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243_019predictionAuto/Transportautonomous

Autonomous will become a very big part of developed markets, cost curves will come down

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 will become a very big part of developed markets, cost curves will come down | the cost curves are going to come down. And you will see autonomous become a very very big part of developed markets

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"
the cost curves are going to come down. And you will see autonomous become a very very big part of developed markets

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. 2027-02-27pendingQ1 window check-in (25%)
  2. 2027-06-30pendingRobotaxi cost-per-mile to consumer falls below $1.50 in any US market
    How: Public pricing data (Waymo One app, Tesla Robotaxi app, Zoox app) shows median per-mile fare <$1.50 over 30-day rolling sample in SF, Phoenix, Austin, or LA; exclude promo pricing
    Source: Tesla Cybercab $4.20 ride floor Austin 2026 / Cost-curve thesisconf 50%
  3. 2027-12-27pendingQ2 window check-in (50%)
  4. 2027-12-31pendingDriverless rides exceed 1% of total US rideshare market share
    How: Aggregate Waymo+Tesla+others driverless ride count divided by Uber+Lyft+Waymo+Tesla total US rideshare exceeds 1% on monthly basis; Edison Trends or YipitData verification
    Source: Waymo 450K weekly rides + Tesla expansion trajectoryconf 55%
  5. 2027-01-01 → 2029-08-25pendingIndustry body or McKinsey publishes 'autonomous adoption curve >50% in developed markets by 2035' study
    How: Tier-1 consultancy or NHTSA-cited study claims >=50% of new urban miles in OECD markets will be AV by 2035; appears in NYT/WSJ/FT coverage
    Source: Cost-curve declination thesis / S&P Global robotaxi reportconf 40%
  6. 2028-10-25pendingQ3 window check-in (75%)
  7. 2028-12-31pendingWaymo or Tesla operates commercial robotaxi service in 4+ countries outside US
    How: Public commercial ride availability (paid, no safety driver) in UK + Japan + 2 additional non-US developed markets; Tokyo and London announced for 2026 must scale to true commercial
    Source: Waymo 20+ city 2026 plan (Tokyo, London)conf 50%
  8. 2029-08-25pendingAutonomous becomes very big part of developed markets
    How: OECD/IEA/IHS report shows AV share >=20% of new vehicle sales OR >=10% of urban passenger-miles in 5+ developed countries; cost-per-mile <$1 widely available
    Source: Khosrowshahi cost-curve quoteconf 40%

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 (2)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.621manifoldNext day with a US average gas price decrease?mentionspending2026-05-03
0.579manifoldWill the US average gas price fall below $4.00 in June 2026?24%mentionspending2026-05-31

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=fzKVYNBg50E",
  "mode": "FORECAST",
  "role": "Guest-CEO",
  "context": "the cost curves are going to come down. And you will see autonomous become a very very big part of developed markets",
  "verbatim": "the cost curves are going to come down. And you will see autonomous become a very very big part of developed markets",
  "conv_cues": "going to come down; will see",
  "direction": "UP",
  "timeframe": "Future",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -7,
      "source_id": null,
      "expected_date": "2027-02-27",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Robotaxi cost-per-mile to consumer falls below $1.50 in any US market",
      "source": "Tesla Cybercab $4.20 ride floor Austin 2026 / Cost-curve thesis",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.5,
      "source_url": "https://timewell.jp/en/columns/tesla-cybercab",
      "expected_date": "2027-06-30",
      "research_origin": "deep_research",
      "measurement_criterion": "Public pricing data (Waymo One app, Tesla Robotaxi app, Zoox app) shows median per-mile fare <$1.50 over 30-day rolling sample in SF, Phoenix, Austin, or LA; exclude promo pricing"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -5,
      "source_id": null,
      "expected_date": "2027-12-27",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Driverless rides exceed 1% of total US rideshare market share",
      "source": "Waymo 450K weekly rides + Tesla expansion trajectory",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.55,
      "source_url": "https://www.thedriverlessdigest.com/p/waymos-2025-year-in-review-the-year",
      "expected_date": "2027-12-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Aggregate Waymo+Tesla+others driverless ride count divided by Uber+Lyft+Waymo+Tesla total US rideshare exceeds 1% on monthly basis; Edison Trends or YipitData verification"
    },
    {
      "kind": "llm_post_event",
      "label": "Industry body or McKinsey publishes 'autonomous adoption curve >50% in developed markets by 2035' study",
      "source": "Cost-curve declination thesis / S&P Global robotaxi report",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.4,
      "source_url": "https://www.spglobal.com/automotive-insights/en/blogs/2025/09/autonomous-driving-expands-to-europe-and-middle-east",
      "expected_date": "2028-04-28",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2029-08-25",
        "from": "2027-01-01"
      },
      "measurement_criterion": "Tier-1 consultancy or NHTSA-cited study claims >=50% of new urban miles in OECD markets will be AV by 2035; appears in NYT/WSJ/FT coverage"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q3 window check-in (75%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -2,
      "source_id": null,
      "expected_date": "2028-10-25",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Waymo or Tesla operates commercial robotaxi service in 4+ countries outside US",
      "source": "Waymo 20+ city 2026 plan (Tokyo, London)",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -1,
      "source_id": null,
      "confidence": 0.5,
      "source_url": "https://www.eweek.com/news/waymo-16-billion-robotaxi-expansion-2026/",
      "expected_date": "2028-12-31",
      "research_origin": "deep_resea
... (truncated)