• Q2 CPI: +30–40bps energy contribution baking in
• Fed path: unchanged today
• Defense capex: hinges on Trump-Xi outcome
Portfolio read
• DC Infra / Robotics / Quantum: unaffected by today’s tape
Risk Indicators
Hormuz Status
FROZEN — FUJAIRAH SEIZURE
Strait still effectively closed; PGSA tolling regime in force ($2M/ship). NEW Thu: ship boarded 38nm NE of Fujairah heading to Iran (UKMTO) — directly threatens UAE-east-coast bypass route. US-China joint statement (ahead of Trump-Xi Thu summit) opposes Hormuz tolls; OFAC warning shippers against PGSA payments. Iran FM Araghchi accuses UAE of direct co-belligerence at BRICS Delhi. Qatari LNG May 9 still lone scheduled commercial transit. ~1,550 ships and 22,500 mariners stranded. War-risk insurance 4.5% (30x normal). Vance softens line Thu ("progress") but kinetic facts on water moving the other way. Brent breakout toward $115-120 reignites if Fujairah-area incidents proliferate or Israeli rhetoric becomes Iranian-infra kinetic.
Brent War Premium
~$37/bbl
Brent $106.63 vs pre-war $70; premium widens to ~$37 Thu overnight on Fujairah ship-seizure + Iran-UAE rupture. Vance's "progress" framing partially offsets but maritime facts trump rhetoric. Premium re-explodes to $50+ if UAE-area incidents repeat or Israel converts "dismantled" rhetoric to action on Iranian energy/enrichment infra. Compresses to $15-25 only under signed MoU + Hormuz reopen. ADNOC June Murban OSP cut to $104.44 (vs May $110.75) hints supply-side relief but well above pre-war.
Paper vs Physical Gap
Brent > WTI by $5.56
Spread tightens to $5.56 Thu overnight ($106.63 Brent / $101.07 WTI) — WTI rebounded with Brent on Fujairah seizure + Trump-Xi summit despite Wed EIA crude build. Dubai $102.35 still BELOW Brent (-$4.28 discount) widening as paper rallies harder than physical. Spread re-widens to $10+ on Israeli energy-infra strikes or fresh UAE-area incidents; compresses <$3 only on broad ceasefire revival.
■ S&P 500 FORECAST: Probability-weighted expected return by Nov 1, 2026: -2% to +4% | Day 76: Trump-Xi Beijing summit today — Iran/Hormuz top of agenda. VP Vance: "progress" being made in talks (softer than Trump's Mon "life support"). UKMTO: ship seized 38nm NE of Fujairah Thu, heading to Iran. Iran FM Araghchi at BRICS Delhi accuses UAE of direct co-belligerence — first formal Gulf-state accusation. Hezbollah drone wounds Israeli civilians near border; IDF strikes S. Lebanon in response. US-China joint statement opposes Hormuz tolls. Brent $106.63 (+0.9% Thu), WTI $101.07 (+0.1%), Dubai $102.35. Spread $5.56, war premium ~$37. Diplomatic optionality (Trump-Xi, Vance softening) crosses with maritime escalation (Fujairah, Iran-UAE) — net positioning unchanged.
Trump-Xi Beijing summit Thu opens China-brokered parallel track — US-China joint statement opposing Hormuz tolls already on record. VP Vance Thu: "progress" being made in talks. Iran-Israel-Lebanon talks resume Washington Thu (Lebanon track). 14-point MoU revival would still require Iran to soften on enrichment moratorium + Hormuz sequencing, or US to accept partial framework. Pakistan/Qatar mediators publicly hopeful.
Obstacle
Iran FM Araghchi at BRICS Delhi (Thu) accuses UAE of direct co-belligerence — first formal Gulf-state-as-co-belligerent claim — hardens Tehran's diplomatic position rather than softening. Fujairah ship-seizure Thu directly threatens UAE bypass route. Hezbollah drone wounds Israeli civilians near border Thu; IDF responds with strikes + evacuation warnings. Trump Mon called ceasefire "on life support" after rejecting Iran's MoU response. Past framework attempts collapsed within days.
40-50% Probability ↑
Frozen Conflict / Toll Regime Persists
Brent Target
$95-115 sustained
S&P 500 Impact
Sideways, ±3%
S&P 500 by Nov 1
0% to +4%
Sector Rotation
Energy flat-up, defensives lead
Trigger
Trump-Xi summit + Vance "progress" framing keep deal track alive on paper but no breakthrough; Iran's UAE-accusation hardens posture; Fujairah seizure stays single-incident; rhetoric ladder doesn't translate to Iranian energy/enrichment strikes. Iran PGSA tolling regime persists (US-China statement notwithstanding). Hormuz reopens only selectively (Qatar LNG-style permits). Israel-Lebanon front grinds — Hezbollah drone wounds Israeli civilians Thu, IDF strikes + evacuation warnings, expanded ground op preparation continues. Slow attrition without Iranian infra strikes. Aramco's 2027-stability warning underwrites sustained $95-115 band.
30-40% Probability ↑
Escalation / Infrastructure Hits
Brent Target
$130-150+
S&P 500 Impact
-10-15% correction
S&P 500 by Nov 1
-8% to -15%
Sector Rotation
Energy spikes, broad selloff
Trigger
Fujairah ship-seizure Thu opens UAE-east-coast bypass route to attack; Iran's BRICS-Delhi accusation of UAE direct co-belligerence sets predicate for further UAE-Iran kinetic exchange. If a second/third Fujairah-area incident follows, ADNOC export terminal directly exposed. Netanyahu "dismantled" + ground-op rhetoric still on table; Israel coordinating contingency strikes vs Iran energy/officials with US (CNN). Hezbollah drone-on-Israeli-civilians threshold crossed Thu. Russia rearming Iran via Caspian (ISW). Kharg strike / Houthi Bab al-Mandeb closure / direct Iran-Israel resumption. Iran parliament passes Hormuz toll-law 2nd reading.
◆ WATCHLIST: Names researched but not yet held — grouped by portfolio. Each entry shows Moat / Valuation / Composite score (Moat×0.6 + Val×0.4, same rubric as holdings tables) plus YTD performance, the thesis, and the trigger that would move it from watchlist → portfolio. Composite ≥ 3.5 = buy on trigger. < 3.0 = monitor only.
DC Infrastructure
ARM$221
Moat 5 / Val 2 / 3.8 · YTD +100%
Custom-CPU royalty layer for Graviton, Cobalt, Axion; v9 royalty rates accelerating in data center. Trigger: pullback below $180, OR v9 royalty stall.
INTC$118
Moat 3 / Val 2 / 2.6 · YTD +226%
Agentic-CPU re-rate has played out. Foundry deals with Apple + Google driving the move; Granite Rapids landed in the right workload. Trigger: pullback to $80 OR Granite Rapids miss creating asymmetric re-entry.
SMCI$32
Moat 2 / Val 3 / 2.4 · YTD +4%
AI server integrator — leverage to total servers shipped. Governance overhang lingering. Trigger: clean audit cycle + visible margin floor.
AI Robotics
KTOS$52
Moat 3 / Val 1 / 2.2 · YTD -30%
Defense autonomy (Valkyrie scaling to 40/yr by '28, hypersonics $400M '26 → $700M '27). Q1 strong + FY raised; market punished on Q2 guide + valuation. Trigger: FCF inflection OR P/E < 100x. Currently ~330x with negative FCF and recent insider selling.
MCHP$97
Moat 3 / Val 2 / 2.6 · YTD +56%
Motor control / microcontroller franchise — humanoid BOM exposure (every robot needs precision motion). Trigger: pullback under $80.
Quantum
XNDU$14.03
Moat 4 / Val 3 / 3.6 · Since IPO +40%
Photonic quantum + PennyLane SDK ecosystem moat; C$390M Canadian/Ontario gov backing in talks. First pure-play photonic listing (SPAC closed Mar 27). Trigger: Q1 print tonight (May 14, after close) — ADD / WAIT / PASS verdict Fri 7 AM ET.
QUBT$11
Moat 2 / Val 2 / 2.0 · YTD +19%
Lower-quality pure-play; basket already covers gate + annealing + photonic. Trigger: needs material quality improvement (revenue traction or credible roadmap proof) — currently a pass.
Private — track for IPO signal
• Atom Computing — neutral-atom quantum; well-funded.
• PsiQuantum — photonic quantum (competes with XNDU); rumored '26 listing.
• Quantinuum — HON owns ~54%, so indirect exposure via HON in Robotics.
• Anduril — defense autonomy; rumored '26 IPO.
⚠ Watchlist is a research pipeline. Not investment advice. Composite scores and triggers can change as fundamentals evolve — verify current prices and conditions before acting.
△ PORTFOLIO PERFORMANCE: All three portfolios benchmarked against SPY and QQQ since April 10, 2026. Returns are weighted by holding allocations. Data refreshed daily from Yahoo Finance close prices.
Cumulative Return Since April 10, 2026
Summary
Portfolio
Return
vs SPY
vs QQQ
⚠ Returns are computed from closing prices and reflect model portfolios -- no transaction costs, slippage, or taxes are included. Not investment advice.
⚡ DC INFRASTRUCTURE PORTFOLIO - FINALIZED: 15 holdings, conviction-weighted. $1,000,000 notional. Entry date: April 10, 2026. Thesis: Custom silicon, optical networking, power/cooling, and construction names benefiting from AI data center infrastructure buildout. ● LOCKED
$1,223,489
Portfolio Value
+$223,497
Total P&L
+22.35%
Return
SPY: +9.25%
vs S&P 500
QQQ: +16.96%
vs NASDAQ 100
Holdings
Ticker
Company
Role in Stack
Moat
Value
Score
Weight %
Shares
Entry Price
Current Price
P&L %
P&L $
NVDA
Nvidia
GPU/AI accelerator silicon powering DC compute
5
4
4.6
11.0%
583.1
$188.63
$225.83
+19.72%
+$21,691
AVGO
Broadcom
Custom AI chips (Google TPUs) and networking ASICs
5
3
4.2
9.0%
242.2
$371.55
$416.79
+12.18%
+$10,957
APH
Amphenol
High-speed connectors and cables for every DC server rack
5
3
4.2
8.0%
568.3
$140.75
$124.64
-11.45%
$-9,155
ETN
Eaton Corp
Power management: switchgear, UPS, PDUs for DC electrical systems
5
3
4.2
8.0%
198.5
$403.00
$406.94
+0.98%
+$782
MRVL
Marvell Technology
Custom AI accelerator ASICs for hyperscale DC workloads
4
3
3.6
7.0%
544.7
$128.49
$177.95
+38.49%
+$26,941
COHR
Coherent
Optical transceivers, lasers, and photonics for 800G/1.6T DC interconnects
4
3
3.6
7.0%
227.6
$307.50
$403.71
+31.29%
+$21,897
ANET
Arista Networks
High-speed Ethernet switching for DC network fabrics
4
3
3.6
6.0%
407.1
$147.35
$140.69
-4.52%
$-2,711
MU
Micron Technology
HBM and DRAM memory for AI training/inference
3
5
3.8
7.0%
166.4
$420.59
$803.63
+91.07%
+$63,738
ASML
ASML Holding
Sole maker of EUV lithography machines for leading-edge chip fabrication
5
2
3.8
7.0%
47.4
$1,478.28
$1,581.58
+6.99%
+$4,896
LRCX
Lam Research
Dominant etch equipment (45% share) for advanced chip fabrication
5
2
3.5
5.0%
189.6
$263.66
$295.44
+12.05%
+$6,025
VRT
Vertiv Holdings
Power distribution and thermal/cooling infrastructure
4
2
3.2
5.0%
169.4
$295.11
$369.99
+25.37%
+$12,685
GEV
GE Vernova
Power generation and grid equipment for DC energy demand
4
2
3.2
5.0%
50.4
$991.32
$1,062.57
+7.19%
+$3,591
GLW
Corning
Optical fiber and specialty glass for DC connectivity
4
2
3.2
5.0%
291.9
$171.24
$206.51
+20.60%
+$10,295
AMD
Advanced Micro Devices
DC GPUs and server CPUs; growing AI accelerator share vs Nvidia
4
3
3.3
5.0%
204.0
$245.04
$445.50
+81.81%
+$40,894
MPWR
Monolithic Power Systems
Dominant high-density power management ICs for AI GPU racks
5
2
3.3
5.0%
37.0
$1,353.85
$1,650.35
+21.90%
+$10,970
Benchmark Comparison
S&P 500 (SPY)
$742.31
Entry: $679.46 (Apr 10) | +9.25%
NASDAQ 100 (QQQ)
$714.71
Entry: $611.07 (Apr 10) | +16.96%
Change Log
Apr 14, 2026 - Fractional Shares + Live Prices
Switched to fractional share counts (1 decimal) for precise $1M notional allocation.
NVDA weight adjusted from 10% to 11% (DC portfolio) to correct weights summing to 99%.
Integrated Finnhub API for live price updates. SPY/QQQ benchmarks corrected to Apr 10 closes ($679.46/$611.07).
Prices update daily at 7:30 AM ET via automated cron.
Apr 12, 2026 - Portfolio Finalized (v3)
OUT: AMKR (3.0, weak OSAT moat), MOD (3.0, commoditized cooling), EME (3.4, contractor moat)
IN: LRCX (3.5, 45% etch market share), AMD (3.3, growing DC GPU share + Meta deal), MPWR (3.3, dominant AI power delivery)
Moat floor raised from 3.0 to 3.2. Average moat improved from 4.0 to 4.2. MRVL adjusted to 7%, ANET to 6%. Entry prices: Apr 10 close.
⚠ This is a model portfolio for tracking purposes only. Not investment advice. Past performance does not guarantee future results.
⚡ AI ROBOTICS PORTFOLIO - FINALIZED: 15 holdings, conviction-weighted. $1,000,000 notional. Entry date: April 10, 2026. Thesis: Robotics, automation, and AI-enabled industrial companies positioned for the next manufacturing revolution. ● LOCKED
$1,085,575
Portfolio Value
+$85,605
Total P&L
+8.56%
Return
SPY: +9.25%
vs S&P 500
QQQ: +16.96%
vs NASDAQ 100
Holdings
Ticker
Company
Role in Stack
Moat
Value
Score
Weight %
Shares
Entry Price
Current Price
P&L %
P&L $
NVDA
Nvidia
AI compute platform enabling robotics perception and control
5
4
4.6
9.0%
477.1
$188.63
$225.83
+19.72%
+$17,748
SNPS
Synopsys
EDA software for designing every AI and robotics chip
2026 is the first year pure-play quantum companies are clearing nine-figure annual revenue. The basket reflects that transition while spreading risk across the four competitive moats:
Fidelity moat — trapped ions (IONQ): 99.99% gate fidelity, all-to-all connectivity, slow but accurate. Vertical integration via SkyWater + Oxford Ionics is the differentiator.
Industrial moat — superconducting (RGTI): fab-owned, fast (50ns gates), extreme cooling overhead. Race against decoherence.
Commercial moat — annealing (QBTS): the only “production-ready” quantum platform today; bookings up 471% YoY; gate-model option for free.
Security moat — PQC (LAES + ARQQ): orthogonal to compute. NIST-mandated migration is a multi-year tailwind regardless of which qubit modality wins.
Conviction order: IONQ (30%) > QBTS (25%) > LAES (22%) > RGTI (18%) > ARQQ (5%). Anchored by the two revenue-producing pure-plays (IONQ + QBTS = 55% of book) and the only fiscally healthy name (LAES). RGTI's 800x P/S forces a haircut from its raw moat score; ARQQ retained as a 5% lottery ticket to keep PQC-software exposure.
Key risks: P/S multiples are dot-com-era (IONQ ~50x, RGTI >800x trailing); high cash burn forces dilutive equity offerings; Big Tech (Google Willow, Microsoft topological, IBM) could disrupt pure-plays; export controls on quantum tech tightening; Korean retail flow has distorted near-term valuations.
Change Log
May 3, 2026 — Conviction Weights Set
Re-weighted from equal to conviction within hours of initiation. New weights: IONQ 30%, QBTS 25%, LAES 22%, RGTI 18%, ARQQ 5%. Methodology: Moat × Fiscal × Catalyst composite, with valuation/distress drag.
May 3, 2026 — Portfolio Initiated
5 holdings, equal-weight (initial). Entry prices: May 1, 2026 close. Source: Jim Evans research note “The Quantum Convergence: A Strategic Equity Evaluation of Publicly Traded Quantum Computing Firms in the 2026 Fiscal Landscape.”
⚠ This is a model portfolio for tracking purposes only. Not investment advice. Past performance does not guarantee future results.
■ METHODOLOGY: Simulated portfolio inception on Feb 27, 2026 (last pre-war close). Tracks all 23 DC infrastructure + compute stocks vs S&P 500 (SPY) benchmark through April 7. This is a hindsight exercise - see caveats below.
+12.8%
Equal-Weight Portfolio
+14.8%
Tier-Weighted Portfolio
-0.7%
S&P 500 (SPY)
+13.5%
Alpha vs Benchmark
Tier Performance (Feb 27 → Apr 10)
Tier 1 (120%+)
+18.8%
Best tier - beat SPY by 19.5%
Tier 3 (50-80%)
+16.1%
Beat SPY by 16.8%
Tier 2 (80-120%)
+15.0%
Beat SPY by 15.7%
Tier 4 (30-50%)
+4.5%
Beat SPY by 5.1%
Tier 5 (15-30%)
+3.3%
Beat SPY by 4.0%
S&P 500
-0.7%
Benchmark
Individual Stock Returns (Ranked)
Tier
Ticker
Company
Category
Feb 27
Apr 6
Return
vs SPY
T1
MRVL
Marvell Tech
Custom Silicon
$81.69
$109.51
+34.1%
+37.7%
T3
CIEN
Ciena
Optical Net
$348.70
$434.26
+24.5%
+28.2%
T2
CLS
Celestica
Contract Mfg
$277.63
$292.30
+5.3%
+9.0%
T2
EME
EMCOR Group
DC Construction
$724.62
$757.54
+4.5%
+8.2%
T3
GEV
GE Vernova
Turbines/Grid
$873.07
$897.36
+2.8%
+6.5%
T2
VRT
Vertiv
DC Power/Cooling
$254.83
$258.73
+1.5%
+5.2%
T2
FIX
Comfort Systems
DC Construction
$1428.63
$1434.09
+0.4%
+4.1%
T3
NVDA
Nvidia
GPUs
$177.18
$177.64
+0.3%
+3.9%
T2
NVT
nVent Electric
Liquid Cooling
$118.36
$117.41
-0.8%
+2.9%
T3
AVGO
Broadcom
Custom AI/Net
$318.88
$314.43
-1.4%
+2.3%
T1
AMKR
Amkor Tech
Packaging
$47.73
$47.03
-1.5%
+2.2%
T3
PWR
Quanta Services
Grid + DC Build
$563.08
$554.38
-1.5%
+2.1%
T4
HUBB
Hubbell
Grid Electrical
$511.63
$499.20
-2.4%
+1.2%
T4
GLW
Corning
Fiber Optic
$150.38
$146.50
-2.6%
+1.1%
T4
ETN
Eaton
Power Distro
$374.75
$363.89
-2.9%
+0.8%
T5
CAT
Caterpillar
Generators
$742.83
$721.24
-2.9%
+0.8%
SPY
S&P 500
Benchmark
$684.12
$658.93
-3.7%
-
T3
ANET
Arista Networks
DC Switching
$133.50
$126.25
-5.4%
-1.7%
T1
MOD
Modine Mfg
Cooling
$227.25
$214.88
-5.4%
-1.8%
T5
TT
Trane Tech
HVAC
$461.21
$430.89
-6.6%
-2.9%
T1
MU
Micron
HBM Memory
$412.20
$377.76
-8.4%
-4.7%
T4
TSM
TSMC
Chip Fab
$373.53
$341.76
-8.5%
-4.8%
T4
APH
Amphenol
Connectors
$145.77
$126.49
-13.2%
-9.6%
T1
BE
Bloom Energy
Power Gen
$155.67
$135.00
-13.3%
-9.6%
Key Takeaways
▲Portfolio crushes SPY by +13.5%. Equal-weight (+12.8%) and tier-weighted (+14.8%) both massively outperform the S&P 500 (-0.7%) through 43 days. Ceasefire week rally accelerated DC infra names.
▲Tier 1 widens lead. MRVL (+57.3%), BE (+7.1%), MOD (+6.3%), AMKR (+21.4%), MU (+2.0%) - Marvell breakout continues. Tier avg +18.8%.
⚠21 of 23 stocks beat SPY. Nearly every name outperformed the benchmark. Thesis validated across all tiers.
⚠ HINDSIGHT CAVEAT: This is NOT a true backtest. The ranking model (Gabriel) was built on March 31 with full knowledge of the war's progression. Look-ahead bias contaminates these results. Treat this as feature analysis, not a prediction track record. Real out-of-sample tracking begins April 1, 2026.
■ ACCOUNTABILITY SCORECARD: Track predictions, measure outcomes, and identify cognitive biases. Honest self-assessment is the only way to improve forecasting accuracy over time.
Prediction Tracker
Date
Prediction
Probability
Outcome
Score
Apr 7
Ceasefire announced within 48 hours
35%
Correct - Ceasefire announced Apr 7
+1
Apr 8
Hormuz fully reopens within 7 days of ceasefire
25%
Pending - Effectively still closed (Day 4)
-
Apr 10
Islamabad talks produce framework deal by Apr 15
20%
Failed - 21h marathon, no deal, Vance departed
+1
Apr 10
Brent falls below $90 by Apr 21 if ceasefire holds
40%
Pending
-
Apr 10
Lebanon dispute derails permanent ceasefire
55%
Pending
-
Apr 12
Islamabad talks produce framework deal by Apr 15
20%
Failed - Talks collapsed after 21h, no deal
+1
Apr 12
Oil spikes 3%+ Monday on Islamabad failure
55%
Pending
-
Apr 12
Ceasefire collapses before Apr 21 expiry
40%
Pending
-
-
Add new predictions here...
-
-
-
Cognitive Bias Checklist
A
Anchoring: Am I over-weighting the first piece of information I received? (e.g., initial oil price spike, early war predictions)
C
Confirmation: Am I seeking information that confirms my existing view? Cross-check bearish sources if bullish, and vice versa.
R
Recency: Am I over-weighting the latest news? (e.g., today's oil move, latest headline) Look at weekly/monthly trends.
A
Availability: Am I over-weighting dramatic events that come to mind easily? (e.g., missile strikes vs. quiet diplomacy progress)
G
Groupthink: Am I agreeing with consensus because everyone else does? Check contrarian views and base rates.
AI Bias Lessons (Jim's Experience)
Jim correctly identified that Gemini was tilting bad news his way. Key patterns to watch:
AI "daily briefings" create urgency bias - compare weekly trendlines, not daily noise
Worst-case scenarios often presented without probability weighting
Physical vs futures price divergence is more informative than either alone
Cross-reference AI summaries against EIA, IEA, and Goldman primary reports