Data Center Delays vs. Infinite AI Demand: The 2026 Bottleneck Trade
Data Center Delays vs. Infinite AI Demand: The 2026 Bottleneck Trade
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Note: AI-generated summary based on third-party content. Not financial advice. Read more.
Quick Insights

Consider overweighting small caps through the Russell 2000 (IWM), which is projected to be a dominant theme with potential returns exceeding 50% this year. Shift investment focus from software to the physical AI build-out by investing in energy producers like Chevron (CVX) and Exxon (XOM), who are critical to powering new data centers. Instead of software, focus on key semiconductor memory providers like Micron (MU) and Western Digital (WDC) that are benefiting from AI-driven supply shortages. Gain exposure to the new commodity cycle through assets like copper and silver, which have price-inelastic demand from data center construction. As a high-conviction trade, view Bitcoin (BTC) as a pure play on energy and watch for a major breakout confirmation on three consecutive daily closes above $92,000.

Detailed Analysis

S&P 500 (SPY)

  • The speaker is bullish on the broader market for the year, expecting 15% earnings growth in the S&P 500 and for the index to be up at least 15% on the back of that.
  • This growth is attributed to AI productivity gains, which will expand profit margins as companies replace hiring with digital labor.
  • However, a 20% correction is expected at some point during the year, not due to an AI bubble, but due to real, physical delays in data center build-outs.
  • A major theme for the year will be a rotation away from the top-heavy concentration in a few tech names. The top 40% of the index (mostly software) is expected to be flat, meaning the bottom 60% must perform very well to achieve the 15% overall gain.

Takeaways

  • Expect a positive year for the S&P 500 overall, driven by AI-led productivity.
  • Be prepared for significant volatility and a potential 20% correction driven by infrastructure bottlenecks.
  • Look for opportunities in the broader market outside of the largest tech/software names, as a significant rotation is anticipated.

Small Caps (Russell 2000 / IWM)

  • Small caps are identified as a dominant theme for the year.
  • The speaker expects the Russell 2000 (IWM) to be up over 50% this year.
  • This is part of a broader market rotation and a "PMI sensitive story," where rising manufacturing and industrial activity benefits smaller, more domestically-focused companies.
  • The outperformance of small caps relative to the Magnificent 7 (Mag 7) is a trend that is expected to continue and accelerate.

Takeaways

  • The speaker has a very bullish outlook on small caps, predicting potential returns of over 50% for the Russell 2000.
  • Investors should consider overweighting small caps in their portfolios to capitalize on the theme of a broadening market and a new physical-world business cycle.
  • This is seen as a rotation trade, moving away from the mega-cap tech concentration of the last few years.

Investment Theme: The Hardware Renaissance & Power Bottleneck

  • The central thesis is a 15-year shift from software to hardware. The world is unprepared for the electricity, power, and commodity needs of the AI revolution.
  • Elon Musk is cited, stating that electricity generation, power conversion (transformers), and cooling are the true limiting factors for AI growth, not chip design.
  • A major bottleneck is expected around 2026. There will be a mismatch where AI demand and chip supply are plentiful, but the physical infrastructure (power grids, data centers) can't keep up.
  • This will lead to "stranded assets" – GPUs that are purchased but cannot be powered on. This may be misinterpreted by the market as oversupply or weakening demand, creating buying opportunities in the right areas.
  • The winners will be firms that can energize and deploy chips the fastest. This leads to the "Bring Your Own Generation" (BYOG) theme, where data centers build their own power plants.

Takeaways

  • Shift investment focus from software companies to companies involved in the physical world upgrade: hardware, commodities, power infrastructure, and energy.
  • Anticipate market pullbacks in data center and some semiconductor names due to news of delays and power constraints. These pullbacks could be buying opportunities for long-term investors who understand the underlying demand is still infinite.
  • Focus on companies that solve the power problem: power providers, infrastructure builders, and enablers of "Bring Your Own Generation" like Bloom Energy (BE).

Sector Focus: Commodities & Industrials

  • The speaker believes Energy and Basic Materials will be the two best-performing sectors this year.
  • This is driven by a new commodity cycle fueled by the massive, price-inelastic demand from the AI build-out.
  • Unlike past cycles, this demand is not sensitive to price. The cost of commodities like copper and silver is a negligible part of a data center's total cost, so builders will pay whatever is necessary to secure supply.
  • Charts for Copper, Silver, and DRAM prices are shown to be breaking out, indicating the market is already starting to price in shortages.
  • Industrial sectors like Transports are also expected to perform well as part of this new PMI (Purchasing Managers' Index) cycle.

Takeaways

  • Investors should have significant exposure to commodities, particularly copper and silver, and the companies that produce them.
  • Energy stocks, including major producers like Chevron (CVX) and Exxon (XOM), are poised to benefit as they own the natural gas and have the scale to help build out massive new power infrastructure.
  • Consider industrial and materials ETFs or individual stocks as a way to play the "physical world upgrade" theme.

Sector Focus: Software vs. Semiconductors

  • A strong bearish sentiment is expressed towards the software sector. The speaker repeatedly states, "This is the end of software."
  • The reasoning is that AI makes software development incredibly easy and cheap, leading to endless competition and collapsing profit margins. The speaker warns against "trying to pick a bottom in software."
  • In contrast, the outlook for semiconductors is very bullish, but with a specific focus. The trade is not just NVIDIA (NVDA) anymore.
  • The focus is shifting to "equal weight semis" (XSD) and companies involved in advanced packaging, edge devices (chips in phones, cars, PCs), and memory. This is because chip efficiency gains are now as important as raw power.

Takeaways

  • Be extremely cautious with investments in traditional software companies like Adobe (ADBE) and Salesforce (CRM). Their business models ("moats") are at risk of being commoditized by AI.
  • Broaden semiconductor exposure beyond NVIDIA (NVDA) and Broadcom (AVGO).
  • Look for opportunities in companies that are part of the broader semiconductor ecosystem, especially in memory (Micron, Western Digital) and advanced packaging.

Specific Stock Mentions

Micron (MU) & Western Digital (WDC)

  • The speaker has been and remains very bullish on memory chip makers due to a severe supply shortage driven by AI.
  • The idea of a "glut of memory" was wrong, and the demand from AI is insatiable.
  • The charts of Micron (MU) and Western Digital (WDC) are highlighted as proof of this powerful trend, showing massive upward moves driven by shortages.

Takeaways

  • These companies are direct beneficiaries of a key AI bottleneck: memory. The strong upward trend is expected to continue as long as AI demand outstrips supply.

Chevron (CVX) & Exxon (XOM)

  • These energy giants are positioned to be key players in the AI power build-out.
  • As data centers scale to multi-gigawatt "AI factories," they will need the help of massive industrial companies. Chevron and Exxon have the scale, project management expertise, and control over the necessary fuel (natural gas).
  • The charts for both stocks are consolidating and look poised for a breakout, ending a long period of sideways movement since the fracking boom.

Takeaways

  • CVX and XOM are no longer just "old school" oil and gas plays. They are becoming critical infrastructure partners for the AI revolution. They represent a way to invest in the "power" theme at scale.

Advanced Packaging Semiconductor Stocks

  • The speaker provided a specific list of semiconductor companies (excluding NVIDIA) that are set to benefit from the shift towards advanced packaging and chip efficiency.
  • This theme is about how chips are assembled and connected, which is becoming as important as the silicon itself for improving performance.
  • The list includes:
    • Amkor Technology (AMKR)
    • ASE Technology (ASX)
    • Teradyne (TER)
    • Camtek (CAMT)
    • Onto Innovation (ONTO)
    • Kulicke and Soffa Industries (KLIC)
    • FormFactor (FORM)
    • Broadcom (AVGO)
    • Marvell Technology (MRVL)
    • Credo Technology (CRDO)
    • Synopsys (SNPS) (noted as having a poor technical score but loved by the speaker)

Takeaways

  • This list provides specific ideas for diversifying semiconductor holdings beyond the obvious names.
  • Investors should research how these companies contribute to the advanced packaging ecosystem to play the next phase of the hardware renaissance.

Bitcoin (BTC) & Ethereum (ETH)

  • The speaker makes a very strong, unconventional bull case for Bitcoin (BTC), calling it "the only pure AI trade" and predicting it will be the "best performing asset."
  • The thesis is that AI's ultimate constraint is energy. As governments fund the AI arms race by printing fiat currency, the value of that currency will be debased. Bitcoin, being based on and convertible to energy, is the ultimate hedge against this.
  • He believes Bitcoin is currently being held down by technical trading and its incorrect correlation to the Nasdaq. A major breakout is expected once the market grasps its role as a proxy for energy in the AI era.
  • A key signal to watch for is three consecutive daily closes above $92,000.
  • The Ethereum/Bitcoin (ETH/BTC) ratio is seen as a positive sign. As long as Ethereum holds up relative to Bitcoin, it suggests health in the overall crypto market and that a broader rally is likely.

Takeaways

  • Consider Bitcoin (BTC) not as a tech stock, but as a long-term investment in energy, the core commodity of the AI age.
  • The speaker's conviction is extremely high, suggesting a significant allocation could be considered for those who believe in this long-term narrative.
  • Watch for the technical signal of three daily closes above $92,000 as a potential confirmation that a major new bull run has started.
  • The stability of the ETH/BTC pair is a good health indicator for the crypto market.
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Video Description
In this week's video, I explain why 2026 is setting up as a structural inflection point for traditional portfolios, driven not by the "AI bubble" narrative, but by the physical reality of energy constraints. Markets are starting strong with global indexes and sectors all rallying, growth surprises, productivity gains accelerating, and PMI leading indicators rising globally. The critical shift: AI's binding constraint has moved from GPUs to electric power, gas turbines, transformers, and grid capacity. This forces a fundamental portfolio rotation away from software-dominated mega-cap concentration toward energy, utilities, industrials, commodities, and small caps. Elon Musk's three-hour Moonshots podcast crystalizes the urgency: electricity generation and cooling are now the limiting factors for AI. Data centers are scaling from 50 megawatts to multi-gigawatt facilities, but the physical infrastructure, transformers, grid interconnects, labor, cannot keep pace with digital demand. This mismatch creates stranded compute risk (GPUs sitting idle without power) and delays in data center deployments, which will pressure high-multiple hyperscaler stocks even as AI adoption accelerates exponentially. Meanwhile, chip efficiency gains from Nvidia's Blackwell and Rubin architectures paradoxically increase total energy demand through Jevons Paradox, making power the persistent bottleneck for the next decade. The investment implications are stark. AI adopters across healthcare, finance, logistics, and manufacturing will increase usage daily and drive small-cap alpha as hardware capex diffuses through the supply chain. Commodities, particularly copper, silver, rare earths, and energy are price-inelastic inputs to AI infrastructure, with governments and frontier model builders funding buildouts regardless of cost due to national security and competition paranoia. "Bring Your Own Generation" (BYOG) becomes mandatory, pulling hyperscalers into industrial-scale energy production and benefiting utilities, grid equipment, and flexible power providers. This is a 15-year regime shift from software to hardware, and portfolios anchored in large-cap growth must now reintroduce exposure to the physical world as the primary source of alpha. Timestamps • (00:00–04:30) 2026 outlook: Expect 15% S&P earnings growth, rising PMIs, and productivity gains from AI adoption; anticipate a 20% correction in concentrated data center plays due to delays, not demand collapse • (08:00–15:20) Labor market cooling: Job creation near zero ex-education/healthcare/hospitality; AI driving wealth creation without hiring, setting up productivity boom as digital employees work 24/7 • (18:45–28:30) Elon Musk Moonshots interview: Electricity generation, power conversion, and cooling are AI's limiting factors; data centers scaling to gigawatt facilities create stranded compute risk and force BYOG • (32:10–41:15) Chip efficiency paradox: Nvidia's Blackwell/Rubin reduce power per computation but increase total energy demand; US can compete with China through algorithmic + hardware gains • (45:00–52:30) Commodities & BYOG: Copper, silver, rare earths are price-inelastic; Chevron, Exxon, Bloom Energy benefit from mandatory on-site generation; energy/materials sectors leading YTD • (56:20–1:04:45) Portfolio rotation: Long AI adopters, power providers, commodities; cautious on high-multiple software and data center infrastructure; Russell 2000 expected up 50%+ as concentration unwinds • (1:08:00–1:15:30) Bitcoin & crypto: Bitcoin as pure AI/energy trade; technical levels improving with MACD, 50-day MA cross; Ethereum/BTC ratio stable signals strength; debasement funding AI arms race makes Bitcoin "energy currency"
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Jordi Visser

Jordi Visser

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