Stock-Market Research Dispatch — 2026-06-01

Top of mind

GTC Taipei just handed Vera Rubin a supply chain 2× Blackwell's — sole-sourced to TSMC. Jensen Huang's June 1 keynote confirmed Vera Rubin NVL72 enters full production fall 2026 with a supply chain twice the scale of Blackwell. Cumulative Blackwell + Rubin orders are projected at $1 trillion through 2027; TSMC is committed across ~150 factories. This locks in 4-year TSMC pricing power and extends HBM4, CoWoS, and advanced packaging demand through at least 2027. Secondary beneficiary identified today: ARM Holdings — Vera CPU is Arm Neoverse-based, creating a fast-growing datacenter royalty stream not yet embedded in ARM consensus (→ vera-cpu-to-arm-datacenter-royalty).

Strongest-conviction buys

From step 4c ranking. Research output, not advice.

#	Ticker	Mechanism	Conviction	Valuation vs base	Fundamentals (one line)	Next catalyst
1	MU	helium-cliff-to-hbm-supply-crunch + S232	medium-high	Marginal (near 52w high $981) — dual unpriced catalysts additive	HBM 2026 100% committed; only US-domiciled HBM producer; CHIPS Act backstop	S232 Phase 2 report July 1
2	CEG	pjm-capacity-prices-to-nuclear-premium	medium-high	Yes — -30% from 52w high $413	$2.3B incremental PJM capacity revenue; Q1 $2.74 EPS beat; Calpine lockup June 30 = supply overhang removal	Calpine lockup expiry June 30; FERC PJM ruling June 2026
3	LIN	helium-cliff-to-hbm-supply-crunch	medium-high	Marginal ($497 vs JPM $525 PT)	Helium excluded from FY2026 guidance — pure unmodeled upside above guidance floor	APD Q3 earnings late July (peer read-through)
4	INTC	tsmc-saturation-to-intel-anchor-stack	medium	Moderate (-13% from ATH $132)	CEO Tan: 18A yields 7-8%/month; Tesla named as first 14A customer; sector-excess still negative — discipline required	VLSI symposium June 14–18 (18A-P vs TSMC A16 first public data)

Watchlist

Ticker	Thesis	Conviction	Price	Undervalued vs base?	Next catalyst
MU	hbm-supply-bottleneck	medium-high	$971.55	Marginal	S232 July 1; helium cliff Sept 2026
CEG	nuclear-baseload-for-ai-data-centers	medium-high	$287.69	Yes	June 30 lockup; FERC PJM June
CCJ	nuclear-baseload-for-ai-data-centers	medium-high	$112.62	Marginal	Meta PPA volumes; uranium spot
LIN	helium-supply-crisis-semicap	medium-high	$497.63	Marginal ($525 PT)	APD Q3 late July
INTC	intel-18a-yield-vs-tsmc	medium	$114.64	Moderate	VLSI June 14–18
TSM	tsmc-capacity-shortfall-and-pricing-power	high	$418.61	No (near 52w high)	Q2 2026 earnings July
ASML	picks-and-shovels-leading-edge-fab-buildout	high	$1,613.03	Marginal	48D H2 2026 fab demand; Vera Rubin 2× supply chain
SCCO	copper-supercycle-ai-data-centers	medium	$191.32	Marginal	Section 232 copper; FCX Q2 earnings
ARM	vera-cpu-to-arm-datacenter-royalty	low-medium	$353.16	Unknown	ARM Q4 FY2026 earnings Aug 2026

Undervalued candidates (today)

CEG (nuclear-baseload-for-ai-data-centers): $287.69 vs 52w high $413 (-30%). PJM $329/MW-day × ~21 GW nuclear = ~$2.3B incremental annual capacity revenue. Q1 $2.74 EPS beat. Calpine lockup (25M shares, June 30) removes a specific, dated supply overhang. What pushes it from undervalued to acted-on: lockup clearing without major dislocation, or FERC ruling confirming nuclear grid reliability designation in June.

New chains to investigate (hypothesis-stage)

arm-holdings-vera-cpu-datacenter-royalty — ARM. Graduate to active: ARM Q4 FY2026 earnings explicitly citing datacenter CPU royalty growth, or analyst model updates embedding Vera CPU volume.
compute-chip-futures-market — no ticker. Graduate to active: CME/ICE/CBOE semiconductor futures product announcement.

New theses (now active)

iren-nvidia-dsx-ai-factory-operator — IREN confirmed (CNBC May 7 5GW DSX deal); graduated per criteria. Moved to confirmed status.

Updated theses (existing active)

cowos-packaging-capacity-crunch — Vera Rubin supply chain 2× Blackwell; $1T cumulative Blackwell+Rubin orders extend CoWoS demand window through at least 2027.
tsmc-capacity-shortfall-and-pricing-power — Vera Rubin sole-sourced to TSMC (150 factories); $1T orders confirm 4-year pricing power. Strongest corroboration to date.
hbm-supply-bottleneck — Vera Rubin uses HBM4 (288 GB per chip), confirming fall 2026 demand step-function. Helium cliff timing sharpened to September 2026 (was June–July).
helium-supply-crisis-semicap — SK Hynix buffer confirmed September 2026 (TrendForce: 6 months from March); S232 July 1 statutory deadline confirmed. LIN $497.63 / APD $278.62 (first prices fetched for this page).
nuclear-baseload-for-ai-data-centers — CEG Q1 $2.74 EPS beat; PJM FERC targeting June 2026; US Gov PA nuclear grid reliability order; Calpine lockup June 30 (25M shares).

Contradicted / weakened

None today.

Open questions worth a human's eye

CEG entry window. Calpine lockup (June 30) is the most mechanical near-term catalyst in the portfolio — 25M shares of supply removed on a specific date. If the stock absorbs the lockup without dislocation, -30% discount vs. nuclear structural value becomes harder to explain.
INTC exit vs. hold discipline. Sector-excess negative. VLSI June 14–18 (13 days) is the thesis binary — competitive 18A-P data = hold; disappointment = exit case clear.
ARM royalty chain maturation. Logically clean but purely forward-looking. August FY2026 earnings = first natural confirmation gate. Low-medium conviction at this stage.

What I looked at

Sources ingested today: 5 (Vera Rubin/GTC Taipei autoresearch, SK Hynix helium/S232 autoresearch, Intel 18A VLSI autoresearch, CEG nuclear autoresearch, Odd Lots commodity finance podcast)
Macro buckets researched: Bucket 1 (AI infrastructure/Nvidia), Bucket 2 (Energy/critical minerals), Bucket 3 (US industrial policy), Bucket 6 (Semis/foundry)
Mechanisms extracted: 1 new (vera-cpu-to-arm-datacenter-royalty)
Hypothesis pages created: 2 (arm-holdings-vera-cpu-datacenter-royalty, compute-chip-futures-market)
Valuation snapshots refreshed: 9 (MU, CEG, CCJ, LIN, APD, FCX, SCCO, ASML, TSM + ARM/INTC first snapshots)
Conviction buys ranked: 4
New hypothesis chains opened: 2

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