TSLA 19 min read

Tesla, Inc. (TSLA) — Investment Tree v1

Stage 7 final essay. Bilingual companion: tree_v1_zh.md. Date: 2026-05-17 · Anchor price: ~$422 · Market cap: ~$1.59T · Trailing P/E: ~384× on FY25 EPS $1.08 · Forward P/E ~120-170× on consensus FY26 EPS Archetype: Pre-inflection-optionality with eroding auto core — closest peer in tree corpus is PLTR (speculative-fragile-thesis); not AAPL (SOTP), not F (cyclical), not COST (compounder).

SOURCE QUALITY: Mixed Tier A (FY2025 10-K, 21-row evidence pack) anchoring forward-looking Tier B/C. TSLA is among the most-covered stocks in US market; sell-side coverage is asymmetric (more positive than negative bias); social-media discourse is asymmetric (Musk-amplified). Primary-source 10-K is the load-bearing anchor; ~50% of leaves are disclosure-gated ⊗ where Tesla itself has chosen not to disclose Robotaxi/Optimus metrics. The Q1 2026 10-Q (filed 2026-04-23, on local disk 147KB) is the next-priority refresh corpus.

CONFLICT-OF-INTEREST DISCLOSURE: Tesla is not Anthropic-related. xAI is mentioned throughout this analysis as a Tesla counterparty (related-party investment + Megapack customer). xAI is a direct competitor to Anthropic in frontier AI; this analysis has been lean-skeptical on Tesla's xAI-dependent narratives to compensate for the Anthropic-vs-xAI rivalry.

I. One-sentence verdict

Tesla at ~$422 (1.59T market cap, ~384× trailing P/E on a collapsing FY25 earnings base, +16.6% share dilution one year, three consecutive years of auto-GM compression) is structurally a probability-weighted call option on AI-product commercialization that the market is currently pricing at ~40-43% bull-case probability (vs system 30%); the equity is bimodally distributed with a credible ~$120-220 bear-case fair value floor (auto + energy at conservative multiples) and ~$550-750 bull-case ceiling (Robotaxi + Optimus commercial-scale arrival within 2 years) — not investable for long-term hold at current price absent disclosure-event confirmation; 0% position is the system recommendation pre-Q2-2026 earnings binary on July 22.

II. Company snapshot

Tesla, Inc. is a vertically-integrated EV manufacturer + energy generation and storage company + nascent autonomy services platform + pre-commercial humanoid robotics venture + AI-infrastructure operator with xAI related-party exposure. FY2025 revenue $94.83B (-3% YoY, the first annual revenue decline in Tesla's history); FY25 net income $3.79B (-47% YoY); FY25 diluted EPS $1.08 (vs $2.04 FY24, $4.30 FY23). FY25 auto segment $69.53B (-10%); FY25 energy segment $12.77B (+27%); other segment revenue is small and undisclosed in detail.

FY25 shares outstanding rose +16.6% in one year (from 3,216M to 3,751M); weighted-average diluted 3,528M reflects late-year issuance, meaning FY26 EPS faces a structural ~6% drag before any operating-result change. Auto-segment gross margin compressed for the third consecutive year (FY23 19.4% → FY24 18.4% → FY25 17.8%); energy-segment gross margin expanded for the third consecutive year (FY23 18.9% → FY24 26.2% → FY25 29.8%). The cross-over is structural: energy now has a higher GM than auto.

Robotaxi service launched June 2025 with retrofit Model Y vehicles. Cybercab (purpose-built two-seater autonomous vehicle, unveiled October 2024) is described in the FY2025 10-K as "a future component of the Robotaxi business" — not yet in commercial service. Optimus humanoid robot is described in Tesla's own 10-K Risk Factors as: "We have yet to commercialize Bots and cannot predict how demand for Bots will develop." $390M FY25 restructuring charge for "convergence of AI chip design efforts" indicates Dojo D1 wind-down; Tesla is now relying on NVIDIA H100s + the in-vehicle AI5 inference chip. January 2026: Tesla invested $2B in xAI Series E (related-party transaction, ASC 321 cost basis); $430M FY2025 Megapack revenue from xAI. $44B liquidity ($16.5B cash + $27.55B ST inv) vs $8.18B total debt = structurally unfailable balance sheet.

III. The five facts that drive everything

1. FY2025 revenue $94.83B (-3% YoY, the first annual revenue decline in Tesla's history) + FY25 net income $3.79B (-47% YoY) + diluted EPS $1.08 (vs $2.04 FY24). Operating leverage went sharply negative. ✅A
2. Auto-segment GM 17.8% vs energy-segment GM 29.8% — the segments crossed over; energy now has higher GM than auto. Auto GM has compressed three consecutive years; energy has expanded three consecutive years. ✅A
3. +16.6% share dilution one year (3,216M → 3,751M) + unrecognized non-performance SBC $5.82B + unrecognized CEO performance grants $831M. Year-end vs weighted-average gap indicates late-year issuance. FY26 EPS faces structural ~6% dilution drag before any operating-result change. ✅A
4. Robotaxi launched June 2025; ride volume, revenue, geographic scope, unit economics all undisclosed 11 months post-launch. Optimus described in Tesla's own 10-K Risk Factors: "we have yet to commercialize Bots and cannot predict how demand for Bots will develop." Both AI products carry $200-500/share of valuation premium that is entirely dependent on disclosure events not yet in the corpus. ✅A
5. $44B liquidity ($16.5B cash + $27.55B ST inv) vs $8B total debt — structurally unfailable balance sheet. Eliminates near-term financial distress as a downside catalyst. But $2B xAI Series E investment (Jan 2026) + $430M xAI Megapack revenue (FY25) = related-party entanglement that creates discontinuous re-pricing risk. ✅A (balance sheet) · ⚠️B (xAI governance)

IV. The H-0 thesis

H-0 (one sentence): Tesla is structurally a probability-weighted call option on AI-product commercialization, currently bimodally distributed with the market pricing ~40-43% bull-case probability (vs system 30%); fair value is $120-220 if AI optionality fails to commercialize on the implied timeline OR $550-750 if Robotaxi reaches >$5B ARR by 2028 and Optimus crosses commercial-pilot threshold by 2028 — the equity is not unitarily priced but bimodally split.

Mispricing taxonomy (per mispricing.md): Two primary mechanisms dominate.

Primary mechanism — Time lag × Robotaxi/Optimus/Cybercab commercialization: Market is pricing 2028-2030 revenue scenarios at compressed-discount-rate present value. Even if Robotaxi reaches $5B ARR by FY28, the present value discounting at 12% over 3 years gives $3.5B PV, multiplied by a Waymo-equivalent 50× multiple = $175B equity addition = ~$45 per share. The market is currently pricing ~$200-400 per share of autonomy contribution — implying either a 20% discount rate or 200× revenue multiple. Both are aggressive.

Primary mechanism — Cognitive bias × Founder-narrative attachment: $200-400B of market cap is the "Musk premium" above what an equivalent business with a no-name CEO would trade at. Musk's track record (Model 3 ramp, Supercharger network, Megapack scale, Roadster-to-SpaceX-to-Starlink delivery cadence) provides genuine evidence for product-execution capability. But the founder premium also embeds Musk-continuity assumption that has no contractual or hereditary protection; a single negative event could compress the premium by 50%+.

Modulator mechanism — Structural neglect × Forced framework choice: Neither auto-OEM nor AI-tech-platform peer set is suitable; market clears at the midpoint between two ill-fitting frameworks (the H-0 bimodal-fair-value thesis follows directly from this framework misalignment).

Modulator mechanism — Index inclusion + analyst-team specialization: S&P 500 inclusion forces auto-coverage analysts onto a company with rapidly-growing tech exposure; tech-coverage analysts focus on the autonomy story; energy analysts focus on the Megapack scale; the result is fragmented coverage where no single team owns the full thesis.

7 falsification conditions (H-0-breakers; see triggers_redflags.md):

• FF1 (UP) Tesla discloses Robotaxi annualized revenue >$1B with positive contribution margin by end-FY2026 → bull confirms
• FF2 (DOWN) End-FY26 — Robotaxi remains undisclosed + Optimus pre-commercial + auto-GM <16% → bear confirms
• FF3 (DOWN) Auto-GM compresses below 15% in any FY2026 quarter OR auto revenue declines >15% YoY → bear-case floor breaks
• FF4 (DOWN) FY26 share-count growth exceeds 10% YoY → compounds per-share value compression
• FF5 (DOWN) Musk discontinuity event (step-back, SEC enforcement, health) → founder-premium compresses
• FF6 (DOWN) Energy revenue declines or GM compresses below 25% → energy thesis breaks
• FF7 (DOWN) xAI relationship merger announcement OR forced divestiture → discontinuous re-pricing

V. Tree — five branches

H-0: TSLA $422 is a bimodal probability-weighted call option on
     AI-product commercialization; market prices 40-43% bull-case;
     system says 30%; fair value range $120-750 depending on resolution.
│
├── L1A — Auto-business margin floor + volume trajectory ✗⚠️A trajectory negative
│   ├── 1.1 Auto-segment GM stabilizes 16-18% FY26   ✗A NOT SUPPORTED (FY25 trend down)
│   ├── 1.2 FY26 deliveries recover ≥+5% vs FY25     ⚠️B partial (Model 2 / 4680 contingent)
│   └── 1.3 China revenue ≥$20B with GM defended     ⚠️B partial (holding rev at GM cost)
│
├── L1B — AI/Robotaxi commercialization path ⊗ binary disclosure-gated
│   ├── 1.1 Tesla discloses Robotaxi $200M+ ARR FY26 ⊗ NOT TESTABLE pre-disclosure
│   ├── 1.2 Robotaxi expands to ≥3 US metros        ⚠️C partial (Austin + SF Bay Tier B)
│   └── 1.3 Cybercab SOP by Q2 2027                  ⊗ NOT TESTABLE pre-event
│
├── L1C — Optimus optionality ⊗ pre-commercial
│   ├── 1.1 First external commercial pilot ≥100 units FY27  ⊗ NOT TESTABLE pre-event
│   ├── 1.2 Optimus unit cost <$80k disclosed               ⊗ NOT TESTABLE pre-disclosure
│   └── 1.3 Tesla first to commercial pilot vs Figure/etc   ⊗ NOT TESTABLE pre-event
│
├── L1D — Energy business mix shift + tariff exposure ✅A supported (strongest segment)
│   ├── 1.1 Energy revenue ≥+20% YoY FY26            ✅A strongly supported
│   ├── 1.2 Energy GM holds ≥25% every FY26 quarter  ⚠️A partial (tariff offsetting credits)
│   └── 1.3 New named hyperscaler customer FY26      ✅B strongly supported
│
└── L1E — Capital structure + governance ✗⚠️A dilution + xAI risk
    ├── 1.1 FY26 dilution <10%                       ⚠️A partial (depends on Musk grant)
    ├── 1.2 Delaware appellate resolves without new grant ⊗ NOT TESTABLE pre-event
    └── 1.3 xAI relationship arms-length stable      ✗B NOT SUPPORTED (deepening trajectory)

Total: 3 ✅ / 5 ⚠️ / 2 ✗ / 5 ⊗ across 15 leaves
H-0 verdict: PARTIALLY SUPPORTED, ~50% confidence (bimodal-fair-value persistence)

VI. Key findings

Finding 1 — The auto-segment is failing the floor hypothesis on current data

Three consecutive years of GM compression (19.4 → 18.4 → 17.8) with FY25's -10% auto revenue + -38% operating income; -9% FY25 deliveries + ASP cuts attributed to "sales mix and higher customer incentives" per the 10-K MD&A; China revenue held flat ($20.94B → $20.96B) but at the cost of incentive intensity widely reported; regulatory credits collapsing -28% YoY on OBBBA implementation. FY25 capex -25% YoY ($11.34B → $8.53B) indicates factory build pacing is decelerating, not accelerating — the opposite of what would be expected if Tesla were preparing for FY26-27 volume recovery via affordable Model 2 launch. The L1A branch is what makes the bear-case $120-220 fair value plausible.

Finding 2 — The five disclosure-gated leaves carry $200-500 per share of valuation premium

L1B (Robotaxi) and L1C (Optimus) together include 6 disclosure-gated leaves; 5 are ⊗ NOT TESTABLE pre-event. Robotaxi has been operational for 11 months (launched June 2025) without quantitative revenue or ride-volume disclosure; this is a Tesla choice, not a Tesla data constraint. The disclosure-event timing — most likely Q2 2026 earnings (~July 22, 2026) — is the single largest near-term inflection in the H-0 thesis. Pre-event, the bull case is unverifiable; the current $422 price implies the market assigns ~40-43% probability to bull-case resolution.

Finding 3 — The energy segment is the strongest single thesis component

Energy revenue compounding at +27% YoY through FY25 ($12.77B FY25); GM expanding from 18.9% (FY23) → 29.8% (FY25); xAI Megapack revenue $430M FY25 = 3.4% of energy segment; commercial energy storage credits through 2034 per OBBBA (residential expired Dec 31, 2025 + commercial pull-forward through July 4, 2026 deadline); data-center / AI-cluster grid-loading demand vector structurally large. L1D anchors a $40-100B segment-only valuation = $11-27 per share — small relative to the $422 price but meaningful as a bear-case floor.

Finding 4 — The +16.6% FY25 dilution + $5.82B unrecognized SBC = ongoing per-share value compression

A 16.6% one-year share-count increase is extraordinary for an S&P 500 mega-cap. Drivers: ongoing employee SBC ~$2-3B/yr (1-2% dilution), and late-FY25 / early-FY26 Musk-related grants (~5-7M shares per Tier B Delaware litigation observers). The year-end vs weighted-average gap (3,751M vs 3,528M) indicates ~$~$20B-30B of late-year issuance. FY26 EPS faces structural ~6% dilution drag before any operating result change. If FY26 dilution rate exceeds 10%, FF4 fires and per-share value compression compounds at ~50% over 3 years. This is the single most concerning structural metric.

Finding 5 — The xAI relationship is structurally evolving toward deeper entanglement

Three FY25 / Jan 2026 data points: $2B Tesla equity investment in xAI Series E (ASC 321 cost basis with observable-price-change adjustments per TSLA-2026-01-XX-XAI-001); $430M FY25 Megapack revenue from xAI; $285M COGS from same. Musk is controlling shareholder of both Tesla and xAI; the 2024 proposed Tesla-xAI merger was tabled but the structural pressure (Musk preference for unified entity, xAI capital needs, Tesla's AI-compute needs) remains. If a merger is announced in FY26-27, Tesla shareholders absorb xAI valuation in dilutive transaction (FF7 fires). If forced divestiture under regulatory pressure, also FF7 in different direction. Either resolution is discontinuous.

VII. Three valuation scenarios

(See scenarios.md for full analytical breakdown.)

Probability-weighted 12-month expected return: -8.6% at system distribution. Asymmetry 0.7-0.9:1 unfavorable on probability-weighted basis. The Bull case has substantial upside but requires multiple binary events to fire simultaneously; the Bear case requires only continuation of current trajectory or one negative discontinuity event.

Market-implied probability (reverse-engineered from $422 anchor; see implied_prob.md): ~40% / 25% / 35% Bull/Base/Bear. The market is pricing 10-13pp more Bull-case probability than the system thinks the evidence supports.

VIII. Triggers and red flags

(Full detail in triggers_redflags.md.)

Triggers (Bull-case fires):

• T1 (10wk): Q2 2026 earnings — Robotaxi quantitative disclosure (binary)
• T2 (5mo): Q3 2026 earnings — auto-GM Q3 print check
• T3 (5mo): Q3 2026 prelim deliveries — H1 trajectory check
• T4 (Q4 2026): Optimus first external commercial pilot announcement
• T5 (Q1 2027): Cybercab SOP announcement
• T6 (3mo): New hyperscaler Megapack customer announcement
• T7-T10: xAI clarification + annual meeting + first sell-side SOTP model

Red flags (Bear-case fires):

• RF1 (10wk): Q2 2026 — NO Robotaxi disclosure (still vapor)
• RF2 (any Q): Auto-segment GM falls below 16% (FF3)
• RF3 (5mo): Q1+Q2 FY26 deliveries below 900k cumulative
• RF4 (FY26): FY26 share-count growth tracking ≥10% (FF4)
• RF5 (any): Musk discontinuity event (FF5)
• RF6 (any): xAI relationship structural-shock (FF7)
• RF7-RF12: Energy GM <25% / OBBBA acceleration / FSD safety event / Optimus competitor wins / Cybertruck demand fail

IX. Long-term holdability verdict

Per durability_test.md: aggregate score 17/25 (bottom of Medium band). 0 fatal flags fired but Q3 (capital allocation) is borderline at 3/5 — the +16.6% FY25 dilution + xAI related-party + no buyback/dividend combination is the weakest among the existing tree corpus (vs AAPL 19, F 18, AJNMY 21, COST 22, NVDA 22). Balance sheet floors existential downside ($44B liquidity); but operating-result trajectory + governance entanglement constrain the upside.

Position-sizing recommendation

• Pre-Q2 2026 (current, $422 anchor): 0% portfolio position — system says no entry at this price absent disclosure event. The bimodal-fair-value structure + 0.7-0.9:1 unfavorable asymmetry argues for no exposure.
• If T1 fires (Robotaxi $200M+ ARR Q2 2026): Scale to 2-4% over 90 days post-disclosure. Speculative-fragile-thesis archetype caveats remain.
• If T1 + T4 fire (Robotaxi disclosure + Optimus pilot): Scale to 4-6% maximum. Hard cap 6% by K.3.4 correlation overlay.
• If RF1 fires (no Q2 disclosure): Hold at 0% or trim if owned. Bear-case partial confirmation.
• If RF5 (Musk discontinuity) or RF6 (xAI merger) fires: Exit fully immediately or hedge via puts.

For owner specifically (45% AI/semi exposure pre-TSLA: NVDA $13K + TSM $19K + MSFT $5K + AAPL $5K + AMD $3.6K + META $2.4K + GOOGL $1.1K = $49.1K of $110K):

• Owner already has substantial AI-platform exposure via NVDA (compute) + TSM (fab) + MSFT (AI infrastructure) + GOOGL (Waymo). Adding TSLA adds: FSD inference compute + Optimus AI compute + autonomy-platform via Robotaxi + Mass-market hardware manufacturing — most of which overlaps existing positions at the AI-compute layer.
• A 2% TSLA position at $422 = $2,200 of $110K portfolio. Adds ~2pp to total AI/tech-factor exposure (45% → 47%). K.3.4 tolerance band 50%; tolerance with override 60%. Position headroom exists.
• System recommendation: 0% pre-Q2-2026 binary; correlation cap 4-6% post-Bull confirmation; hard cap absent override-rationale 4%. The system's recommendation is binding lower than the correlation cap.

Concentration-risk note (per K.3.4)

TSLA adds Musk-founder-CEO-concentration factor + xAI related-party exposure factor + auto-OEM-cyclical factor (somewhat orthogonal to other holdings). The new factor exposures are partially diversifying (xAI is different from Anthropic/OpenAI; Musk-concentration is unique). But the dominant overlap is AI-platform-optionality factor with NVDA + GOOGL + MSFT — TSLA at 2% does not materially shift the portfolio's factor profile but at 4-6% it would push AI-factor exposure to the K.3.4 upper-edge.

X. Anti-correlation watch (per K.3.4)

XI. What NOT to do

• Do NOT chase $422 at the system's pre-disclosure recommendation of 0%. Wait for T1 or RF1 resolution before sizing.
• Do NOT use TSLA as a hedge against NVDA / GOOGL / MSFT. It's positively correlated to each at the AI-platform-optionality factor, not negatively.
• Do NOT size above 4% absent FF1 firing AND explicit override-rationale journal entry. The speculative-fragile-thesis archetype + 17/25 durability + 384x trailing P/E + +16.6% dilution combination is the weakest structural profile in the tree corpus.
• Do NOT ignore the Musk political-activity → brand-impact risk. Tier B reports of demographic-specific brand erosion are anecdotal but directionally consistent; quantitative customer-deviation data is not in the FY25 10-K corpus.

XII. Investment Scorecard (per MANUAL_en.md Part K.6 + K.10)

15-question scorecard (Format A for long-term-hold per K.6)

Verdict tally (derived from narrative answers; M1 evidence-tier suffixes per K.3.6): 5 ✅ · 6 ⚠️ · 4 ✗ — Q1✅A, Q2⚠️B, Q3⚠️C, Q4✅A (steelman bear), Q5⚠️A, Q6✗A (revenue declined), Q7✗A (net income halved), Q8⚠️A, Q9✅A, Q10✗B (multi-front competition), Q11⚠️B, Q12✅B, Q13✅A, Q14⚠️B, Q15✗B (ROIC < WACC).

K.3.5 Weighted-score derivation

Applying the 4-tier weighting from MANUAL §K.3.5 (verdict values: ✅ = 1.0, ⚠️ = 0.5, ✗ = 0.0):

Wait — let me recompute. The Important tier with Q6+Q7+Q15 all ✗ is unusual and worth double-checking. Three structural-financial questions are all failing on FY25 data: revenue declined, profits collapsed, ROIC below WACC. These are the three most basic "is this business getting better?" questions and all three are ✗ on current data. The K.3.5 weighted score reflects this: low Important-tier contribution drags the aggregate.

Recomputed: 12.5 + 9.0 + 1.0 + 2.0 = 24.5 / 39 = 63%.

63% = moderate-buy-with-sizing band per K.3.5 interpretation (≥45% wait-or-skip, ≥65% moderate-buy, ≥85% high-conviction). TSLA sits at the upper edge of the wait-or-skip / lower edge of moderate-buy band. The Important-tier ✗'s (Q6 Q7 Q15) are the load-bearing drag; Critical-tier ✅ (Q1+Q9) provides the offsetting structural support.

Comparison with other tickers: AAPL 85%, F 86%, NVDA 86%, AJNMY 91%, COST 91%, HOOD ~75%, TOTDY ~70%. TSLA's 63% is the weakest score in the existing tree corpus — meaningfully below the closest peer PLTR (~70%). This reflects (a) collapsing FY25 financial metrics, (b) ROIC < WACC, (c) governance entanglement, (d) speculative-fragile-thesis archetype.

Score interpretation per Section XII protocol:

• 63% is at the moderate-buy-with-sizing threshold (within ±2% of 65% floor)
• For a long-term hold, 63% argues for wait (not buy) until disclosure event resolves the bimodal structure
• The score will move materially post-Q2 2026 earnings:
• If T1 fires (Robotaxi disclosure): score rises to 75-80% (Q3+Q4 leaf upgrades; Q6+Q7 may stabilize)
• If RF1 fires (no disclosure): score drops to 55-58% (Q3+Q4 leaf downgrades; bear-case partial confirmation)

Scorecard summary

Final verdict: WATCH — 0% position pre-Q2-2026 binary; conditional scale-up only on T1 firing

For Ming specifically:

• ✗ No entry at $422 absent disclosure event — the system says 0% pre-Q2 2026 earnings binary
• ✅ Pre-T1 (Robotaxi disclosure July 22 2026): WATCH — track Q1 2026 10-Q + DEF 14A + Q2 prelim deliveries
• ⚠️ If T1 fires (Robotaxi $200M+ ARR): 2-4% position over 90 days post-disclosure
• ⚠️ If T1+T4 fire (Robotaxi + Optimus pilot): scale to 4-6% — hard cap absent override
• 🔻 If RF1 fires (no disclosure): maintain 0%; do not chase a deteriorating trajectory
• 🔻 If RF5 (Musk discontinuity) or RF6 (xAI merger) fires: avoid fully or hedge via puts
• 📅 Re-test on Q2 2026 earnings (~July 22, 2026) — single most important date in next 90 days
• 🎯 Hard cap 4% absent FF1 firing AND explicit override-rationale journal entry

The 2-minute pitch:

"Tesla at $422 (1.59T market cap, 384× trailing P/E on a collapsing FY25 earnings base, +16.6% share dilution one year, three consecutive years of auto-GM compression) is structurally a probability-weighted call option on AI-product commercialization. The market is pricing it at ~40-43% Bull-case probability — that Robotaxi reaches $5B+ ARR by 2028 and Optimus crosses commercial-pilot threshold by 2028. The system thinks the evidence supports ~30%. The bimodal fair value is $120-220 if AI optionality fails OR $550-750 if it succeeds. The single most-important date is Q2 2026 earnings (~July 22) when Tesla either discloses Robotaxi revenue for the first time or extends the 11-month silence. Don't buy at $422 absent a disclosure event; the 0.7-0.9:1 unfavorable asymmetry argues against pre-event entry. If Robotaxi disclosure fires with >$200M ARR, scale to 2-4%. If Musk discontinuity or xAI merger fires, exit fully — both are existential discontinuities. The +16.6% FY25 dilution + xAI related-party + 17/25 durability + no buyback/dividend combination is the weakest structural profile in the tree corpus; don't size above 4% absent FF1 firing."

Risk types most relevant (per MANUAL_en.md Part K.4):

• Execution risk (Robotaxi commercial-scale + Optimus production + Cybercab SOP all binary)
• Regulatory risk (OBBBA implementation + FSD safety + tariff escalation + Court of International Trade ruling)
• Competition risk (BYD cost-structure + Waymo autonomy + Figure humanoid)
• Governance risk (Musk-CEO concentration + xAI related-party + Delaware compensation litigation)
• Dilution risk (FY25 +16.6%; $5.82B unrecognized SBC + $831M unrecognized CEO performance)
• Valuation risk (384× trailing; 120-170× forward; SOTP supports $200-300 central)
• Idiosyncratic CEO risk (Musk political activity → brand erosion in some demographics; Musk health/discontinuity)

"When NOT to buy" anti-pattern check (per MANUAL_en.md Part K.5):

• ✅ NOT buying because of single news headline (Robotaxi launch, Optimus reveal, etc.)
• ⚠️ NOT buying based on momentum (price has been $273-499 range in last 52 weeks; current $422 is mid-upper range — momentum-skewed)
• ⚠️ Aware of bimodal-fair-value structure — willing to wait for disclosure event
• ❌ Online hype: Musk-amplified social-media discourse + retail-meme participation are real and material at TSLA
• ❌ Has "AI" attached: substantive AI exposure (FSD compute + Optimus) but commercial-scale arrival is binary not narrative
• ❌ Brand familiarity bias: structural analysis grounded in FY25 10-K + Tesla's own risk-factor language

Net: 3 anti-pattern flags (momentum, online hype, AI-attached) — strong wait-for-confirmation signal. Do not pre-position absent FF1.

XIII. What's NOT in this tree (deferred / documented but not built)

• Stage 2 supplementary: historical-analogue.md (GE Industrial 2000-2008 analog + Amazon 2010-2015 analog mentioned in peers.md but not built as standalone file)
• Stage 4 supplementary: premortem-steelman.md (covered partially in scenarios.md Bear case)
• Q1 2026 10-Q parsing: local-disk 147KB plain-text not yet extracted into evidence — next-priority refresh to confirm auto-GM Q1 trajectory + Robotaxi mentions
• Tier C verification: Figure $39B valuation, Waymo $30-100B valuation, BYD Mexico facility status — all Tier C† requiring secondary-source corroboration before load-bearing use
• Sources catalog: sources.md — full bibliography of FY25 10-K + 8-K filings + Q1 2026 10-Q (when parsed); deferred to next refresh
• Stage 6 living: update_{YYYY-MM-DD}.md files — first scheduled post-Q2 2026 earnings (~late July 2026)
• External research packets: ChatGPT review packet + Codex review packet — built post-Q2 2026 if owner wants pre-scale calibration

Last updated 2026-05-17 (Stage 3-7 from Routine B-equivalent + interactive). Source quality: Tier A primary anchors (FY25 10-K, 21-row evidence) + Tier B/C forward-looking. K.3.6 evidence-strength suffix convention applied to all leaf verdicts. Next refresh: post-Q2 2026 earnings (~July 22, 2026).

Pre-purchase decision artifact: see decisions.jsonl seed.

"Stories lie, structure doesn't." — 90s.PM.Investing