← Cockpit
243_005predictionAuto/Transportautonomous

There will be many many winners in the autonomous space

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
46.7%
evolves via intake + LBP
Conviction
4/5
Signal quality
C
Resolution
pending
Window
2026-04-30 – 2030-11-30
Edges in / out
4 / 0
Tickers exposed
31

Prediction text

There will be many many winners in the autonomous space | we think there going to be many many winners.

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 there going to be many many winners.

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 = 46.7%

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: 2 fired ✓ · 5 pending
  1. 2026-01-31hitUber consolidates partnerships with Waymo, Zoox, Baidu — 'plug-and-play' AV marketplace
    How: Uber app supports at least 3 distinct AV providers (Waymo + Zoox + Baidu or equivalent) for live booking
    Source: https://markets.financialcontent.com/stocks/article/marketminute-2026-3-18-deutsche-bank-declares-uber-the-long-term-winner-in-the-autonomous-vehicle-market-share-raceconf 95%
    Notes: HIT — Khosrowshahi's 'many winners' thesis directly supported by Uber's own platform strategy.
  2. 2026-04-30hitChina multi-AV ecosystem: 4 robotaxi services compete in Beijing/Shanghai/Guangzhou
    How: Apollo Go + WeRide + Pony.ai + DiDi/SAIC all operate live commercial robotaxi services in at least 3 major Chinese cities
    Source: https://www.idtechex.com/en/research-article/the-robotaxi-race-is-heating-up-globally-in-2025/33845conf 95%
    Notes: HIT — 4 active competitors in China = clearest 'many winners' validation.
  3. 2026-06-01 → 2026-09-30pendingZoox launches commercial robotaxi on Uber app in Las Vegas
    How: Zoox robotaxi service goes live on Uber app for paying riders in Las Vegas
    Source: https://www.thestreet.com/automotive/waymo-pulls-ahead-of-tesla-robotaxi-amazon-zoox-with-latest-move — Zoox/Uber Las Vegas Summer 2026conf 80%
  4. 2027-02-09pendingQ1 window check-in (25%)
  5. 2027-11-22pendingQ2 window check-in (50%)
  6. 2027-01-01 → 2028-12-31pendingCombined non-Waymo AV providers operate >5K commercial vehicles in US
    How: Tesla + Zoox + WeRide + Apollo Go + others combined operate >5,000 commercial robotaxis on US public roads
    Source: Waymo at 3K vehicles in US (April 2026), competitors rampingconf 55%
  7. 2028-09-03pendingQ3 window check-in (75%)
  8. 2028-06-01 → 2030-11-30pendingAt least 5 distinct AV providers achieve commercial revenue >$100M annually
    How: ≥5 AV providers (e.g. Waymo, Tesla, Zoox, Apollo Go, WeRide, Pony.ai) report >$100M annual robotaxi revenue
    Source: Industry trajectory; multi-provider Uber platform modelconf 50%
    Notes: Cascade — '$100M revenue from each' is the practical threshold for 'winner' status.

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
LBP2026-05-17T02:00:01Z46.7%-1.3pp
Network propagation: 48.1% → 46.7%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z48.1%-2.7pp
Network propagation: 50.7% → 48.1%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z50.7%-5.2pp
Network propagation: 56.0% → 50.7%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z56.0%-1.4pp
Network propagation: 57.4% → 56.0%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z57.4%-2.6pp
Network propagation: 60.0% → 57.4%
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%0.6000.050-0.252
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.600+0.089
killerTK11
Autonomous Regulatory Block (Level 4 Halt)
10.0%0.0500.600+0.078
killerTK15
SpaceX Starship Catastrophic Failure
12.0%0.0500.600+0.067

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

31 ticker(s) linked

Beneficiaries (24)

INVZWRDLIDRAEVAMBLYPONYOUSTVRRMAMBAAURAIOTHSAIMBGAFBIDUBMWYYGMGOOGLHMCIOTQCOMTMTSLAUBERVWAGY

Adverse (5)

MCYALLCINFPGRTRV

Prerequisites (4)

Predictions that must hit first
TypePredTitleDomainLag
prereqS_ROBOTAXI_MASS_2030Robotaxi >10% urban miles by Nov 2030robotaxi_deployment
killerTK15SpaceX Starship Catastrophic Failure
killerTK11Autonomous Regulatory Block (Level 4 Halt)
killerTK06China-Taiwan Military Conflict

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.653manifoldWill a bot win prize drawing this year?37%mentionspending2026-05-05
0.643manifoldWill anybody win the Prize Drawings more than once in 2026?83%mentionspending2026-05-04
0.635manifoldAltar of Champions 2026 Winner?mentionspending2026-05-16
0.606manifoldFree Lottery (Cosmic Explorer)40%mentionspending2026-05-11
0.603manifoldWill a Manifolder win the Summer Metaculus Cup35%mentionspending2026-05-04
0.594manifoldWhich individual will win ARML 2026? [add yourself]mentionspending2026-05-12
0.592manifoldFree Lottery (tidal disruption event)8%mentionspending2026-06-02
0.590manifoldWill I win the main prize in this (second) prize drawing?2%mentionspending2026-04-23
0.585manifoldWho will win the Second Prize Drawing?mentionspending2026-05-01
0.583manifoldUEFA Champions League 2026/27 winnermentionspending2026-05-31

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "multiple winners",
  "url": "https://www.youtube.com/watch?v=fzKVYNBg50E",
  "mode": "THESIS",
  "role": "Guest-CEO",
  "context": "there are plenty of other partners in the space and we think there going to be many many winners.",
  "verbatim": "we think there going to be many many winners.",
  "conv_cues": "we think",
  "direction": "HAPPEN",
  "timeframe": "Over coming years",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Uber consolidates partnerships with Waymo, Zoox, Baidu — 'plug-and-play' AV marketplace",
      "notes": "HIT — Khosrowshahi's 'many winners' thesis directly supported by Uber's own platform strategy.",
      "source": "https://markets.financialcontent.com/stocks/article/marketminute-2026-3-18-deutsche-bank-declares-uber-the-long-term-winner-in-the-autonomous-vehicle-market-share-race",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://markets.financialcontent.com/stocks/article/marketminute-2026-3-18-deutsche-bank-declares-uber-the-long-term-winner-in-the-autonomous-vehicle-market-share-race",
      "expected_date": "2026-01-31",
      "observed_date": "2026-01-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Uber app supports at least 3 distinct AV providers (Waymo + Zoox + Baidu or equivalent) for live booking"
    },
    {
      "kind": "llm_pre_event",
      "label": "China multi-AV ecosystem: 4 robotaxi services compete in Beijing/Shanghai/Guangzhou",
      "notes": "HIT — 4 active competitors in China = clearest 'many winners' validation.",
      "source": "https://www.idtechex.com/en/research-article/the-robotaxi-race-is-heating-up-globally-in-2025/33845",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://www.idtechex.com/en/research-article/the-robotaxi-race-is-heating-up-globally-in-2025/33845",
      "expected_date": "2026-04-30",
      "observed_date": "2026-04-30",
      "research_origin": "deep_research",
      "measurement_criterion": "Apollo Go + WeRide + Pony.ai + DiDi/SAIC all operate live commercial robotaxi services in at least 3 major Chinese cities"
    },
    {
      "kind": "llm_pre_event",
      "label": "Zoox launches commercial robotaxi on Uber app in Las Vegas",
      "source": "https://www.thestreet.com/automotive/waymo-pulls-ahead-of-tesla-robotaxi-amazon-zoox-with-latest-move — Zoox/Uber Las Vegas Summer 2026",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.8,
      "source_url": "https://www.thestreet.com/automotive/waymo-pulls-ahead-of-tesla-robotaxi-amazon-zoox-with-latest-move",
      "expected_date": "2026-07-31",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-09-30",
        "from": "2026-06-01"
      },
      "measurement_criterion": "Zoox robotaxi service goes live on Uber app for paying riders in Las Vegas"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -4,
      "source_id": null,
      "expected_date": "2027-02-09",
      "observed_date": null
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -3,
      "source_id": null,
      "expected_date": "2027-11-22",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Combined non-Waymo AV providers operate >5K commercial vehicles in US",
      "source": "Waymo at 3K vehicles in US (April 2026), competitors ramping",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.55,
      "expected_date": "2028-01-01
... (truncated)