clarity: do they answer the question? how? →

3.9 / 5 directness 4 · coherence 3.7 · precision 3.8 · compression 3.2

redirected or did not address 2 of 12 assessed questions (17%). Watch them ▸

This is a score against a rubric. It is not a rank. Every host question → answer exchange is scored with names hidden on directness, coherence, precision and compression, 1–5 each, on meaning alone: disfluencies are ignored, and only raw unedited episodes count. This is the score that measures thought. Every scored exchange, scores shown → · The rubric and its checks →

How they sound: speaking style how? →

302 words/min while actually speaking · 11.9 um and uh per 1k words

Measured by listening to the audio itself: 15,963 words across 1 episode of raw-level tape, transcribed verbatim with every um and uh kept, each one attributed only where the alignment onto our timed stream is unambiguous. These are measurements of speaking style. We do not rank them: across this corpus, fluency and argument quality are nearly uncorrelated (ρ≈0.2), and smooth talking does not signal clear thinking. How it's measured →

Everything Dylan Patel said on the MAD Podcast that made the record, most notable first. Filter by type, assessment or year in the ledger →

Prediction Open · timeframe Feb 2031
Patel: Data center power consumption will grow from 2% to 10% of US grid
“And then you've got data centers now all of a sudden coming online and going from two percent to 10% of the U S grid in just a handful of years.”
Dylan Patel Feb 5, 2026 ▶ 55:52 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Prediction Open · timeframe Dec 2030
Patel: Data centers will use under 1% of US water by 2030
“So the U.S. Grid will get to, like, 10% of power by, like, 28, 27, is data centers. For water consumption, it's not even gonna crack one percent. By the end of the decade.”
Dylan Patel Feb 5, 2026 ▶ 57:48 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Assertion Not checkable as stated
Patel: xAI's Colossus uses as much water as 2.5 In-N-Outs
“I think the metric was the entirety of Elon Musk's Colossus data center, right? Uses as much water as two and a half in and outs.”
Dylan Patel Feb 5, 2026 ▶ 59:05 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Disclosure
Patel: SemiAnalysis advised a client on buying and restarting a coal plant
“Have clients would like, had a client buy a coal plant. And we were advising them on the transaction based on, they just like showed up and they're like, yeah, we want to buy power assets.”
Dylan Patel Feb 5, 2026 ▶ 1:02:38 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Prediction Held up
Patel: OpenAI's next model will outperform Opus 4.5 around February-March
“OpenAI's new model, I think, will be better than Opus 4.5, and it's coming, like, somewhat soon in March-ish timeframe, maybe February, March-ish, but”
Dylan Patel Feb 5, 2026 ▶ 1:11:17 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Assertion Not checkable as stated
Patel: OpenAI has a better RL stack than Anthropic, but inferior pre-training
“Because OpenAI has a better RL stack than Anthropic today, it's just their pre-trained models suck compared to Anthropic's pre-training, right?”
Dylan Patel Feb 5, 2026 ▶ 1:11:26 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Assertion Not checkable as stated
Patel: Google has better pre-training than OpenAI or Anthropic, but worse RL
“Flip side, Google has a better pre-trained model than Anthropic or OpenAI, but their RL stack sucks.”
Dylan Patel Feb 5, 2026 ▶ 1:11:39 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Opinion
Patel: Opus 4.5 on Claude Code permanently changes how people work
“Opus 4.5 on Claude code is a new moment where the way you work has forever changed.”
Dylan Patel Feb 5, 2026 ▶ 1:12:04 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Prediction Not checkable as stated
Patel: AI coding UX will enable voice interaction within six months
“Give it six months, the models will be good enough that the UX can be like, talking to it.”
Dylan Patel Feb 5, 2026 ▶ 1:13:02 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Insight
Patel: AI workload scale enables 10x performance gains from specialized chips
“But now the workload is so large that there is room for specialization that will give you 10 X increases in certain domains, right?”
Dylan Patel Feb 5, 2026 ▶ 2:01 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Prediction Not checkable as stated
Patel: Most AI chips will be consumed via open-source engines, not direct programming
“I think most AI chips will not be consumed by people programming anything for it. They will download an open source inference engine, they will download an open source model, and then they will put it on the, and it's really simple to download VLM and, like, m…”
Dylan Patel Feb 5, 2026 ▶ 10:58 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Insight
Patel: AI coding startup costs are driven by pre-fill context, not decode tokens
“If you look at coding as an application and you like look at these coding companies and how much they're paying for prefill versus decode, actually majority of their cost is prefill tokens, not decode tokens, because the context is just so large and it's switc…”
Dylan Patel Feb 5, 2026 ▶ 14:52 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Assertion Not checkable as stated
OpenAI surpassed ByteDance as the largest GPU renter globally
“And so when you look at who rents the most GPUs in the world, it's three companies, right? So one of them is obviously OpenAI. Second one, actually they were bigger than OpenAI. They are bigger than OpenAI today, or no, they were bigger than OpenAI than OpenAI…”
Dylan Patel Feb 5, 2026 ▶ 25:04 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Assertion Open · timeframe Feb 2029
ByteDance is taking over 1 GW of Oracle data center capacity in Malaysia
“It's instead being built in Malaysia, and Oracle has over a gigawatt of capacity in Malaysia that ByteDance is gonna take, right?”
Dylan Patel Feb 5, 2026 ▶ 25:41 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Assertion Supported
Patel: Nvidia is backstopping CoreWeave's land and power capital needs
“NVIDIA invested two billion in CoreWeave, but what's more important is that that's like sort of just like the sticker. What's really relevant is NVIDIA is going to work with CoreWeave to acquire and backstop and all these things, the land, the power, the energ…”
Dylan Patel Feb 5, 2026 ▶ 34:34 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Opinion
Patel: Huawei is the most vertically integrated company in the world
“Always the most vertical company in the world. No company is more verticalized than Huawei, which then leads to huge innovations.”
Dylan Patel Feb 5, 2026 ▶ 35:44 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Assertion Supported
Patel: TSMC is actively manufacturing chips in Arizona for Nvidia, Apple, and AMD
“TSMC is literally making chips for NVIDIA and Apple and AMD and others in Arizona today, right?”
Dylan Patel Feb 5, 2026 ▶ 43:15 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Assertion Partly supported
Patel: Microsoft Nebius NJ data center didn't drive power price hikes
“That data center has nothing to do with power prices going up. It's super storm standee, like five years ago, knocking or whatever, how many years ago, knocking down the state's electrical infrastructure and then the, then improving all these improvements. And…”
Dylan Patel Feb 5, 2026 ▶ 47:26 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Assertion Not checkable as stated
Patel: New Waymo vehicle costs dropped from $300k to $90k-$100k
“Their Waymo's went from like 300 K to like a hundred K or 90 K, the new Waymo car.”
Dylan Patel Feb 5, 2026 ▶ 47:59 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Prediction Open · timeframe Dec 2026
Patel: Hyperscaler capex will reach roughly $500 billion this year
“Hyperscalers capex is going to be like five hundred billion dollars this year or something like this.”
Dylan Patel Feb 5, 2026 ▶ 50:11 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Assertion Not checkable as stated
Patel: Much of current AI infrastructure spending yields no immediate financial return
“That's what's happening today is that people are spending all this infra money on infra and there's no return for a lot of it, right? A lot of it is just doing research and like trying to get adoption and it's free users.”
Dylan Patel Feb 5, 2026 ▶ 54:38 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Assertion Contradicted
Patel: The US has not built wholesale new power capacity in 50 years
“America's not built power for 50 years really, right? It's like converted from coal to gas and like things like this, but like really just have not built wholesale new power on a large scale.”
Dylan Patel Feb 5, 2026 ▶ 55:21 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Assertion Supported
Patel: Meta's Louisiana data center will reach 4 to 5 gigawatts
“Meta's data center in Louisiana is getting protested because the water It's gonna be the largest data center in the world. It's gonna be like four or five gigawatts, at least announced so far.”
Dylan Patel Feb 5, 2026 ▶ 1:00:06 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
Opinion
Patel: Nuclear power is not relevant for short-term AI energy needs
“I'm not necessarily bullish nuclear. Existing nuclear, fine, yeah, it'll, it'll, it can find a higher buyer, higher priced buyer, but majority of it will be gas.”
Dylan Patel Feb 5, 2026 ▶ 1:02:04 Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”

Show 18statements(18 left)

The other half of the tape: Dylan Patel's own voice is left out of every number here. Other people bring the name up 2 times in 2 episodes on the MAD Podcast. every mention, with the transcript →

Who brings them up most Nathan Benaich 1Ivan Borzin 1

Every mention by year

tap a year for its mentions
001111202420252026episodesmentions
011202420252026episodes it came up in
000.50.511202420252026episodesmentions per episode
2026 1 mention in 1 episode
2024 1 mention in 1 episode

Appearances (1)

EpisodeDateSpeaking time
Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled” Feb 5, 2026 1h 3m
Made with StarZero

Turn any episode into a week of clips.

This entire site, over 400 conversations transcribed, diarized, checked and made playable, runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the moments worth sharing, cuts them, captions them, and reframes them for every feed.

Try the podcast clipper Learn more