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AI Infrastructure Boom

ACTIVEUpdated Mar 13, 2026

What's Happening

Trading Day 10 (Mar 13) — pre-GTC positioning, AVGO diverges:

**CRDO +5.49% ($112→$118):** The strongest AI semi move of the day. Pre-GTC positioning — connectivity plays rallying into Jensen Huang keynote Monday. Rebalance buy at $97.30 now +21%. The market is front-running GTC announcements.

**AVGO -4.13% ($336→$322):** Sharpest single-day decline of the conflict. CEO comments about "2026 AI demand hard to pinpoint" spooked the market. Margin dilution concerns from custom silicon scaling. At $322, AVGO is 18x fwdPE — approaching value territory but sentiment damaged.

**PLTR -1.66% ($154→$151):** Gave back yesterday's gains. Broad softness.

**SMCI -0.49% ($31→$31):** Flat. Rebalance entry at $30.68 holding.

**PCE core 3.1% (hot):** January PCE released Mar 13 — core up from 3.0% to 3.1%, above the 2% target. Rate cuts priced out through Q3 2026. 2Y yield surged 3.8%→4.4%. Higher rates compress growth multiples but AI capex remains demand-pull — structural spending that does not depend on rate cycles.

**NVIDIA GTC (Mar 16, Monday):** Jensen Huang keynote 11 AM PT. Blackwell Ultra, updated demand guidance. CRDO pre-positioning suggests the market expects strong announcements.

**FOMC (Mar 17-18, Tue-Wed):** Maximum catalyst density — GTC Monday followed by rate decision Wednesday. CME FedWatch: 75% probability fed funds stays 3.5-3.75% through summer.

📈 Bull Case

CRDO +5.49% pre-GTC rally signals strong expectations for Monday keynote. Five consecutive AI semi beats confirm structural demand. GTC Monday → FOMC Wednesday creates maximum catalyst density — strong GTC + dovish FOMC = most bullish scenario. AVGO at 18x fwdPE approaching value despite CEO uncertainty. AI capex completely decoupled from oil crisis and rate cycle.

📉 Bear Case

AVGO -4.13% on CEO "hard to pinpoint" 2026 demand is a warning — if the largest custom silicon player is uncertain, downstream names are at risk. PCE core 3.1% (hot) means rate cuts priced out through Q3, compressing growth multiples. If GTC disappoints Monday, the pre-positioning unwind could be violent. CRDO +5.49% may be buy-the-rumor, sell-the-news.

Supply Chain Coverage

60 stocks across 15 categories. Tap a category to expand.

NVDANVIDIA Corporation
$180.00
AI Infrastructure Boom: +98 bull+98
-15% ATH+56% bull17x PE
AI Workforce Disruption: +30 bullGlobal Trade Realignment: -25 bear
Mkt Cap $4.4T · PE 17x · 52W Low $87.00
AVGOBroadcom
$322.00
AI Infrastructure Boom: +95 bull+95
-22% ATH+65% bull18x PE
New Trade Bloc Formation: +25 bull
Mkt Cap $1.5T · PE 18x · 52W Low $138.00
AMDAdvanced Micro Devices
$193.00
AI Infrastructure Boom: +88 bull+88
-28% ATH+55% bull18x PE
Mkt Cap $315B · PE 18x · 52W Low $76.00
MRVLMarvell Technology
$88.00
AI Infrastructure Boom: +82 bull+82
-28% ATH+82% bull16x PE
Mkt Cap $76.7B · PE 16x · 52W Low $47.00
ARMArm Holdings
$116.00
AI Infrastructure Boom: +78 bull+78
-38% ATH+98% bull54x PE
New Trade Bloc Formation: +25 bullUSD & Fed Policy: -25 bear
Mkt Cap $123B · PE 54x · 52W Low $80.00
TXNTexas Instruments
$191.00
AI Infrastructure Boom: +45 bull+45
-17% ATH+44% bull24x PE
Global Trade Realignment: +65 bullNew Trade Bloc Formation: +25 bull
Mkt Cap $174B · PE 24x · 52W Low $140.00
IONQIonQ
$33.00
AI Infrastructure Boom: +10 bull+10
-61% ATH+173% bullN/A PE
Quantum Computing Breakout: +95 bull
Mkt Cap $12.1B · PE N/A · 52W Low $19.00
RGTIRigetti Computing
$16.00
AI Infrastructure Boom: +5 bull+5
-72% ATH+244% bullN/A PE
Quantum Computing Breakout: +90 bull
Mkt Cap $5.4B · PE N/A · 52W Low $7.00
TSMTaiwan Semiconductor
$338.00
AI Infrastructure Boom: +95 bull+95
-13% ATH+54% bull19x PE
Geopolitical Instability: -50 bearGlobal Trade Realignment: -30 bearNew Trade Bloc Formation: +30 bull
Mkt Cap $1.8T · PE 19x · 52W Low $134.00
INTCIntel
$46.00
AI Infrastructure Boom: +40 bull+40
-16% ATH+55% bull46x PE
Global Trade Realignment: +80 bullNew Trade Bloc Formation: +35 bullUS Debt & Spending Crisis: +35 bullUSD & Fed Policy: -25 bear
Mkt Cap $229B · PE 46x · 52W Low $18.00
GFSGlobalFoundries
$42.00
AI Infrastructure Boom: +30 bull+30
-24% ATH+55% bull18x PE
Global Trade Realignment: +75 bullNew Trade Bloc Formation: +30 bullUS Debt & Spending Crisis: +30 bull
Mkt Cap $23.3B · PE 18x · 52W Low $30.00
MUMicron Technology
$426.00
AI Infrastructure Boom: +80 bull+80
-7% ATH+23% bull9x PE
New Trade Bloc Formation: +22 bull
Mkt Cap $480B · PE 9x · 52W Low $62.00
SNDKSanDisk Corporation
$662.00
AI Infrastructure Boom: +55 bull+55
-9% ATH+51% bull8x PE
Mkt Cap $97.7B · PE 8x · 52W Low $28.00
WDCWestern Digital
$272.00
AI Infrastructure Boom: +40 bull+40
-12% ATH+62% bull20x PE
Mkt Cap $93.1B · PE 20x · 52W Low $29.00
CRDOCredo Technology
$118.00
AI Infrastructure Boom: +92 bull+92
-45% ATH+120% bull25x PE
Mkt Cap $21.7B · PE 25x · 52W Low $29.00
ALABAstera Labs
$120.00
AI Infrastructure Boom: +90 bull+90
-54% ATH+133% bull34x PE
Mkt Cap $20.5B · PE 34x · 52W Low $47.00
GLWCorning
$129.00
AI Infrastructure Boom: +78 bull+78
-20% ATH+33% bull33x PE
Mkt Cap $111B · PE 33x · 52W Low $37.00
TTMITTM Technologies
$91.00
AI Infrastructure Boom: +72 bull+72
-19% ATH+48% bull20x PE
Mkt Cap $9.4B · PE 20x · 52W Low $16.00
APHAmphenol
$134.00
AI Infrastructure Boom: +68 bull+68
-20% ATH+57% bull26x PE
Mkt Cap $165B · PE 26x · 52W Low $56.00
ANETArista Networks
$134.00
AI Infrastructure Boom: +82 bull+82
-19% ATH+37% bull31x PE
Mkt Cap $168B · PE 31x · 52W Low $59.00
CSCOCisco Systems
$78.00
AI Infrastructure Boom: +58 bull+58
-11% ATH+28% bull17x PE
Mkt Cap $309B · PE 17x · 52W Low $52.00
SMCISuper Micro Computer
$31.00
AI Infrastructure Boom: +85 bull+85
-53% ATH+94% bull10x PE
Mkt Cap $18.5B · PE 10x · 52W Low $28.00
DELLDell Technologies
$152.00
AI Infrastructure Boom: +82 bull+82
-13% ATH+18% bull11x PE
Mkt Cap $102B · PE 11x · 52W Low $66.00
FLEXFlex Ltd
$63.00
AI Infrastructure Boom: +30 bull+30
-12% ATH+43% bull17x PE
Global Trade Realignment: +55 bullNew Trade Bloc Formation: +50 bull
Mkt Cap $23.5B · PE 17x · 52W Low $25.00
VRTVertiv Holdings
$259.00
AI Infrastructure Boom: +90 bull+90
-6% ATH+24% bull32x PE
Energy Grid Supercycle: +35 bull
Mkt Cap $99B · PE 32x · 52W Low $54.00
VSTVistra Corp
$159.00
AI Infrastructure Boom: +78 bull+78
-28% ATH+45% bull14x PE
Energy Grid Supercycle: +90 bullGeopolitical Instability: +25 bull
Mkt Cap $53.9B · PE 14x · 52W Low $91.00
ETNEaton Corporation
$355.00
AI Infrastructure Boom: +75 bull+75
-13% ATH+55% bull23x PE
Energy Grid Supercycle: +75 bullNew Trade Bloc Formation: +22 bull
Mkt Cap $138B · PE 23x · 52W Low $232.00
BEBloom Energy
$155.00
AI Infrastructure Boom: +75 bull+75
-14% ATH+42% bull53x PE
Energy Grid Supercycle: +80 bullUSD & Fed Policy: -30 bear
Mkt Cap $43.3B · PE 53x · 52W Low $15.00
AEISAdvanced Energy
$302.00
AI Infrastructure Boom: +72 bull+72
-14% ATH+32% bull29x PE
Energy Grid Supercycle: +25 bull
Mkt Cap $11.4B · PE 29x · 52W Low $75.00
CEGConstellation Energy
$302.00
AI Infrastructure Boom: +70 bull+70
-27% ATH+52% bull22x PE
Energy Grid Supercycle: +95 bullGeopolitical Instability: +45 bullUS Debt & Spending Crisis: +25 bull
Mkt Cap $109B · PE 22x · 52W Low $161.00
GEVGE Vernova
$805.00
AI Infrastructure Boom: +35 bull+35
-10% ATH+37% bull35x PE
Energy Grid Supercycle: +95 bull
Mkt Cap $218B · PE 35x · 52W Low $252.00
HONHoneywell International
$235.00
AI Infrastructure Boom: +25 bull+25
-5% ATH+28% bull20x PE
Energy Grid Supercycle: +40 bullGlobal Trade Realignment: +35 bullNew Trade Bloc Formation: +25 bull
Mkt Cap $149B · PE 20x · 52W Low $169.00
NVTnVent Electric
$110.00
AI Infrastructure Boom: +82 bull+82
-11% ATH+41% bull23x PE
Mkt Cap $17.8B · PE 23x · 52W Low $42.00
MODModine Manufacturing
$189.00
AI Infrastructure Boom: +75 bull+75
-23% ATH+40% bull26x PE
Mkt Cap $9.9B · PE 26x · 52W Low $65.00
EQIXEquinix
$970.00
AI Infrastructure Boom: +80 bull+80
-2% ATH+19% bull55x PE
USD & Fed Policy: -30 bearEnergy Grid Supercycle: +25 bullNew Trade Bloc Formation: +22 bull
Mkt Cap $95.3B · PE 55x · 52W Low $701.00
DLRDigital Realty Trust
$180.00
AI Infrastructure Boom: +75 bull+75
-3% ATH+22% bull53x PE
USD & Fed Policy: -35 bearEnergy Grid Supercycle: +25 bull
Mkt Cap $62.8B · PE 53x · 52W Low $130.00
BXBlackstone
$107.00
AI Infrastructure Boom: +20 bull+20
-44% ATH+87% bull13x PE
USD & Fed Policy: +60 bull
Mkt Cap $131B · PE 13x · 52W Low $102.00
PLDPrologis
$132.00
AI Infrastructure Boom: +20 bull+20
-8% ATH+19% bull39x PE
Global Trade Realignment: +50 bullNew Trade Bloc Formation: +40 bull
Mkt Cap $122B · PE 39x · 52W Low $85.00
CRWVCoreWeave
$81.00
AI Infrastructure Boom: +88 bull+88
-57% ATH+210% bull39x PE
USD & Fed Policy: -30 bearAI Workforce Disruption: +25 bull
Mkt Cap $42.6B · PE 39x · 52W Low $34.00
NBISNebius Group
$113.00
AI Infrastructure Boom: +85 bull+85
-20% ATH+33% bullN/A PE
USD & Fed Policy: -25 bearAI Workforce Disruption: +25 bull
Mkt Cap $28.6B · PE N/A · 52W Low $18.00
PLTRPalantir
$151.00
AI Infrastructure Boom: +62 bull+62
-27% ATH+72% bull82x PE
Geopolitical Instability: +78 bullAI Workforce Disruption: +75 bullUS Debt & Spending Crisis: +55 bullGlobal Trade Realignment: +25 bullNew Trade Bloc Formation: +25 bull
Mkt Cap $361B · PE 82x · 52W Low $66.00
INODInnodata
$43.00
AI Infrastructure Boom: +50 bull+50
-54% ATH+63% bull24x PE
AI Workforce Disruption: +50 bull
Mkt Cap $1.4B · PE 24x · 52W Low $26.00
BAHBooz Allen Hamilton
$78.00
AI Infrastructure Boom: +35 bull+35
-40% ATH+67% bull12x PE
US Debt & Spending Crisis: +90 bullGeopolitical Instability: +50 bullAI Workforce Disruption: -35 bear
Mkt Cap $9.6B · PE 12x · 52W Low $74.00
PANWPalo Alto Networks
$167.00
AI Infrastructure Boom: +35 bull+35
-25% ATH+50% bull42x PE
Geopolitical Instability: +70 bullUS Debt & Spending Crisis: +30 bullEnergy Grid Supercycle: +25 bull
Mkt Cap $136B · PE 42x · 52W Low $140.00
AAPLApple
$250.00
AI Infrastructure Boom: +25 bull+25
-13% ATH+40% bull27x PE
Global Trade Realignment: -70 bearNew Trade Bloc Formation: -30 bear
Mkt Cap $3.7T · PE 27x · 52W Low $169.00
CAMTCamtek
$149.00
AI Infrastructure Boom: +60 bull+60
-15% ATH+38% bull34x PE
Mkt Cap $6.8B · PE 34x · 52W Low $47.00
NUENucor Corporation
$163.00
AI Infrastructure Boom: +40 bull+40
-17% ATH+41% bull12x PE
Global Trade Realignment: +65 bullNew Trade Bloc Formation: +40 bullEnergy Grid Supercycle: +35 bullUS Debt & Spending Crisis: +30 bull
Mkt Cap $37.4B · PE 12x · 52W Low $98.00
ROKRockwell Automation
$361.00
AI Infrastructure Boom: +35 bull+35
-18% ATH+39% bull26x PE
Global Trade Realignment: +60 bullNew Trade Bloc Formation: +45 bullAI Workforce Disruption: +30 bull
Mkt Cap $40.6B · PE 26x · 52W Low $215.00
CATCaterpillar
$694.00
AI Infrastructure Boom: +20 bull+20
-12% ATH+27% bull25x PE
Global Trade Realignment: +55 bullEnergy Grid Supercycle: +40 bullNew Trade Bloc Formation: +30 bullUSD & Fed Policy: +30 bullUS Debt & Spending Crisis: +30 bull
Mkt Cap $325B · PE 25x · 52W Low $267.00
GOOGLAlphabet
$302.00
AI Infrastructure Boom: +72 bull+72
-13% ATH+42% bull23x PE
Quantum Computing Breakout: +75 bullAI Workforce Disruption: +55 bullUSD & Fed Policy: +25 bull
Mkt Cap $3.7T · PE 23x · 52W Low $141.00
LMTLockheed Martin
$646.00
AI Infrastructure Boom: +10 bull+10
-7% ATH+24% bull20x PE
Geopolitical Instability: +95 bullUS Debt & Spending Crisis: +80 bullGlobal Trade Realignment: +25 bull
Mkt Cap $149B · PE 20x · 52W Low $410.00
RTXRTX Corporation
$205.00
AI Infrastructure Boom: +5 bull+5
-5% ATH+27% bull27x PE
Geopolitical Instability: +92 bullUS Debt & Spending Crisis: +75 bullGlobal Trade Realignment: +25 bull
Mkt Cap $275B · PE 27x · 52W Low $112.00
XOMExxon Mobil
$156.00
AI Infrastructure Boom: +5 bull+5
-2% ATH+19% bull18x PE
Geopolitical Instability: +85 bullUSD & Fed Policy: +35 bull
Mkt Cap $651B · PE 18x · 52W Low $98.00

📋 Also Impacted — scored for this event but uncategorized

QCOMQualcomm
$130.00
AI Infrastructure Boom: +30 bull+30
-38% ATH+69% bull12x PE
Global Trade Realignment: -55 bearNew Trade Bloc Formation: -35 bear
Mkt Cap $139B · PE 12x · 52W Low $121.00
EMREmerson Electric
$132.00
AI Infrastructure Boom: +15 bull+15
-20% ATH+36% bull18x PE
Energy Grid Supercycle: +50 bullAI Workforce Disruption: +25 bull
Mkt Cap $74.4B · PE 18x · 52W Low $90.00
GSGoldman Sachs
$782.00
AI Infrastructure Boom: +15 bull+15
-21% ATH+41% bull12x PE
USD & Fed Policy: +80 bullUS Debt & Spending Crisis: +25 bullAI Workforce Disruption: +25 bull
Mkt Cap $235B · PE 12x · 52W Low $439.00
OKLOOklo Inc
$58.00
AI Infrastructure Boom: +15 bull+15
-70% ATH+107% bullN/A PE
Energy Grid Supercycle: +65 bull
Mkt Cap $9.1B · PE N/A · 52W Low $17.00
PWRQuanta Services
$559.00
AI Infrastructure Boom: +20 bull+20
-3% ATH+25% bull36x PE
Energy Grid Supercycle: +90 bull
Mkt Cap $83.6B · PE 36x · 52W Low $227.00
NEENextEra Energy
$93.00
AI Infrastructure Boom: +15 bull+15
-3% ATH+19% bull21x PE
Energy Grid Supercycle: +85 bullUS Debt & Spending Crisis: +30 bullUSD & Fed Policy: -25 bear
Mkt Cap $193B · PE 21x · 52W Low $62.00
TSLATesla
$391.00
AI Infrastructure Boom: +15 bull+15
-22% ATH+53% bull139x PE
Global Trade Realignment: -65 bearUSD & Fed Policy: -30 bearEnergy Grid Supercycle: +30 bullAI Workforce Disruption: +30 bullNew Trade Bloc Formation: -25 bear
Mkt Cap $1.5T · PE 139x · 52W Low $214.00

🛡️ At Risk — negative exposure to this event

TLTiShares 20+ Year Treasury Bond ETF
$87.00
AI Infrastructure Boom: -15 bear-15
-7% ATH+25% bullN/A PE
USD & Fed Policy: +85 bullUS Debt & Spending Crisis: -30 bearNew Trade Bloc Formation: -25 bear
Mkt Cap ETF · PE N/A · 52W Low $83.00
GLDSPDR Gold Trust
$461.00
AI Infrastructure Boom: -10 bear-10
-10% ATH+27% bullN/A PE
Geopolitical Instability: +95 bullUSD & Fed Policy: +60 bullUS Debt & Spending Crisis: +55 bullNew Trade Bloc Formation: +32 bull
Mkt Cap ETF · PE N/A · 52W Low $273.00
NEMNewmont Corporation
$110.00
AI Infrastructure Boom: -5 bear-5
-19% ATH+59% bull10x PE
US Debt & Spending Crisis: +75 bullUSD & Fed Policy: +70 bullGeopolitical Instability: +35 bull
Mkt Cap $120B · PE 10x · 52W Low $43.00
Why Some Stocks Are USER — Research Methodology▸ expand

The Framework: Supply Chain First, Entry Quality Second

Core picks are selected by mapping the complete AI data center supply chain — every layer from silicon to software — identifying the dominant or most differentiated player in each, and only then filtering by entry quality and valuation. This produces picks with both structural importance and investable timing.

Stocks marked USER were requested by you but don't pass this framework as core recommendations. They're still tracked because they're legitimate AI infrastructure companies — but there's a specific reason each one didn't make the cut.

✅ 5 Stocks Promoted to Core — My Misses

These were originally user-added but pass the framework. Honest accounting of why I missed them:

TSM ROOT CAUSE: ATH-proximity bias

TSMC is the single most critical company in the AI supply chain — it manufactures every leading-edge chip. I excluded it because it was only 5% below ATH, which meant poor entry quality. But you can't analyze AI infrastructure without the company that physically makes every chip. The framework now says: map the monopoly first, flag entry timing second.

SMCI ROOT CAUSE: Governance aversion

Super Micro is the #1 AI server assembler and the deepest value play (71% below ATH, 14x PE). I avoided it because of the auditor resignation, delayed SEC filings, and short seller reports. The framework says: if a company is the dominant player in its layer, include it and flag the risks — don't exclude it entirely.

ANET ROOT CAUSE: ATH-proximity bias

Arista is the dominant Ethernet switching vendor for AI clusters. I skipped it for the same ATH-proximity reason as TSM. With the Feb selloff pushing it 24% below ATH, the entry has actually improved — which proves the original exclusion was wrong.

ARM ROOT CAUSE: Valuation aversion

Arm is the CPU architecture monopoly with 96% gross margins. I excluded it because 75x PE seemed unjustifiable. But it's a royalty-collecting IP monopoly — every chip shipped pays Arm a toll. The framework catches irreplaceable IP companies regardless of PE multiples.

NBIS ROOT CAUSE: Awareness gap

Nebius is CoreWeave's most direct competitor. I had CRWV but didn't know about Nebius (ex-Yandex restructure was recent). The framework would have caught this: once you map the gpu-cloud layer, you look for all players, not just the first one you find.

📋 9 Stocks That Remain USER — Why They Don't Make the Cut

These are real AI companies, but each has a specific disqualifier under the framework:

VRT

Layer saturated + poor entry. Power layer already has AEIS, VST, CEG. VRT is 6% below ATH at 32xx PE. Great company, terrible timing. Wait for a 20%+ pullback.

ETN

Layer saturated + poor entry. Same as VRT — power layer is covered. ETN is 13% below ATH at 23xx PE. Only ~25% DC revenue makes it a diluted play.

BE

Unprofitable + speculative. Interesting fuel cell thesis, but negative earnings and high volatility. VST and CEG provide profitable power exposure with less risk.

GLW

Poor entry + layer covered. Connectivity layer already covered by CRDO (75-88% AEC share) and ALAB (86% retimer share). GLW is 20% below ATH at 33xx PE — no edge vs the pure-plays already in the list.

CSCO

Losing to the layer leader. AI score 58. Arista is eating Cisco's lunch in high-end DC switching. The 17xx PE looks cheap because growth is low single digits.

APH

Layer covered + poor entry. Connectivity layer has CRDO and ALAB as pure-play picks. APH is 20% below ATH at 26xx PE with only ~25% DC revenue. Reliable compounder, but not differentiated enough.

TXN

Indirect AI exposure. AI score 45 — analog chips are in DC power supplies but that's a stretch as a real AI play. Better positioned for global trade event (score 65) than AI capex.

SNDK

Commodity storage. AI score 55. NAND flash is a commodity business. Memory layer already has MU (HBM, the real AI memory play). Currently 9% below ATH at 8xx PE.

WDC

Commodity storage. AI score 40 — lowest of all AI stocks. HDDs losing share to SSDs long-term. At 20xx PE, 12% below ATH. Memory layer covered by MU which has the real AI play (HBM).

🎯 The Lesson

The original research optimized for room-to-run — stocks with big discounts from ATH and asymmetric upside. This is a valid filter, but applying it before mapping the supply chain caused blind spots: the most important companies (TSM, ANET) were excluded because they looked expensive. The fix is simple: map first, filter second. You need to know what the full playing field looks like before deciding where to place bets.

Catalyst Calendar

HIGHMar 13RESOLVED: CRDO +5.49% pre-GTC. AVGO -4.13% CEO uncertainty. PCE core 3.1% (hot). Rate cuts priced out through Q3.
HIGHMar 12RESOLVED: SPY -1.52% broad selloff on oil $96 (+10%). AI names outperform. CRDO -3.74% profit-taking, PLTR +1.25%.
HIGHMar 16NVIDIA GTC — Jensen Huang keynote 11 AM PT, Blackwell Ultra, updated demand guidance. Next trading day.
HIGHMar 17-18FOMC meeting — rate decision. CME 75% hold at 3.5-3.75%. Maximum catalyst density with GTC.
MEDIUMMar 18PPI release — producer prices, energy cost pass-through check
MEDIUMMar 19Micron (MU) Q2 earnings — HBM demand confirmation

💡 Cross-Event Note

PCE hot (usd_fed) creates the cross-current: rate cuts priced out through Q3 but AI capex thesis remains intact because it is demand-pull, not rate-sensitive. Oil at $99 WTI (iran_conflict) adds data center opex but does not impair structural demand. CRDO pre-GTC rally is decoupled from both oil and rates. GTC Monday → FOMC Wednesday is the most information-dense 3-day window of the conflict.