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AUT_023predictionAuto/TransporteVTOL-29B-2030-1T-2040

Urban air mobility (eVTOL) market will generate $29 billion by 2030, scaling exponentially to over $1 trillion by 2040 — ~35x growth over 10 years as regulatory certification, manufacturing capacity, and urban vertiport infrastructure mature.

Predictor: Morgan Stanley

Prior probability
40.0%
Current probability
47.0%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
pending
Window
2030-01-01 – 2040-11-30
Edges in / out
1 / 0
Tickers exposed
0

Prediction text

Urban air mobility (eVTOL) market will generate $29 billion by 2030, scaling exponentially to over $1 trillion by 2040 — ~35x growth over 10 years as regulatory certification, manufacturing capacity, and urban vertiport infrastructure mature. | Joby or Archer reaching commercial passenger operations

Key catalyst: Joby or Archer reaching commercial passenger operations

Watch events: FAA Joby/Archer certification; vertiport permits

Resolution evidence

Status: pending

MS eVTOL research 2025-2026 publishes framework. Joby, Archer, Volocopter FAA certification progressing.

Predictor: Morgan Stanley

κ + Brier as of 2026-05-22
κ (discount)
0.633
Brier
0.0442
excellent
Hits / Misses
1 / 0
of 2 resolved
Hit rate
50.0%
Calibration plot (stated vs observed)

Evidence about this node from Morgan Stanley is multiplied by κ in /api/intake. Lower κ = less weight; floors at 0.10 (effectively silenced) and caps at 1.00 (full weight).

Reference class: ipo_trillion_plus

Linked via embedding similarity 0.555

Trillion-dollar private company IPO at announced valuation within 12 months of S-1

Base rate
50.0%
2/4 historical
Inside weight
0.300
TRF=1.00
Outside weight
0.700
pulling toward base rate
inside 40.0% → blend 47.0% 7.0pp)

Tetlock-style outside view: at TRF=1 (just predicted), outside view dominates (w_in=0.3). At TRF=0 (deadline), inside view dominates (w_in=1.0). The blend regularizes overconfident inside views toward the historical base rate.

Probability over time

1 prob_history rows
0%25%50%75%100%prior 40%2026-04-30
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 47.0%

Milestone chain

Pre-event signals (upstream prereqs + window checkpoints) → resolution event → downstream cascades. Status/dates update from linked nodes; re-derive nightly via scripts/ops/derive_milestones.py.
Leading chain: 10 pending
  1. 2026-06-01 → 2027-06-30pendingJoby Aviation receives FAA Type Certificate for S4 eVTOL
    How: FAA issues Type Certificate to Joby Aviation per the public certification basis (G-1, G-2 issued); confirmed via FAA registry or Joby SEC disclosure
    Source: https://www.aircraftinsider.com/joby-aviation-clears-faa-stage-4-certification-commercial-evtol-passenger-flights-could-launch-by-end-of-2026/conf 80%
  2. 2026-12-01 → 2027-12-31pendingFirst revenue-generating commercial eVTOL passenger flight in US (Joby/Delta NYC or LA)
    How: Joby Aviation or Delta Air Lines reports first paid passenger eVTOL flight in NYC or LA service area, per FAA Part 135 operating certificate
    Source: https://www.altitudesmagazine.com/joby-aviation-targets-late-2026-commercial-launch-faa-certification/conf 65%
  3. 2027-01-01 → 2028-12-31pendingArcher Aviation receives FAA Type Certificate for Midnight eVTOL
    How: FAA issues Type Certificate to Archer Aviation Midnight aircraft; second US eVTOL OEM to achieve full certification
    Source: https://lowaltitudeeconomy.aero/evtol-news-and-electric-aircraft-news/low-altitude-economy/faa-evtol-certification-joby-archer-endgameconf 65%
  4. 2028-01-01 → 2030-06-30pendingGlobal eVTOL market revenue passes $5B annual run-rate (Morgan Stanley trajectory checkpoint toward $29B-2030)
    How: Aggregate annualized eVTOL passenger / cargo revenue (Joby, Archer, EHang, Volocopter, Lilium-successors) exceeds $5B per Morgan Stanley, McKinsey, or industry tracker (Vertical Flight Society, Roland Berger)
    Source: https://www.altitudesmagazine.com/faa-issues-final-air-taxi-certification-rules-as-joby-and-archer-race/conf 45%
  5. 2028-06-01 → 2030-12-31pendingCombined US eVTOL fleet exceeds 100 aircraft in commercial passenger service
    How: FAA registry count of certificated eVTOL aircraft (Joby, Archer, plus other approved OEMs) operating under commercial Part 135 certificate exceeds 100 units
    Source: https://ir.jobyaviation.com/news-events/press-releases/detail/166/joby-u-s-governments-advanced-air-mobility-plan-isconf 55%
  6. 2031-11-23pendingQ1 window check-in (25%)
  7. 2030-01-01 → 2034-12-31pendingCascade: First metro deploys >50 vertiports operating commercial eVTOL service (vertiport network density milestone)
    How: Single metropolitan area (LA, NYC, Dubai, Sao Paulo, Tokyo) reaches >=50 operational vertiports providing scheduled commercial eVTOL service, per local aviation authority filing or operator disclosure
    Source: https://evtol.travel/blogs/joby-faa-stage-4-tia-april-2026conf 40%
  8. 2033-10-14pendingQ2 window check-in (50%)
  9. 2035-09-05pendingQ3 window check-in (75%)

No downstream cascades — this prediction is a leaf in the dependency graph.

What if this resolves?

Clamp this prediction TRUE or FALSE and run a counterfactual Gibbs sample. Surfaces the predictions whose marginals shift most under that assumption.
(live posterior: 47%)

Click a button to clamp this prediction and run a Gibbs sample. Returns the predictions whose marginals shift most. ~30s per run; ideal for stress-testing "if X resolves, what else moves?"

Evidence chain

Every probability update with full Bayesian provenance — chronological, latest first
legacy v12026-04-30T01:56:50Z47.0%+7.0pp
reference_class_assigned bayesian_v2 inside=0.400 blend=0.470 w_in=0.30 ipo_trillion_plus

Network propagation neighbors

Top edges sorted by latest LBP cross-impact
All propagation →

No propagation data yet. Run inference/.venv/bin/python scripts/ops/run_loopy_belief_propagation.py on the droplet, or wait for the Sunday 02:00 UTC weekly cron.

Prerequisites (1)

Predictions that must hit first
TypePredTitleDomainLag
correlateS_ROBOTAXI_MASS_2030Robotaxi >10% urban miles by Nov 2030robotaxi_deployment

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (4)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.628edgar_8kBristow Group Inc. (VTOL) (CIK 0001525221)mentionspending2026-05-05
0.628edgar_8kBristow Group Inc. (VTOL) (CIK 0001525221)mentionspending2026-06-03
0.559arxivGraph Convolutional Support Vector Regression for Robust Spatiotemporal Forecasting of Urban Air Pollutionmentionspending2026-05-05
0.540edgar_8kSURF AIR MOBILITY INC. (SRFM) (CIK 0001936224)mentionspending2026-05-11

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "$29B → $1T (35x)",
  "mode": "FORECAST",
  "role": "Cited-Firm",
  "context": "Specific MS eVTOL TAM forecast distinct from prior Joby/Archer entries (242_012, 242_019, 243_027, 244_006, 244_007, SPC_020). Institutional market-sizing anchor.",
  "to_year": 2040,
  "conv_cues": "institutional TAM framing; specific $ figures",
  "direction": "NUMERIC_TARGET",
  "from_year": 2030,
  "timeframe": "2030-2040",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Joby Aviation receives FAA Type Certificate for S4 eVTOL",
      "source": "https://www.aircraftinsider.com/joby-aviation-clears-faa-stage-4-certification-commercial-evtol-passenger-flights-could-launch-by-end-of-2026/",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -10,
      "source_id": null,
      "confidence": 0.8,
      "source_url": "https://www.aircraftinsider.com/joby-aviation-clears-faa-stage-4-certification-commercial-evtol-passenger-flights-could-launch-by-end-of-2026/",
      "expected_date": "2026-12-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-06-30",
        "from": "2026-06-01"
      },
      "measurement_criterion": "FAA issues Type Certificate to Joby Aviation per the public certification basis (G-1, G-2 issued); confirmed via FAA registry or Joby SEC disclosure"
    },
    {
      "kind": "llm_pre_event",
      "label": "First revenue-generating commercial eVTOL passenger flight in US (Joby/Delta NYC or LA)",
      "source": "https://www.altitudesmagazine.com/joby-aviation-targets-late-2026-commercial-launch-faa-certification/",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.65,
      "source_url": "https://www.altitudesmagazine.com/joby-aviation-targets-late-2026-commercial-launch-faa-certification/",
      "expected_date": "2027-06-16",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-12-31",
        "from": "2026-12-01"
      },
      "measurement_criterion": "Joby Aviation or Delta Air Lines reports first paid passenger eVTOL flight in NYC or LA service area, per FAA Part 135 operating certificate"
    },
    {
      "kind": "llm_pre_event",
      "label": "Archer Aviation receives FAA Type Certificate for Midnight eVTOL",
      "source": "https://lowaltitudeeconomy.aero/evtol-news-and-electric-aircraft-news/low-altitude-economy/faa-evtol-certification-joby-archer-endgame",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.65,
      "source_url": "https://lowaltitudeeconomy.aero/evtol-news-and-electric-aircraft-news/low-altitude-economy/faa-evtol-certification-joby-archer-endgame",
      "expected_date": "2028-01-01",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2028-12-31",
        "from": "2027-01-01"
      },
      "measurement_criterion": "FAA issues Type Certificate to Archer Aviation Midnight aircraft; second US eVTOL OEM to achieve full certification"
    },
    {
      "kind": "llm_post_event",
      "label": "Global eVTOL market revenue passes $5B annual run-rate (Morgan Stanley trajectory checkpoint toward $29B-2030)",
      "source": "https://www.altitudesmagazine.com/faa-issues-final-air-taxi-certification-rules-as-joby-and-archer-race/",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.45,
      "source_url": "https://www.altitudesmagazine.com/faa-issues-final-air-taxi-certification-rules-as-joby-and-archer-race/",
      "expected_date": "2029-03-31",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2030-06-30",
        "from": "2028-01-01"
      },
      "measurement_criterion": "Aggregate annualized eVTOL passenger / cargo revenue (Joby, Archer, EHang, Volocopter, Lilium-suc
... (truncated)