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.
Since last publish 4 new tickers: COKE, CVX, MCD, SHOP 3 research-grade change(s)6 H-0 confidence change(s)1 XII scorecard change(s)Show per-ticker deltas COKE NEW CVX NEW MCD NEW SHOP NEW AVGO H-0 72 → 75 COST Grade B → A · Cycle — → uncorrelated DELL H-0 48 → 51 MU H-0 65 → 70 ORCL XII 72 → 75 PATH H-0 48 → 53 PLTR Grade B → A · Cycle — → ai-capex-low SNOW H-0 55 → 62 TSLA Grade B → A · H-0 51 → 47 · Cycle — → uncorrelated
Cycle exposure
AI-capex high 13 · AI-capex mid 9 · AI-capex low 6 · Uncorrelated 25 · Unclassified 8
10 Overdue review 3 Due soon (≤14d) 4 Fatal flagged 7 Screening memos 15 Strong but stale 22 Contradiction watch 36% AI-capex exposure
Top 10 read next ANTHROPIC Overdue 3d · ⚑ Anthropic PBC (pre-IPO) — Investment Tree v1 priority 65 AVGO Overdue 10d · Grade C · High conv / Grade C Broadcom Inc. (AVGO) — Investment Tree v1 priority 60 ORCL Overdue 14d · Grade C Oracle Corporation (ORCL) — Investment Tree v1 priority 60 ASML Overdue 3d · Stale conviction ASML Holding N.V. (ASML) — Investment Tree v1 priority 40 HOOD Overdue 3d Robinhood Markets (HOOD) — Investment Tree v1 priority 40 NET Overdue 3d Cloudflare, Inc. (NET) — Investment Tree v1 priority 40 NVDA Overdue 6d NVIDIA (NVDA) — Investment Tree v1 priority 40 PLTR Overdue 6d Palantir Technologies (PLTR) — Investment Tree v1 priority 40 SPACEX Overdue 3d Space Exploration Technologies Corp. (SPACEX) — Investment Tree v1 priority 40 TSM Overdue 3d · Stale conviction Taiwan Semiconductor Manufacturing Co. (TSM) — Investment Tree v1 priority 40
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Costco Wholesale (COST) — Investment Tree v1
High-quality compounder at full price · Asymmetric upside vs downside (unfavorable)
⚠ Score conflict ⚠ Bear-tilted moat
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.
McDonald's Corporation (MCD) — Investment Tree v1
Land backed rent annuity with a fading royalty kicker · Rent annuity and royalty claim blended into one multiple
NVIDIA (NVDA) — Investment Tree v1
Dominant incumbent under forced dual transition · Capital-intensity misunderstanding
Palantir Technologies (PLTR) — Investment Tree v1
Platform vs substitute under co-opetition · Narrative overhang × political overlay
Tesla, Inc. (TSLA) — Investment Tree v1
Pre inflection optionality with eroding auto core · Time lag and founder narrative premium
The Goldman Sachs Group, Inc. (GS) — Investment Tree v1
Dealmaking franchise fee momentum racing a still dominant capital intensive trading engine · Structural blindness lifecycle stage classification error
⚠ Score conflict ⚠ Bear-tilted moat
Meta Platforms (META) — Investment Tree v1
Family of apps cash machine with AR and AI options under regulatory shadow · Bimodal distribution mispricing
⚠ Bear-tilted moat
Revolution Medicines (RVMD) — Investment Tree v1
De risked single asset ras platform at commercial inflection · Lead asset derisking fully priced platform right tail uncertain
Shopify Inc. (SHOP) — Investment Tree v1
Durable commerce infrastructure priced on revenue not gross profit · Gross profit basis peer group misassignment
Micron Technology (MU) — Investment Tree v1
Commodity memory cyclical becoming AI infrastructure compounder · Cognitive bias lifecycle stage classification error
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.
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.
CrowdStrike Holdings (CRWD) — Investment Tree v1
Endpoint incumbent pivoting to AI security control plane · Option value structural blindness no model field
Alphabet (GOOGL) — Investment Tree v1
Dominant incumbent under forced dual transition · AI overhang overcorrection
Robinhood Markets (HOOD) — Investment Tree v1
Identity-switch candidate · Identity misclassification — broker vs railroad
Sony Group Corporation (SONY) — Investment Tree v1
Premium franchise composite priced on a consumer durables blend · Peer group misclassification from inherited identity
Steel Dynamics, Inc. (STLD) — Investment Tree v1
Tariff windfall funding unproven multi metal platform transition · Structural blindness category classification lag
Toyota Motor Corporation (TM) — Investment Tree v1
Legacy cash engine with structurally blind autonomy option · Structural blindness option value
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.
⚠ High conv / Grade C
OpenAI Group PBC (OPENAI) — Investment Tree v1
AI utility or compute trap with foundation warrant overhang · Governance discount overweight
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.
Freeport-McMoRan Inc. (FCX) — Investment Tree v1
Policy quota beneficiary with foreign JV ownership dilution · Structural blindness domestic policy premium classification lag
⚠ Stale conviction
JPMorgan Chase & Co. (JPM) — Investment Tree v1
Money center bank fortress balance sheet with cyclical peak earnings and succession reshuffle · Cognitive bias lifecycle stage classification error
⚠ Score conflict ⚠ Stale conviction
Cloudflare, Inc. (NET) — Investment Tree v1
Developer infrastructure platform reassigning from cloud security · Cognitive bias category anchor security identity
Arista Networks (ANET) — Investment Tree v1
Networking os platform mid transition from hardware cycle vendor · Structural blindness lifecycle stage classification error
Apple Inc. (AAPL) — Investment Tree v1
Platform services transition from hardware incumbent · SOTP blindness on services vs hardware
⚠ Stale conviction
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.
⚠ High conv / Grade C ⚠ Stale conviction
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
Microsoft Corporation (MSFT) — Investment Tree v1
Dominant platform compounder with AI thesis confirming at full multiple · Blended multiple obscuring three distinct platform businesses
⚠ Stale conviction
ServiceNow, Inc. (NOW) — Investment Tree v1
Best in class workflow compounder de rated on agentic AI fear · AI disruption fear overcorrection vs beneficiary evidence
⚠ Score conflict ⚠ Stale conviction
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
Snowflake Inc. (SNOW) — Investment Tree v1
Consumption platform at lifecycle inflection · Cognitive bias NRR anchoring and lifecycle stage blindness
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
⚠ Score conflict ⚠ Stale conviction
Ajinomoto (AJNMY) — Investment Tree v1
AI infrastructure monopoly with food cash engine · Structural blindness on segment reporting
⚠ Stale conviction
Shell plc (SHEL) — Investment Tree v1
Disciplined capital return major priced on war inflated earnings · Peak vs mid cycle earnings base ambiguity
Coca-Cola Consolidated, Inc. (COKE) — Investment Tree v1
Franchised bottler with contractually permissioned margin · Control and illiquidity discount mistaken for cheapness
Chevron Corporation (CVX) — Investment Tree v1
Cash generative major on a seven year reserve clock · Depleting asset priced as perpetuity
UiPath (PATH) — Investment Tree v1
Disrupted incumbent pivoting to agentic orchestration infrastructure · AI victim bias suppressing orchestration infrastructure rerating
Dell Technologies (DELL) — Investment Tree v1
Enterprise AI platform compounder in disclosure triggered identity switch · Structural blindness lifecycle stage classification error
Newmont Corporation (NEM) — Investment Tree v1
Post transformation gold major with contested cost trajectory · Cognitive bias anchoring on legacy cost blowout history
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
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
Alibaba Group (BABA) — Investment Tree v1
Cloud rerating confirmed under pentagon 1260h designation tail · Regulatory and pentagon designation overhang vs confirmed cloud SOTP
⚠ Bear-tilted moat
Taiwan Semiconductor Manufacturing Co. (TSM) — Investment Tree v1
Process node monopoly with geopolitical discount partially compressed · Cognitive bias geopolitical discount now partially priced
⚠ Stale conviction
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
⚠ Stale conviction
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
⚠ Flag + high score
Caterpillar Inc. (CAT) — Investment Tree v1
Cyclical incumbent with data center power optionality · Identity persistence blocking AI adjacency reframing
⚠ Stale conviction
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.
⚠ High conv / Grade C ⚠ Stale conviction
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
⚠ Stale conviction
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
⚠ Stale conviction
Resonac Holdings (4004.T) — Investment Tree v1
AI back end materials leader confirmed but fully valued post rerating · AI materials rerating largely priced in
Space Exploration Technologies Corp. (SPACEX) — Investment Tree v1
Leo broadband monopoly with launch rump and AI bandwidth optionality · SOTP blindness on three segment stack
Nokia Oyj (NOK) — Investment Tree v1
AI networking pivot confirmed but fully rerated above fair value · Rerating overshot cheap mispricing now closed
Advanced Micro Devices (AMD) — Investment Tree v1
Confirmed three platform compounder priced for perfection · Re rating complete priced above fair value
Honda Motor Co., Ltd. (HMC) — Investment Tree v1
Motorcycle cash engine obscured by distressed automaker classification · Structural blindness segment classification
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
TOTO (TOTDY) — Investment Tree v1
Rerating played out now fully valued · Momentum-source mispricing vs cycle decay
⚠ Bear-tilted moat
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
Morgan Stanley (MS) — Investment Tree v1
Integrated wealth compounder at cyclical mix shift inflection · Cognitive bias lifecycle stage classification error
⚠ Score conflict ⚠ Stale conviction
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
