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244_006predictionAuto/Transportjobs

Joby vertiports will need to be designed for mass market with multiple vehicles landing/taking off

Predictor: Dara Khosrowshahi · ep#244 "Uber's Robotaxi Playbook, End of Human Driving & $10B Bet on Robots | Dara Khosrowshahi (Uber CEO)" · source

Prior probability
60.0%
Current probability
42.7%
evolves via intake + LBP
Conviction
4/5
Signal quality
C
Resolution
pending
Window
2026-04-30 – 2028-09-30
Edges in / out
8 / 0
Tickers exposed
32

Prediction text

Joby vertiports will need to be designed for mass market with multiple vehicles landing/taking off | these vertiports will have to be designed to have multiple vehicles coming landing and taking off. The location of those vehicles is going to be based on kind of very high traffic areas.

Watch events: BLS employment reports; tech layoff trackers; Underemployment rate; Yang quarterly updates

Verbatim quote

From episode "Uber's Robotaxi Playbook, End of Human Driving & $10B Bet on Robots | Dara Khosrowshahi (Uber CEO)"
these vertiports will have to be designed to have multiple vehicles coming landing and taking off. The location of those vehicles is going to be based on kind of very high traffic areas.

Predictor: Dara Khosrowshahi

κ + Brier as of 2026-05-22
κ (discount)
0.688
Brier
0.0105
excellent
Hits / Misses
2 / 0
of 3 resolved
Hit rate
66.7%
Calibration plot (stated vs observed)

Evidence about this node from Dara Khosrowshahi 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

Not linked

This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.

Probability over time

5 prob_history rows
0%25%50%75%100%prior 60%2026-04-302026-05-032026-05-17
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 42.7%

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: 7 fired ✓ · 3 pending
  1. 2025-09-15hitWorld's first commercial vertiport opens at Dubai International Airport
    How: Dubai RTA + Skyports open multi-vehicle vertiport adjacent to DXB, capable of 170K passengers + 42K aircraft movements annually
    Source: https://www.globalair.com/articles/worlds-first-commercial-vertiport-opens-at-dubai-international-airport/12207conf 99%
    Notes: HIT — multi-vehicle commercial vertiport spec realized. Validates Khosrowshahi's 'mass-market multi-vehicle' design framing.
  2. 2025-11-17hitJoby completes 50K+ test miles + announces 4 Dubai vertiport sites
    How: Joby publicly discloses 50,000+ test flight miles and 4-site Dubai vertiport network (DXB, Dubai Mall, Atlantis, AUD)
    Source: https://ir.jobyaviation.com/news-events/press-releases/detail/162/dubai-air-taxi-network-takes-flight-joby-completesconf 99%
  3. 2026-04-01 → 2026-12-31pendingCommercial passenger flights begin in Dubai
    How: First paying-passenger commercial Joby flights operating between Dubai vertiports
    Source: Spectrum IEEE, ConnectingTravel, Joby investor relationsconf 85%
    Notes: Public launch target is 2026 calendar year. Q1 vertiport completion preceded scheduled commercial start.
  4. 2026-06-01 → 2027-12-31pendingJoby announces multi-vertiport network plan for NY/LA
    How: Joby publicly announces multi-site vertiport plans for either New York or Los Angeles metro, designed for high-traffic multi-vehicle operations
    Source: Uber Air confirmed expansion (NY, LA, UK, Japan); Spectrum IEEEconf 65%
    Notes: FAA full type-certification needed before US commercial launch.
  5. 2027-01-01 → 2028-09-30pendingVertiport handles ≥10K passengers / month at single site
    How: Single vertiport reports ≥10K monthly passenger throughput with multi-vehicle simultaneous operations
    Source: Joby quarterly reports, Skyports operating disclosuresconf 55%
    Notes: Cascade — direct realization of 'mass market' multi-vehicle vertiport design Khosrowshahi describes.

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: 43%)

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
LBP2026-05-17T02:00:01Z42.7%-1.6pp
Network propagation: 44.3% → 42.7%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z44.3%-3.0pp
Network propagation: 47.2% → 44.3%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z47.2%-5.4pp
Network propagation: 52.6% → 47.2%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z52.6%-3.2pp
Network propagation: 55.8% → 52.6%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z55.8%-4.2pp
Network propagation: 60.0% → 55.8%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef

Network propagation neighbors

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

Top incoming (parents)

Edges that influence THIS node's belief

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereqS_IPO_TRILLION_2028
First $1T+ IPO in 2028
25.0%0.6000.050-0.239
killerTK07
Labor Political Backlash (UBI Mandate / AI Tax)
18.0%0.0500.600+0.074
prereq238_009
Recursive self-improvement is already happening now (no longAlex Wissner-Gross
78.1%0.6000.050+0.048
prereqSEM_008
Training runs costing $10 billion for a single model will coDario Amodei
76.9%0.6000.050+0.042
killerTK04
Macro Recession 2026-27 (Structural Deleveraging)
25.0%0.0500.600+0.036

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

32 ticker(s) linked

Beneficiaries (23)

ADUSCOURDOCNFROGGTLBINODPLROLSPIRSRFMUDMYTEAMNFLXPLTRRDDTUBERAMZNBABASPOTGDDYGOOGLMETAMSFT

Adverse (6)

RHIBXPSLGMANKFYTNET

Prerequisites (8)

Predictions that must hit first
TypePredTitleDomainLag
prereq238_009Recursive self-improvement is already happening now (no longer three years out)AI
prereqSEM_008Training runs costing $10 billion for a single model will commence sometime in 2025.AI
prereq247_058Jury selection begins April 27, 2026 for Musk v OpenAI trialAI
prereqSEM_012Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering.AI/Manufacturing
prereqSEM_0422025 will be the definitive year that agentic systems finally hit the mainstream.AI/Agents
prereqS_IPO_TRILLION_2028First $1T+ IPO in 2028ipo_trillion_plus
killerTK04Macro Recession 2026-27 (Structural Deleveraging)
killerTK07Labor Political Backlash (UBI Mandate / AI Tax)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Expected milestones (1)

From Sheet 17 Monitoring Triggers
Expected byDescriptionStatus
2031-03-31[Autonomous 2031-03] [244_006] BLS employment reports; tech layoff trackers; Underemployment rate; Yang quarterly updatespending

Linked documents (2)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.598polymarketWill Max Verstappen be the 2026 F1 Drivers' Champion?6%mentionspending2025-12-08
0.551edgar_8kVERRA MOBILITY Corp (VRRM) (CIK 0001682745)mentionspending2026-06-01

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=Mh9yC4j0_rI",
  "mode": "FORECAST",
  "role": "Guest-CEO",
  "context": "So we're talking again, this is more Joby, but there's a lot of discussion on vertiports, so to speak. And and we want this product to be a mass market product. So these vertiports will have to be designed to have multiple vehicles coming landing and taking off.",
  "verbatim": "these vertiports will have to be designed to have multiple vehicles coming landing and taking off. The location of those vehicles is going to be based on kind of very high traffic areas.",
  "conv_cues": "will have to be",
  "direction": "HAPPEN",
  "timeframe": "Unspecified future",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "World's first commercial vertiport opens at Dubai International Airport",
      "notes": "HIT — multi-vehicle commercial vertiport spec realized. Validates Khosrowshahi's 'mass-market multi-vehicle' design framing.",
      "source": "https://www.globalair.com/articles/worlds-first-commercial-vertiport-opens-at-dubai-international-airport/12207",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -10,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://www.globalair.com/articles/worlds-first-commercial-vertiport-opens-at-dubai-international-airport/12207",
      "expected_date": "2025-09-15",
      "observed_date": "2025-09-15",
      "research_origin": "deep_research",
      "measurement_criterion": "Dubai RTA + Skyports open multi-vehicle vertiport adjacent to DXB, capable of 170K passengers + 42K aircraft movements annually"
    },
    {
      "kind": "llm_pre_event",
      "label": "Joby completes 50K+ test miles + announces 4 Dubai vertiport sites",
      "source": "https://ir.jobyaviation.com/news-events/press-releases/detail/162/dubai-air-taxi-network-takes-flight-joby-completes",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://ir.jobyaviation.com/news-events/press-releases/detail/162/dubai-air-taxi-network-takes-flight-joby-completes",
      "expected_date": "2025-11-17",
      "observed_date": "2025-11-17",
      "research_origin": "deep_research",
      "measurement_criterion": "Joby publicly discloses 50,000+ test flight miles and 4-site Dubai vertiport network (DXB, Dubai Mall, Atlantis, AUD)"
    },
    {
      "kind": "prereq",
      "label": "Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) a",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -8,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Training runs costing $10 billion for a single model will commence sometime in 2025.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -7,
      "source_id": "SEM_008",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "2025 will be the definitive year that agentic systems finally hit the mainstream.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -6,
      "source_id": "SEM_042",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Jury selection begins April 27, 2026 for Musk v OpenAI trial",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -5,
      "source_id": "247_058",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Recursive self-improvement is already happening now (no longer three years out)",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -4,
      "source_id": "238_009",
      "expected_date": "2026-04-29",
      "observe
... (truncated)