2차 세계대전 시기의 작전이 오늘날 AI 경쟁을 형성하다

THE DAILY H.E.A.T. Torching Wall Street’s Obsolete Playbook. Delivered straight to your inbox 5 days a week. Subscribe Home Posts The WWII Era Move That's Shaping Today's AI Race The WWII Era Move That's Shaping Today's AI Race Why the AI buildout is gated by a one-year grinding cycle in southern Germany — and where the bottleneck rent actually flows. May 8, 2026 I’ve been a trader and investor for 44 years. I left Wall Street long ago—-once I understood that their obsolete advice is designed to profit them, not you. Today, my firm manages around $4 billion in ETFs, and I don’t answer to anybody. I tell the truth because trying to fool investors doesn’t help them, or me. In Daily H.E.A.T. , I show you how to Hedge against disaster, find your Edge, exploit Asymmetric opportunities, and ride major Themes before Wall Street catches on. Table of Contents Disclosure Day: A Playbook For Investors If The Go … H.E.A.T. News vs. Noise: What’s Moving Markets Today Heading 1 ETF News In Case You Missed It Our next webinar will be May 14th at 2PM ET. Disclosure Day: A Playbook For Investors If The Government Confirms It Has Alien Technology Click HERE To Register Live Webinar from Matt Tuttle On February 19, President Trump started the countdown to potentially the biggest government disclosure in history: www.whatifdisclosure.com/webinar/?utm_source=tuttle&utm_medium=general&utm_campaign=mayufodwebinar H.E.A.T. THE STORY EVERYONE TELLS ABOUT ASML IS ONE LAYER TOO HIGH In April 1945, days before the U.S. handed Thuringia to the Soviets, the Third Army drove a convoy of reportedly 122 scientists, engineers, and several truckloads of blueprints out of Jena and resettled them in a quiet village called Oberkochen, deep inside what would become the American zone. The cargo was Carl Zeiss — the world's leading precision optics company. The Americans understood, even then, that whoever held the optics held the future of the war that came after. Eighty-one years later, that same factory is the physical chokepoint of the entire artificial intelligence buildout. Not metaphorically. Literally. Every dollar of NVIDIA's market cap, every gigawatt of hyperscaler data center capex, every Sovereign AI announcement out of Riyadh and Abu Dhabi — all of it ultimately routes through a vacuum chamber in Oberkochen where ion beams shave individual atoms off a thousand-kilogram block of glass-ceramic for twelve months at a time. The consensus story about the AI supply chain stops at ASML. Sophisticated investors know the chain by heart: NVIDIA designs, TSMC fabricates, ASML supplies the lithography. ASML is treated as the bottleneck — the one company that can't be replicated, the EUV monopoly, the keystone. That story is correct as far as it goes. It just doesn't go far enough. ASML is not the bottleneck. Carl Zeiss SMT is the bottleneck. ASML cannot ship a Twinscan EXE:5200 — the $400 million high-NA EUV machine the next generation of AI chips requires — without sixteen mirrors that take Zeiss roughly a year each to grind. The capital constraint at ASML is real but solvable: build more clean rooms, hire more engineers, raise more money. The Zeiss constraint is not capital. It is time, atoms, and a thirty-year accumulation of metrology that no rival on earth can replicate. Nikon and Canon both quit. The bottleneck is gated by physics. "ASML cannot ship the EXE:5200 without sixteen mirrors that take roughly a year each to grind. The constraint is not capital. It is atoms." ANATOMY OF THE REAL CHOKEPOINT Each Zeiss SMT mirror starts as a roughly tonne-scale block of zero-expansion glass-ceramic. It is then placed inside a vacuum chamber and corrected via ion beam figuring — a process that removes material in atomic-scale increments. The target flatness is on the order of 0.1 nanometer — meaning that if you scaled the mirror to the size of Germany, the highest bump on its surface would be roughly one-tenth of a millimeter. The error budget is, effectively, measured in atoms. Each Twinscan EXE:5200 requires a full set of these mirrors — reported in the industry literature as roughly sixteen per tool. Mirrors within a set are processed in parallel, so the per-tool wait is not additive. But Zeiss's total optics-set throughput is still the hard cap on the high-NA program — and that throughput is gated by metrology capacity, accumulated process knowledge, and a manufacturing recipe that does not scale on a quarterly timeline. Industry sources put the per-mirror grinding cycle at approximately twelve months. The mirrors are inspected using metrology tools that Zeiss also designed and built in-house — the only instruments on earth capable of measuring the errors that need correcting. This is the real moat. Competitors can't catch up because they can't even see the microscopic deviations they would need to fix. The implication is that the rate-limiting step of the AI buildout is not silicon, not capital, not power, and not even ASML's clean-room throughput. It is the mirror-grinding cycle in Oberkochen. ASML can in principle scale assembly. Zeiss cannot meaningfully scale ion beam figuring without rebuilding twenty years of process knowledge inside a second factory. That is the kind of expansion that takes a decade, not a quarter. $400M Cost per Twinscan EXE:5200 ASML investor disclosures 16 Zeiss mirrors required per machine ASML / Zeiss SMT ~12 mo. Grinding cycle per mirror Industry sources 0.1 nm Required mirror flatness Zeiss SMT process specs SPOTLIGHT The Investability Problem — and Where the Rent Actually Flows Carl Zeiss SMT is wholly owned by Carl Zeiss AG, which is in turn owned by the Carl Zeiss Foundation — a private German foundation. There is no Zeiss equity to buy. The bottleneck is real, but the direct security does not exist. That makes this a more interesting investment problem, not a less interesting one. The Zeiss rent has to flow somewhere. It flows to four places, and the market is pricing them inconsistently. 1. ASML itself. ASML owns 24.9% of Carl Zeiss SMT. Every mirror Zeiss ships generates an indirect economic interest for ASML shareholders. More importantly, ASML's monopoly is structurally protected by the Zeiss bottleneck — the same physics that prevents competitors from replicating ASML's machines also prevents them from replicating ASML's mirror supply. The market treats ASML as an EUV monopoly. It is actually a Zeiss-secured EUV monopoly, which is the stronger position. 2. The first customer to install the EXE:5200. When supply is rationed by atoms, queue position is the asset. Intel has publicly committed to being the first foundry to install high-NA EUV at scale, at its Oregon facility — backed by a combination of corporate capital and U.S. government support. TSMC, by contrast, is delaying the transition to preserve margin on existing N3/N2 nodes. If Intel's bet works, the EXE:5200 becomes a competitive weapon — Intel ships 1.4nm before TSMC, and Apple/NVIDIA face their first real foundry alternative in fifteen years. 3. The second-order beneficiaries. Every EXE:5200 requires not just Zeiss mirrors but a full constellation of supporting equipment that is structurally tied to high-NA EUV. Lasertec is the sole supplier of EUV mask inspection tools. Cymer (owned by ASML) supplies the EUV light source. The photoresist chemistry shifts — JSR (taken private by JIC), Tokyo Ohka Kogyo, and Shin-Etsu all have new SKUs that get pulled in. None of these are substitutable. None of them are priced as if 1.4nm is real. 4. The chip designers who get to N1.4 first. A 15% speed boost or 30% power reduction at the same area is a generational competitive advantage in AI inference. NVIDIA and Apple are at the front of the queue at TSMC. If Intel's foundry execution holds, U.S. AI silicon — including potentially custom hyperscaler accelerators — gains the first credible alternative supply path. The point. The Zeiss bottleneck is not a stock. It is a rent stream that is currently underpriced at every layer of the chain except ASML itself. The trade is to position upstream of the customer queue — in the equipment and materials layer — rather than chasing the chip designers everyone already owns. THE TRADE, IN ONE LINE Long the high-NA EUV ecosystem — ASML, Intel, and the small constellation of irreplaceable second-order suppliers — into the 1.4nm transition. The chip designers are correctly priced. The equipment and materials layer that physically gates the transition is not. Below we tier the names by conviction. Tier 1 is structurally insulated from timing risk. Tier 2 requires Intel's foundry execution to hold. Tier 3 is the asymmetric, less-followed exposure. WINNERS — TIERED BY CONVICTION TIER NAME / TICKER LAYER THESIS Tier 1 ASML (ASML) Equipment Owns 24.9% of Carl Zeiss SMT. The Zeiss bottleneck protects ASML's monopoly more durably than the market understands — competitors can't replicate the mirrors, not just the machines. Every EXE:5200 shipped is a multi-year revenue annuity. Wins on both volume and the margin step-up high-NA represents. Tier 1 Lasertec (6920 JP) Equipment Sole supplier of EUV mask blank and pellicle inspection tools. There is no second source. As high-NA scales, mask defectivity tolerances tighten, and Lasertec's tools become more — not less — necessary per wafer. The cleanest pure-play on the EUV transition outside ASML itself. Tier 1 Tokyo Electron (8035 JP) Equipment Coater/developer monopoly for EUV photoresist application — every EUV wafer passes through a TEL track. Also dominant in atomic-layer deposition and etch. Wins on every EXE:5200 deployed regardless of which foundry buys it. Tier 2 Intel (INTC) Foundry / Designer First customer for EXE:5200 at scale, in Oregon. Intel has effectively bought its place in the high-NA queue with a combination of corporate capital and government-backed support — the asymmetric bet on the U.S. winning back leading-edge logic. Risk: foundry execution at 14A is not yet proven on customer tape-outs. Catalyst: first external customer 14A milestone. Tier 2 Applied Materials (AMAT) Equipment The deposition and etch toolset has to evolve in lockstep with high-NA. Selective etch, advanced patterning, and the materials shift to new dielectrics all pull AMAT content per wafer higher at 1.4nm. Less concentrated exposure than Lasertec but a broader bet on the node transition. Tier 3 Shin-Etsu Chemical (4063 JP) Materials Dominant in EUV photoresist and silicon wafers. Materials intensity per wafer rises at 1.4nm because the chemistry tolerances tighten. Underfollowed by U.S. semi investors. Quietly compounds on every node transition. Tier 3 TOK / Tokyo Ohka Kogyo (4186 JP) Materials EUV-specific photoresist supplier with disproportionate share at advanced nodes. Pure-play exposure to the resist chemistry shift that high-NA demands. Small-cap by Japanese standards, large optionality on the transition. Tier 3 Entegris (ENTG) Materials / Filtration Filtration, gas purification, and fluid handling for sub-3nm fabs. Process defectivity tolerances become brutal at 1.4nm — the cost of a single contaminant rises sharply. ENTG has been treated as a cyclical recovery story; it is structurally a node-transition compounder. CONFIRMED VS. DIRECTIONAL The high-NA story is unusually well-disclosed at the equipment layer and unusually opaque at the foundry layer. Below we separate what is publicly verified from what is industry-channel inference. CONFIRMED DIRECTIONAL / UNCONFIRMED ASML EXE:5200 list price ~$400M; ASML owns 24.9% of Zeiss SMT (ASML investor disclosures, annual report). Per-mirror grinding cycle of approximately twelve months (industry sources; not formally disclosed by Zeiss SMT). Intel has publicly committed to deploying high-NA EUV at scale at its Oregon facility ahead of competing foundries. Reported U.S. government equity stake in Intel — order of magnitude ~10% — and current mark-to-market value. Treat the dollar figures as press-reported rather than filings-confirmed pending direct verification. TSMC has publicly indicated a slower high-NA adoption curve than Intel, prioritizing N2 ramp. TSMC delay is a margin decision rather than a capability gap (industry consensus; not formally confirmed). Lasertec is the sole supplier of EUV mask actinic inspection (ACTIS / MATRICS X8ULTRA product lines). High-NA mask inspection content per wafer rises ~1.5x vs. low-NA (channel estimate; range 1.3–1.8x). PRESSURE POINTS The names below are not businesses in trouble. They are businesses whose timing or margin is exposed if the high-NA transition runs the way we think it will. The risk is to the rate of compounding, not to the franchise. NAME / TICKER PRESSURE WHAT'S AT STAKE TSMC (TSM) Timing Delaying high-NA to preserve N2 margins is a defensible call — but it cedes the 1.4nm-first window to Intel. If Intel's Oregon ramp executes, TSMC's pricing power on AI logic compresses for the first time in fifteen years. Not a short. A name where forward multiple expansion is now harder to argue. Nikon (7731 JP) / Canon (7751 JP) Structural exit Both abandoned EUV optics during the development phase. Their remaining lithography franchises are concentrated in older nodes and nanoimprint (Canon). Nanoimprint is real but not a 1.4nm AI logic story. They are not participating in the high-NA decade. Samsung Foundry (005930 KS) Customer share Caught between TSMC's process leadership and Intel's high-NA aggression. Samsung is buying EUV machines but has struggled to convert into customer wins beyond its own designs. The high-NA cycle is the moment Samsung either re-enters the leading-edge customer conversation or doesn't. Mature-node fabs (broadly) Capital reallocation When a hyperscaler can buy 20% more transistors per die at 1.4nm, the marginal AI capex dollar moves further up the node curve. Mature-node fabs that bet on geographic diversification rather than node leadership lose share of mind in the AI buildout, even if absolute volumes hold. BEAR CASE What would break this thesis 1. Intel misses on 14A. Intel has missed nodes before. If 14A slips into late 2027 or has a yield problem on its first major customer ramp, the most asymmetric leg of this trade unwinds. ASML and Lasertec still win — but the U.S. foundry counterweight to TSMC stops being investable for another generation. 2. TSMC accelerates high-NA. TSMC's delay is widely reported as a margin call. If TSMC reverses and orders EXE:5200s aggressively, Zeiss's mirror queue rations among them — and Intel's first-mover advantage compresses. Lasertec, ASML, and TEL all win more in this scenario, but the Intel leg gets harder. 3. The AI inference economy compresses. If Google's TurboQuant-class quantization breakthroughs or efficient-architecture research permanently lower the marginal compute cost of frontier AI, hyperscaler willingness-to-pay for 1.4nm logic falls. The high-NA equipment cycle is still real, but its slope flattens. We have written about this risk before — it is the most credible bear case to all AI infrastructure positioning. 4. China matters less than people think — but the policy risk runs the other way. U.S. export controls on EUV are already binding. The risk is not that China catches up. The risk is that retaliation — rare earth restrictions, equipment export blocks, or pressure on the Netherlands — interrupts ASML's shipping cadence. Zeiss ships from Germany. Politics is the residual variable. WHAT TO WATCH The high-NA story will be re-rated by data, not by narrative. Below are the observable checkpoints we are tracking — the signals that confirm or break this thesis over the next four to eight quarters. The Monitoring Framework ASML high-NA shipment cadence. Watch quarterly EXE:5200 unit guidance and any management commentary on optics availability or backlog. The number that matters is not booked revenue — it is shipped tools per quarter, which is what gates customer ramps. Zeiss capacity expansion signals. Any disclosure — direct or via ASML — of a second site, expanded metrology throughput, or new ion beam figuring capacity is a structural development, not a quarterly data point. It would be the single most important news item for the entire trade. Intel 14A external customer tape-outs. Internal milestones are not enough. The signal that matters is a named external customer — hyperscaler, fabless designer, or government program — committing volume to 14A. Until that happens, Intel remains the asymmetric leg, not the conviction leg. Lasertec order momentum. Watch ACTIS / MATRICS commentary on the quarterly call, and the Japanese trade press for foundry order patterns. Lasertec orders are a leading indicator for high-NA ramp by 2–3 quarters. TEL and AMAT EUV-track and etch intensity commentary. Both will increasingly disclose content-per-wafer uplift tied to high-NA. The number to watch is the ratio of advanced-node revenue to total wafer fab equipment revenue — that is the structural mix shift. TSMC pivot risk. The single biggest re-rating event for the entire complex would be TSMC accelerating high-NA orders. Watch capex disclosures, supplier commentary, and any hints in TSMC's quarterly technology symposium materials. FIVE TAKEAWAYS 1. ASML is not the bottleneck. Zeiss is. And Zeiss is not investable directly. The cleanest expression of the Zeiss rent is ASML itself, where 24.9% ownership and structural protection from the mirror moat is currently underpriced into the stock. 2. The 1.4nm transition is gated by a one-year grinding cycle. When supply is rationed by atoms, queue position is the asset. Intel has paid for its queue position with a combination of corporate capital and U.S. government support — the most asymmetric foundry bet of the decade, if it executes. 3. The second-order suppliers are mispriced. Lasertec, Tokyo Electron, Shin-Etsu, and Tokyo Ohka Kogyo all win on every EXE:5200 deployed. The Japanese semi-cap and materials layer is structurally exposed to the transition and trades at a discount to the U.S. equipment names. 4. TSMC's margin discipline is Intel's strategic opening. TSMC delaying high-NA to preserve N2 economics is rational. It also creates the first credible 1.4nm-first window for a non-TSMC foundry in fifteen years. The next eighteen months decide whether Intel converts. 5. Watch the mirrors, not the megawatts. The market obsesses over data center power and HBM supply. Both real, both important. Neither is the rate-limiting step. The rate-limiting step is the vacuum chamber in Oberkochen — and that is the constraint that prices everything else in the AI buildout above it. Space Exposure Designed For Potential Weekly Payouts The space economy is no longer just a government program — it’s becoming part of a global industry that is gradually advancing. But why view long-term growth as the only potential path forward? SPCI seeks to offer approximately 100% concentrated exposure to the space industry while striving to generate weekly income through a disciplined put credit spread options strategy. Gain exposure to the “final frontier” and a potential weekly distribution while you wait for the theme to play out. Discover SPCI. Distributor: Foreside Fund Services | Investing involves risk including possible loss of principle. News vs. Noise: What’s Moving Markets Today I’m kind of starting to think this could be a decent time to start taking some profits in the high flying names and move that money to areas unrelated to AI—-like gold and silver miners, and names coming off of bottoms that won’t get eaten by AI—-like China. A one day selloff in the high flyers doesn’t mean a correction is starting, it could be a buying opportunity. Momentum stocks just saw one of the biggest reversals in five years. What usually happens next. There had been ample warnings that stocks with price momentum had shot up too quickly, and on Thursday gravity reasserted itself. MarketWatch • Steve Goldstein I just know at some point you are going to be able to get back into photonics, memory, and some of the other AI areas at better prices so it can’t hurt to take some profits…… Take your profits before someone takes them from you Some Wise Investor Keep an eye on this story….. OpenAI’s AI Chip Deal With Broadcom Hits $18 Billion Financing Snag www.theinformation.com/articles/openais-ai-chip-deal-broadcom-hits-18-billion-financing-snag Here’s an example of what can happen when you get something that got crushed but probably shouldn’t have, coming off some sort of counter trend set up….. I beat myself up a bit on CRWD as I got in a little early, but patience has been rewarded so far. Software had a great day….. But a lot of that had to be $DDOG ( ▲ 6.06% ) and the cyber names. I’m sniffing around some of my favorites like $CRM ( ▼ 2.43% ) $NOW ( ▼ 2.58% ) $SNOW ( ▼ 0.83% ) but I’m inclined to wait and see ( $TTD ( ▼ 1.75% ) is getting crushed this morning). These guys tend to get going for a couple of days and then get smacked right back down when some AI company has a new release. Getting further away from AI, the oil services names are interesting to me here. I think you should have oil and natural gas companies, you could round it out with services, which I think will be needed once the war really ends…… $OIH ( ▲ 0.75% ) has done a real good job of holding the 50 day the whole way up. It just also seems it will be a while before things get back to “normal” in the Strait of Hormuz…. Iran imposes new rules for Hormuz in effort to cement control of key waterway | CNN Tehran has laid out a set of new rules for vessels seeking to transit the Strait of Hormuz, according to a document seen by CNN, pressing ahead with efforts to formalize control over the waterway in defiance of US warnings. CNN • Eleni Giokos, Tim Lister What Iran Tells Us About UFO Disclosure When governments confront unknown threats in their airspace, defense budgets surge and the same aerospace and surveillance companies move hardest. On March 2nd, Northrop jumped 6% and Lockheed 3.3% on the Iran news — and President Trump has since ordered the formal release of government UAP files, with the Pentagon confirming compliance. So if a conventional conflict can move these stocks this fast, what happens when the bigger story breaks? See the UFOD holdings: [thetruthisoutthereufod.com ETF News $MEMY Holdings Update: We replaced $LUMN ( ▲ 0.24% ) $ARM ( ▼ 0.02% ) and added $HAL ( ▲ 1.82% ) $BABA ( ▼ 0.67% ) All 5% positions. For a full list of MEMY holdings, visit: https://incomeblastetfs.com/etf/memy Distributor: Foreside Fund Services, LLC A Stock I’m Watching $ENTG ( ▲ 0.98% ) Wrote about this the other day and mentioned it again today, and just saw this…… I’m sure she just bought it because she reads my newsletter, no way she has non public information. In Case You Missed It Great talk on with the Acquirers Podcast on markets, value investing, inverse Cramer, and Michael Gayed joins me to talk about taking income from your portfolio and how to get more than 4%…… The H.E.A.T. (Hedge, Edge, Asymmetry and Theme) Formula is designed to empower investors to spot opportunities, think independently, make smarter (often contrarian) moves, and build real wealth. The views and opinions expressed herein are those of the Chief Executive Officer and Portfolio Manager for Tuttle Capital Management (TCM) and are subject to change without notice. The data and information provided is derived from sources deemed to be reliable but we cannot guarantee its accuracy. Investing in securities is subject to risk including the possible loss of principal. Trade notifications are for informational purposes only. TCM offers fully transparent ETFs and provides trade information for all actively managed ETFs. TCM's statements are not an endorsement of any company or a recommendation to buy, sell or hold any security. Trade notification files are not provided until full trade execution at the end of a trading day. The time stamp of the email is the time of file upload and not necessarily the exact time of the trades. TCM is not a commodity trading advisor and content provided regarding commodity interests is for informational purposes only and should not be construed as a recommendation. Investment recommendations for any securities or product may be made only after a comprehensive suitability review of the investor’s financial situation.© 2026 Tuttle Capital Management, LLC (TCM). TCM is a SEC-Registered Investment Adviser. All rights reserved. 1 Keep Reading May 4, 2026 • 10 min read Anthropic's Banishment Just Commoditized Frontier AI Six vendors got in. One didn't. The real trade isn't where Wall Street is looking. May 7, 2026 • 14 min read AI's Last Tactical Mile Anduril and Nokia just announced something Wall Street misread. The investable trade isn't the names on the announcement. Apr 29, 2026 • 9 min read ChatGPT Isn't Coming for Restaurants. It's Coming for the Middleman. Two restaurant brands made the same move this week. It signals the end of food delivery as we know it. View more 3