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243_007predictionAuto/Transportautonomous

Autonomous mobility will become another trillion-dollar marketplace

Predictor: Dara Khosrowshahi · ep#243 "Uber vs. Tesla, Robotaxi Timelines, and the End of Human Driving | Uber CEO Dara Khosrowshahi | #243" · source

Prior probability
60.0%
Current probability
44.4%
evolves via intake + LBP
Conviction
4/5
Signal quality
C
Resolution
pending
Window
2026-04-30 – 2030-11-30
Edges in / out
3 / 0
Tickers exposed
31

Prediction text

Autonomous mobility will become another trillion-dollar marketplace | we think it's going to be another trillion-dollar marketplace

Watch events: Waymo 1M rides/wk (end-2026); Tesla Robotaxi scaling; NHTSA AV rules

Verbatim quote

From episode "Uber vs. Tesla, Robotaxi Timelines, and the End of Human Driving | Uber CEO Dara Khosrowshahi | #243"
we think it's going to be another trillion-dollar marketplace

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 = 44.4%

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 pending
  1. 2026-12-31pendingWaymo annualized rider-only ride volume exceeds 25M rides
    How: Waymo public statement or Alphabet 10-K discloses weekly rides >500K (annualizes ~26M); fleet >3,500 vehicles per analyst forecasts
    Source: TheDriverlessDigest 2025 review / Carbon Credits 2026 statisticsconf 70%
  2. 2026-01-01 → 2027-12-31pendingFirst investor or analyst report values the autonomous mobility TAM at >=$1T
    How: Sell-side or strategy firm (McKinsey, BCG, Goldman, Morgan Stanley, Ark Invest, BloombergNEF) publishes a dated TAM model showing >=$1T annual revenue potential for autonomous mobility / robotaxi by 2030-2035
    Source: Khosrowshahi Trillion-dollar marketplace claimconf 60%
  3. 2027-02-28pendingQ1 window check-in (25%)
  4. 2027-06-30pendingWaymo plus Tesla combined commercial robotaxi presence in >=20 metro areas
    How: Public count (company press + state DMV filings) of metro markets with paid driverless rides reaches >=20 across Waymo, Tesla, Zoox, May Mobility combined
    Source: Waymo 2026 expansion plan + Tesla 12-state target Q4 2026conf 65%
  5. 2027-12-30pendingQ2 window check-in (50%)
  6. 2028-06-30pendingCombined US autonomous mobility commercial revenue exceeds $5B annualized
    How: Sum of Waymo (Alphabet 10-Q segment), Tesla Robotaxi (10-Q breakout if disclosed), Zoox/Amazon revenue disclosures yields >=$5B run rate from passenger AV services
    Source: Waymo 157% YoY ride growth trajectory + Tesla unsupervised 12-state planconf 50%
  7. 2028-10-30pendingQ3 window check-in (75%)
  8. 2029-08-31pendingAutonomous mobility marketplace recognized by mainstream press as multi-hundred-billion category
    How: Major financial press (FT, WSJ, Bloomberg, NYT) treats autonomous mobility as >=$500B-$1T annual market in industry coverage with cited research backing
    Source: Khosrowshahi Goldman Sachs interview 2025conf 50%

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: 44%)

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
LBP2026-05-17T02:00:01Z44.4%-1.7pp
Network propagation: 46.2% → 44.4%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z46.2%-3.4pp
Network propagation: 49.6% → 46.2%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z49.6%-6.8pp
Network propagation: 56.4% → 49.6%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z56.4%-1.2pp
Network propagation: 57.6% → 56.4%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z57.6%-2.4pp
Network propagation: 60.0% → 57.6%
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_ROBOTAXI_MASS_2030
Robotaxi >10% urban miles by Nov 2030
30.0%0.6000.050-0.229
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.600+0.112
killerTK11
Autonomous Regulatory Block (Level 4 Halt)
10.0%0.0500.600+0.101

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

31 ticker(s) linked

Beneficiaries (24)

INVZWRDLIDRAEVAMBLYPONYOUSTVRRMAMBAAURAIOTHSAIMBGAFBIDUBMWYYGMGOOGLHMCIOTQCOMTMTSLAUBERVWAGY

Adverse (5)

MCYALLCINFPGRTRV

Prerequisites (3)

Predictions that must hit first
TypePredTitleDomainLag
prereqS_ROBOTAXI_MASS_2030Robotaxi >10% urban miles by Nov 2030robotaxi_deployment
killerTK11Autonomous Regulatory Block (Level 4 Halt)
killerTK06China-Taiwan Military Conflict

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (1)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.559gdeltmeta chief zuckerberg doubles down 235046396.htmlmentionspending2026-04-30

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "$1 trillion+ market",
  "url": "https://www.youtube.com/watch?v=fzKVYNBg50E",
  "mode": "FORECAST",
  "role": "Guest-CEO",
  "context": "it's a big ecosystem that we're building and we're essentially working with everyone in that ecosystem. And we think it's going to be another trillion-dollar marketplace",
  "verbatim": "we think it's going to be another trillion-dollar marketplace",
  "conv_cues": "we think",
  "direction": "NUMERIC_TARGET",
  "timeframe": "Future ecosystem",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Waymo annualized rider-only ride volume exceeds 25M rides",
      "source": "TheDriverlessDigest 2025 review / Carbon Credits 2026 statistics",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.7,
      "source_url": "https://www.thedriverlessdigest.com/p/waymos-2025-year-in-review-the-year",
      "expected_date": "2026-12-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Waymo public statement or Alphabet 10-K discloses weekly rides >500K (annualizes ~26M); fleet >3,500 vehicles per analyst forecasts"
    },
    {
      "kind": "llm_pre_event",
      "label": "First investor or analyst report values the autonomous mobility TAM at >=$1T",
      "source": "Khosrowshahi Trillion-dollar marketplace claim",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.6,
      "source_url": "https://www.understandingai.org/p/waymos-next-five-cities-are-all-in",
      "expected_date": "2026-12-31",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-12-31",
        "from": "2026-01-01"
      },
      "measurement_criterion": "Sell-side or strategy firm (McKinsey, BCG, Goldman, Morgan Stanley, Ark Invest, BloombergNEF) publishes a dated TAM model showing >=$1T annual revenue potential for autonomous mobility / robotaxi by 2030-2035"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -5,
      "source_id": null,
      "expected_date": "2027-02-28",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Waymo plus Tesla combined commercial robotaxi presence in >=20 metro areas",
      "source": "Waymo 2026 expansion plan + Tesla 12-state target Q4 2026",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.65,
      "source_url": "https://www.eweek.com/news/waymo-16-billion-robotaxi-expansion-2026/",
      "expected_date": "2027-06-30",
      "research_origin": "deep_research",
      "measurement_criterion": "Public count (company press + state DMV filings) of metro markets with paid driverless rides reaches >=20 across Waymo, Tesla, Zoox, May Mobility combined"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -3,
      "source_id": null,
      "expected_date": "2027-12-30",
      "observed_date": null
    },
    {
      "kind": "llm_post_event",
      "label": "Combined US autonomous mobility commercial revenue exceeds $5B annualized",
      "source": "Waymo 157% YoY ride growth trajectory + Tesla unsupervised 12-state plan",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.5,
      "source_url": "https://carboncredits.com/waymo-hits-2500-robotaxi-in-u-s-the-future-of-driverless-rides/",
      "expected_date": "2028-06-30",
      "research_origin": "deep_research",
      "measurement_criterion": "Sum of Waymo (Alphabet 10-Q segment), Tesla Robotaxi (10-Q breakout if disclosed), Zoox/Amazon revenue disclosures yields >=$5B run rate from passenger AV services"
    },
    {
      "
... (truncated)