StockNews falsifiable investment trees Risk map Manual

Investment Tree Essays

StockNews is a personal research notebook for long-term equity decisions. Each entry below is one investment "tree" built from public sources — 10-Ks, earnings calls, regulatory filings, trade press — and refreshed when material events fire.

Drawing a tree means stating one falsifiable thesis at the trunk (what the market is mispricing), then forcing it through five branches that each ask a different way it could be wrong: profit pool, valuation, S-curve position, strategic threats, and optionality. Each branch carries roughly three leaves of evidence, marked ✅ supported · ⚠️ partial · ✗ falsified against a specific source. The tree gives you the structured reasoning; the position decision is yours.

Personal research notes. Not investment advice. Sources cited per-essay.

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Cycle exposure
AI-capex high 13 · AI-capex mid 7 · AI-capex low 3 · Uncorrelated 11 · Unclassified 11
44%AI-capex exposure
Top 10 read next
  1. ANTHROPIC Overdue 6d · ⚑ Anthropic PBC (pre-IPO) — Investment Tree v1 priority 65
  2. AAPL Overdue 7d · Stale conviction Apple Inc. (AAPL) — Investment Tree v1 priority 40
  3. HOOD Overdue 13d Robinhood Markets (HOOD) — Investment Tree v1 priority 40
  4. NVDA Overdue 13d NVIDIA (NVDA) — Investment Tree v1 priority 40
  5. PLTR Overdue 7d Palantir Technologies (PLTR) — Investment Tree v1 priority 40
  6. SPACEX Overdue 7d Space Exploration Technologies Corp. (SPACEX) — Investment Tree v1 priority 40
  7. SIVE Sivers Semiconductors AB (SIVE) — Investment Tree v1 priority 35
  8. SIVEF Sivers Semiconductors AB (SIVEF) — US OTC Line · Investment Tree v1 priority 35
  9. MP Grade C MP Materials Corp (MP) — Investment Tree v1 priority 30
  10. F ⚑ · Flag + high score Ford Motor Company (F) — Investment Tree v1 priority 25

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CRWD Grade A Fresh Updated 2026-06-22

CrowdStrike Holdings (CRWD) — Investment Tree v1

Endpoint incumbent pivoting to AI security control plane·Option value structural blindness no model field

Verdicts 5 ✅ · 8 ⚠️ · 0 ✗ · 2 ⊗H-0 48%Prob 30502030/50/20
XII 81%Durability 20/25Cycle AI-capex lowPrice $685†Sources 13 0/11/2
DELL Grade A Fresh Updated 2026-06-18

Dell Technologies (DELL) — Investment Tree v1

Enterprise AI platform compounder in disclosure triggered identity switch·Structural blindness lifecycle stage classification error

Verdicts 9 ✅ · 7 ⚠️ · 0 ✗ · 3 ⊗H-0 48%Prob 25502525/50/25
XII 73%Durability 17/25Cycle AI-capex highPrice $430.00Sources 12 0/9/3
ANET Grade A Fresh Updated 2026-06-15

Arista Networks (ANET) — Investment Tree v1

Networking os platform mid transition from hardware cycle vendor·Structural blindness lifecycle stage classification error

Verdicts 10 ✅ · 8 ⚠️ · 0 ✗ · 0 ⊗H-0 62%Prob 25502525/50/25
XII 74%Durability 21/25Cycle AI-capex highPrice $163.24Sources 13 0/9/4
MU Grade A Fresh Updated 2026-06-11

Micron Technology (MU) — Investment Tree v1

Commodity memory cyclical becoming AI infrastructure compounder·Cognitive bias lifecycle stage classification error

Verdicts 12 ✅ · 3 ⚠️ · 0 ✗ · 1 ⊗H-0 65%Prob 30502030/50/20
XII 87%Durability 21/25Cycle AI-capex highPrice $919.53Sources 12 0/11/1
NOW Grade A Fresh Updated 2026-06-08

ServiceNow, Inc. (NOW) — Investment Tree v1

Best in class workflow compounder de rated on agentic AI fear·AI disruption fear overcorrection vs beneficiary evidence

Verdicts 8 ✅ · 5 ⚠️ · 0 ✗ · 1 ⊗H-0 64%Prob 30502030/50/20
XII 95%Durability 21/25Cycle AI-capex lowPrice $112.45Sources 14 7/7/0
⚠ Score conflict
PLTR Grade B Overdue 7d Updated 2026-06-08

Palantir Technologies (PLTR) — Investment Tree v1

Platform vs substitute under co-opetition·Narrative overhang × political overlay

Verdicts 5 ✅ · 8 ⚠️ · 2 ✗H-0 63%Prob 40402040/40/20
XII 77%Durability 17/25Price $135.53Sources 27 13/13/1
SIVE Grade A Fresh Updated 2026-06-08

Sivers Semiconductors AB (SIVE) — Investment Tree v1

Pipeline promise photonics cash burner on AI attached retail pump·AI attached small cap hype overvaluation

⚑ Fatal: Q3 capital allocation — never FCF-positive, serial diluter funding losses by recurring equity issuance; dev-cost impairments +2

Verdicts 1 ✅ · 8 ⚠️ · 8 ✗ · 3 ⊗H-0 28%Prob 15503515/50/35
XII 22%Durability 8/25Cycle AI-capex highPrice $7.77Sources 18 1/13/4
SIVEF Grade A Fresh Updated 2026-06-08

Sivers Semiconductors AB (SIVEF) — US OTC Line · Investment Tree v1

Pipeline promise photonics cash burner on AI attached retail pump·AI attached small cap hype overvaluation

⚑ Fatal: Q3 capital allocation — never FCF-positive, serial diluter funding losses by recurring equity issuance; dev-cost impairments +2

Verdicts 1 ✅ · 8 ⚠️ · 8 ✗ · 3 ⊗H-0 28%Prob 15503515/50/35
XII 22%Durability 8/25Cycle AI-capex highPrice $7.77
SPACEX Grade B Overdue 7d Updated 2026-06-08

Space Exploration Technologies Corp. (SPACEX) — Investment Tree v1

Leo broadband monopoly with launch rump and AI bandwidth optionality·SOTP blindness on three segment stack

Verdicts 3 ✅ · 8 ⚠️ · 2 ✗ · 2 ⊗H-0 48%Prob 18523018/52/30
XII 52%Durability 17/25Price $135.00Sources 23 3/13/7
TOTDY Grade A Fresh Updated 2026-06-08

TOTO (TOTDY) — Investment Tree v1

Rerating played out now fully valued·Momentum-source mispricing vs cycle decay

Verdicts 9 ✅ · 7 ⚠️ · 0 ✗H-0 62%Prob 18523018/52/30
XII 72%Durability 20/25Cycle AI-capex midPrice $49.30Sources 46 25/21/0
⚠ Bear-tilted moat
SFTBY Grade A Fresh Updated 2026-06-04

SoftBank Group Corp. (SFTBY) — Investment Tree v1

Holding company at nav discount with arm ip compounding and AI orchestration option·Anchoring bias vision fund framing

Verdicts 9 ✅ · 5 ⚠️ · 0 ✗ · 1 ⊗H-0 62%Prob 30452530/45/25
XII 79%Durability 21/25Cycle AI-capex highPrice $28.00Sources 13 (unscored)
ANTHROPIC Grade B Overdue 6d Updated 2026-06-02

Anthropic PBC (pre-IPO) — Investment Tree v1

Frontier llm credible second with coi discount·Narrative driven overvaluation with analyst reliability discount

⚑ Fatal: Type E methodological flag — CoI haircut (Claude analyzing Anthropic); WAIT for external analyst regardless of substantive evidence

Verdicts 0 ✅ · 8 ⚠️ · 2 ✗ · 5 ⊗H-0 52%Prob 25453025/45/30
XII 52%Durability 17/25Price $965BSources 22 6/9/7
HOOD Grade B Overdue 13d Updated 2026-06-02

Robinhood Markets (HOOD) — Investment Tree v1

Identity-switch candidate·Identity misclassification — broker vs railroad

Verdicts 9 ✅ · 3 ⚠️ · 0 ✗H-0 74%Prob 35471835/47/18
XII 88%Durability 18/25Price $94.30Sources 12 7/4/1
NVDA Grade A Overdue 13d Updated 2026-06-02

NVIDIA (NVDA) — Investment Tree v1

Dominant incumbent under forced dual transition·Capital-intensity misunderstanding

Verdicts 9 ✅ · 7 ⚠️ · 3 ✗ · 1 ⊗H-0 82%Prob 28522028/52/20
XII 86%Durability 21/25Cycle AI-capex highPrice $224.36Sources 18 5/9/4
TCEHY Grade A Due in 8d Updated 2026-06-02

Tencent Holdings (TCEHY) — Investment Tree v1

Dominant super app compounder cheap on SOTP with geopolitical overhang·SOTP operating company obscured by portfolio plus geopolitical discount

Verdicts 9 ✅ · 2 ⚠️ · 1 ✗ · 3 ⊗H-0 66%Prob 30452530/45/25
XII 89%Durability 20/25Cycle UncorrelatedPrice $54.60Sources 25 0/11/14
BYD Grade A Fresh Updated 2026-06-01

BYD Company Limited (1211.HK / 002594.SZ) — Investment Tree v1

Chinese EV platform with SOTP battery option under tariff and software siege·SOTP blindness on multi subsidiary platform misclassified as pure EV OEM

Verdicts 4 ✅ · 8 ⚠️ · 1 ✗ · 2 ⊗H-0 50%Prob 25502525/50/25
XII 64%Durability 21/25Cycle UncorrelatedPrice HK$305†Sources 11 1/5/5
RVMD Grade A Fresh Updated 2026-06-01

Revolution Medicines (RVMD) — Investment Tree v1

De risked single asset ras platform at commercial inflection·Lead asset derisking fully priced platform right tail uncertain

Verdicts 6 ✅ · 10 ⚠️ · 3 ✗ · 3 ⊗H-0 55%Prob 30452530/45/25
XII 64%Durability 15/25Cycle UncorrelatedPrice $157.99Sources 10 4/5/1
AJNMY Grade A Fresh Updated 2026-05-30

Ajinomoto (AJNMY) — Investment Tree v1

AI infrastructure monopoly with food cash engine·Structural blindness on segment reporting

Verdicts 8 ✅ · 5 ⚠️ · 0 ✗H-0 78%Prob 30502030/50/20
XII 91%Durability 22/25Cycle AI-capex highPrice $32.17Sources 48 27/17/4
AMZN Grade A Fresh Updated 2026-05-30

Amazon.com Inc (AMZN) — Investment Tree v1

Three platform conglomerate with AWS reaccelerating and AI capex FCF compression·SOTP attribution blindness on advertising platform and trainium optionality

Verdicts 7 ✅ · 6 ⚠️ · 2 ✗ · 2 ⊗H-0 50%Prob 25502525/50/25
XII 78%Durability 19/25Cycle AI-capex midPrice $270.64Sources 18 5/2/11
ASML Grade A Fresh Updated 2026-05-30

ASML Holding N.V. (ASML) — Investment Tree v1

EUV monopoly with AI capex supercycle and china overhang·Cyclical capital equipment lens vs structural monopoly lens

Verdicts 13 ✅ · 7 ⚠️ · 0 ✗ · 0 ⊗H-0 68%Prob 30502030/50/20
XII 93%Durability 23/25Cycle AI-capex highPrice $1,612.76Sources 34 15/2/0
AVGO Screening memo Fresh Updated 2026-05-30

Broadcom Inc. (AVGO) — Investment Tree v1

Custom AI silicon with vmware cash engine and hyperscaler asic tam expansion·AI silicon rerating largely complete now fully valued

Screening memo, not investment memo — Tier-C evidence throughout; pull primary sources before sizing.

Verdicts 12 ✅ · 2 ⚠️ · 0 ✗ · 0 ⊗H-0 72%Prob 30452530/45/25
XII 87%Durability 21/25Cycle AI-capex highPrice $446.77Sources 26 1/8/0
⚠ High conv / Grade C
BABA Grade A Fresh Updated 2026-05-30

Alibaba Group (BABA) — Investment Tree v1

Chinese technology conglomerate with cloud rerating confirming amid investment cycle profit trough·Regulatory overhang cognitive bias suppressing cloud SOTP rerating

Verdicts 7 ✅ · 4 ⚠️ · 3 ✗ · 1 ⊗H-0 63%Prob 30452530/45/25
XII 72%Durability 21/25Cycle AI-capex midPrice $124.22Sources 23 10/2/11
COIN Screening memo Fresh Updated 2026-05-30

Coinbase Global Inc. (COIN) — Investment Tree v1

Crypto cycle platform with subscription services compounder and regulatory option·Transaction revenue cyclicality lens underprices s and s compounder

Screening memo, not investment memo — Tier-C evidence throughout; pull primary sources before sizing.

Verdicts 5 ✅ · 8 ⚠️ · 0 ✗ · 0 ⊗H-0 67%Prob 25453025/45/30
XII 68%Durability 16/25Cycle UncorrelatedPrice $189.03Sources 23 0/5/0
DIS Screening memo Fresh Updated 2026-05-30

The Walt Disney Company (DIS) — Investment Tree v1

Media conglomerate undergoing forced segment re segmentation with streaming profitability pivot·Per segment headline week interpretation misses integrated resegmentation

Screening memo, not investment memo — Tier-C evidence throughout; pull primary sources before sizing.

Verdicts 2 ✅ · 8 ⚠️ · 0 ✗ · 0 ⊗H-0 64%Prob 25552025/55/20
XII 70%Durability 18/25Cycle UncorrelatedPrice $101.83Sources 16 0/4/0
F Grade B Fresh Updated 2026-05-30

Ford Motor Company (F) — Investment Tree v1

Incumbent mid-strategic-reset·Yield-substitute pricing ignores fundamental improvement

⚑ Fatal: Q3 10-year capital allocation — ROIC < WACC chronically; serial value destroyer per K.3.1 canonical

Verdicts 6 ✅ · 10 ⚠️ · 3 ✗ · 5 ⊗H-0 60%Prob 20503020/50/30
XII 81%Durability 17/25Price $17.44Sources 19 13/6/0
⚠ Flag + high score
ISRG Screening memo Fresh Updated 2026-05-30

Intuitive Surgical Inc. (ISRG) — Investment Tree v1

Da vinci installed base monopoly with AI surgical analytics and single port expansion·Recurring revenue compounder lens underpriced vs system sales lens

Screening memo, not investment memo — Tier-C evidence throughout; pull primary sources before sizing.

Verdicts 8 ✅ · 5 ⚠️ · 0 ✗ · 0 ⊗H-0 72%Prob 30551530/55/15
XII 93%Durability 23/25Cycle UncorrelatedPrice $424.64Sources 21 0/3/0
⚠ High conv / Grade C
LLY Grade A Fresh Updated 2026-05-30

Eli Lilly and Company (LLY) — Investment Tree v1

Glp 1 cash compounder with AI drug discovery option and ira overhang·Time horizon discount on fy2028 fy2035 cash flows under ira and biosimilar tail

Verdicts 10 ✅ · 9 ⚠️ · 0 ✗ · 0 ⊗H-0 67%Prob 25502525/50/25
XII 81%Durability 20/25Cycle UncorrelatedPrice $1105Sources 27 5/2/0
MP Screening memo Fresh Updated 2026-05-30

MP Materials Corp (MP) — Investment Tree v1

Rare earth strategic asset rerated on dod backstop now richly valued·Dod backstop rerating largely priced in

Screening memo, not investment memo — Tier-C evidence throughout; pull primary sources before sizing.

Verdicts 7 ✅ · 5 ⚠️ · 0 ✗ · 0 ⊗H-0 62%Prob 30452530/45/25
XII 62%Durability 14/25Cycle UncorrelatedPrice $64.70Sources 25 2/6/0
MSFT Grade A Fresh Updated 2026-05-30

Microsoft Corporation (MSFT) — Investment Tree v1

Dominant platform compounder with AI thesis confirming at full multiple·Blended multiple obscuring three distinct platform businesses

Verdicts 8 ✅ · 7 ⚠️ · 0 ✗ · 0 ⊗H-0 63%Prob 30452530/45/25
XII 90%Durability 21/25Cycle AI-capex midPrice $450.24Sources 19 7/3/9
⚠ Score conflict
NOK Grade B Fresh Updated 2026-05-30

Nokia Oyj (NOK) — Investment Tree v1

AI networking pivot confirmed but fully rerated above fair value·Rerating overshot cheap mispricing now closed

Verdicts 6 ✅ · 8 ⚠️ · 1 ✗ · 0 ⊗H-0 45%Prob 25502525/50/25
XII 70%Durability 17/25Price $14.84Sources 16 3/8/5
ORCL Screening memo Fresh Updated 2026-05-30

Oracle Corporation (ORCL) — Investment Tree v1

Enterprise database incumbent pivoting to AI cloud growth engine·AI cloud backlog rerating priced in with leverage FCF risk

Screening memo, not investment memo — Tier-C evidence throughout; pull primary sources before sizing.

Verdicts 9 ✅ · 6 ⚠️ · 0 ✗ · 0 ⊗H-0 70%Prob 30452530/45/25
XII 72%Durability 19/25Cycle AI-capex midPrice $225.78Sources 25 2/6/0
PATH Grade A Fresh Updated 2026-05-30

UiPath (PATH) — Investment Tree v1

Disrupted incumbent pivoting to agentic orchestration infrastructure·AI victim bias suppressing orchestration infrastructure rerating

Verdicts 4 ✅ · 7 ⚠️ · 4 ✗ · 0 ⊗H-0 48%Prob 30452530/45/25
XII 54%Durability 17/25Cycle AI-capex lowPrice $11.72Sources 13 10/1/1
RESONAC Grade A Fresh Updated 2026-05-30

Resonac Holdings (4004.T) — Investment Tree v1

AI back end materials leader confirmed but fully valued post rerating·AI materials rerating largely priced in

Verdicts 6 ✅ · 5 ⚠️ · 0 ✗H-0 68%Prob 25502525/50/25
XII 73%Durability 19/25Cycle AI-capex highPrice $113.68Sources 8 6/2/0
V Grade A Fresh Updated 2026-05-30

Visa Inc. (V) — Investment Tree v1

Payments network monopoly with vas second curve under stablecoin and agentic AI threat·Interpretation gap on stablecoin and agentic AI displacement timing

Verdicts 7 ✅ · 11 ⚠️ · 0 ✗ · 0 ⊗H-0 62%Prob 25552025/55/20
XII 91%Durability 21/25Cycle UncorrelatedPrice $326.36Sources 27 5/2/0
⚠ Score conflict
VEEV Screening memo Fresh Updated 2026-05-30

Veeva Systems Inc. (VEEV) — Investment Tree v1

Vertical cloud SaaS for pharma with salesforce to vault migration overhang·Back loaded vault crm migration de risk not priced

Screening memo, not investment memo — Tier-C evidence throughout; pull primary sources before sizing.

Verdicts 8 ✅ · 5 ⚠️ · 0 ✗ · 0 ⊗H-0 71%Prob 25552025/55/20
XII 91%Durability 22/25Cycle UncorrelatedPrice $174.34Sources 20 0/4/0
⚠ High conv / Grade C
WMT Grade A Fresh Updated 2026-05-30

Walmart Inc (WMT) — Investment Tree v1

Retail incumbent pivoting to platform with advertising second curve and AI cost out·Orphan asset value inside blended retail multiple

Verdicts 7 ✅ · 11 ⚠️ · 0 ✗ · 0 ⊗H-0 65%Prob 30452530/45/25
XII 92%Durability 21/25Cycle UncorrelatedPrice $115.75Sources 26 7/2/0
AMD Grade A Fresh Updated 2026-05-29

Advanced Micro Devices (AMD) — Investment Tree v1

Confirmed three platform compounder priced for perfection·Re rating complete priced above fair value

Verdicts 9 ✅ · 2 ⚠️ · 4 ✗ · 0 ⊗H-0 62%Prob 25453025/45/30
XII 77%Durability 22/25Cycle AI-capex highPrice $516.10Sources 23 7/13/3
GOOGL Grade A Fresh Updated 2026-05-20

Alphabet (GOOGL) — Investment Tree v1

Dominant incumbent under forced dual transition·AI overhang overcorrection

Verdicts 13 ✅ · 2 ⚠️H-0 90%Prob 30551530/55/15
XII 90%Durability 20/25Cycle AI-capex midPrice $355Sources 12 7/4/1
⚠ Stale conviction
TSLA Grade B Fresh Updated 2026-05-17

Tesla, Inc. (TSLA) — Investment Tree v1

Pre inflection optionality with eroding auto core·Time lag and founder narrative premium

Verdicts 3 ✅ · 5 ⚠️ · 2 ✗ · 5 ⊗H-0 50%Prob 30353530/35/35
XII 52%Durability 17/25Price $422Sources 21 21/0/0
TSM Grade A Fresh Updated 2026-05-17

Taiwan Semiconductor Manufacturing Co. (TSM) — Investment Tree v1

Process node monopoly with geopolitical discount partially compressed·Cognitive bias geopolitical discount now partially priced

Verdicts 10 ✅ · 5 ⚠️ · 0 ✗ · 2 ⊗H-0 72%Prob 30452530/45/25
XII 86%Durability 24/25Cycle AI-capex highPrice $410Sources 21 21/0/0
⚠ Stale conviction
OPENAI Grade B Fresh Updated 2026-05-15

OpenAI Group PBC (OPENAI) — Investment Tree v1

AI utility or compute trap with foundation warrant overhang·Governance discount overweight

Verdicts 4 ✅ · 10 ⚠️ · 3 ✗ · 4 ⊗H-0 58%Prob 22502822/50/28
XII 67%Durability 16/25Price $1,000.00Sources 21 0/17/4
META Grade A Fresh Updated 2026-05-11

Meta Platforms (META) — Investment Tree v1

Family of apps cash machine with AR and AI options under regulatory shadow·Bimodal distribution mispricing

Verdicts 3 ✅ · 12 ⚠️ · 0 ✗ · 0 ⊗H-0 62%Prob 17424117/42/41
XII 76%Durability 20/25Cycle AI-capex midPrice $614.23Sources 17 17/0/0
⚠ Bear-tilted moat
CAT Grade B Fresh Updated 2026-05-07

Caterpillar Inc. (CAT) — Investment Tree v1

Cyclical incumbent with data center power optionality·Identity persistence blocking AI adjacency reframing

Verdicts 9 ✅ · 8 ⚠️ · 0 ✗ · 1 ⊗H-0 62%Prob 28522028/52/20
XII 87%Durability 21/25Price $917.64Sources 12 5/6/1
⚠ Score conflict⚠ Stale conviction
AAPL Grade B Overdue 7d Updated 2026-05-04

Apple Inc. (AAPL) — Investment Tree v1

Platform services transition from hardware incumbent·SOTP blindness on services vs hardware

Verdicts 7 ✅ · 7 ⚠️ · 0 ✗ · 1 ⊗H-0 65%Prob 30452530/45/25
XII 85%Durability 19/25Price $280Sources 11 8/2/1
⚠ Stale conviction
COST Grade B Fresh Updated 2026-05-03

Costco Wholesale (COST) — Investment Tree v1

High-quality compounder at full price·Asymmetric upside vs downside (unfavorable)

Verdicts 13 ✅ · 11 ⚠️ · 4 ✗ · 7 ⊗H-0 60%Prob 18523018/52/30
XII 91%Durability 23/25Price $1,014.53Sources 6 5/1/0
⚠ Score conflict⚠ Stale conviction