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244_011predictionAuto/Transportautonomous

Autonomous transportation will eventually make transportation cheaper

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
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 transportation will eventually make transportation cheaper | One of the promises of autonomous is going to be you know safer, check, but then eventually autonomous will make transportation cheaper as well.

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

Verbatim quote

From episode "Uber's Robotaxi Playbook, End of Human Driving & $10B Bet on Robots | Dara Khosrowshahi (Uber CEO)"
One of the promises of autonomous is going to be you know safer, check, but then eventually autonomous will make transportation cheaper as well.

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: 3 fired ✓ · 4 pending
  1. 2025-06-11hitGoldman Sachs models AV cost-per-mile decline from $0.50 to $0.23 by 2040
    How: Major investment bank publishes cost-per-mile decline forecast for AVs implying long-term price reduction
    Source: https://fortune.com/2025/06/11/goldman-sachs-autonomous-cars-insurance-costs-fault-accidents/conf 95%
    Notes: HIT — Goldman models 54% cost-per-mile reduction by 2040. Direct quantitative framing of Khosrowshahi's cheaper-AV thesis.
  2. 2025-09-15hitRobotaxi cost projected 40% below Uber/Lyft by 2027
    How: Major analyst publishes forecast that robotaxi rides will be 40% cheaper than human ride-hail by 2027
    Source: https://patentpc.com/blog/robotaxis-in-2025-2030-global-expansion-and-adoption-trends-latest-numbersconf 85%
    Notes: HIT — research firm publishes 40% cost reduction forecast. AV-cheaper thesis on track.
  3. 2026-02-23hitUber Autonomous Solutions launches with cost-per-mile reduction stated objective
    How: Uber publicly launches autonomous solutions business with explicit cost-per-mile reduction in mission statement
    Source: https://investor.uber.com/news-events/news/press-release-details/2026/Uber-Unveils-Uber-Autonomous-Solutions-to-Accelerate-Autonomous-Mobility--Delivery-Worldwide/default.aspxconf 95%
    Notes: HIT — Uber Autonomous Solutions launched with 'reducing cost per mile' as explicit goal. Direct thesis match by predictor (Khosrowshahi himself).
  4. 2027-02-05pendingQ1 window check-in (25%)
  5. 2026-09-01 → 2028-06-30pendingFirst robotaxi market with average price <50% of human ride-hail equivalent
    How: Public price comparison shows robotaxi average fare in at least one major US metro is <50% of equivalent Uber/Lyft fare
    Source: Waymo, Tesla Robotaxi, Uber pricing dashboardsconf 55%
  6. 2027-11-14pendingQ2 window check-in (50%)
  7. 2028-08-21pendingQ3 window check-in (75%)
  8. 2029-01-01 → 2030-11-30pendingRobotaxi market reaches $100B+ valuation by 2030
    How: Global robotaxi market revenue exceeds $100B annual run-rate
    Source: https://www.nextmsc.com/report/robotaxi-marketconf 50%
    Notes: Cascade — market scale required for transportation-cheaper claim to be economically meaningful.

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

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=Mh9yC4j0_rI",
  "mode": "PREDICTION",
  "role": "Guest-CEO",
  "context": "One of the promises of autonomous is going to be you know safer, check, but then eventually autonomous will make transportation cheaper as well. And we want to make sure that that kind of cheap affordable safe transportation is available to everybody regardless of where you live.",
  "verbatim": "One of the promises of autonomous is going to be you know safer, check, but then eventually autonomous will make transportation cheaper as well.",
  "conv_cues": "going to be; eventually",
  "direction": "DOWN",
  "timeframe": "Eventually",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Goldman Sachs models AV cost-per-mile decline from $0.50 to $0.23 by 2040",
      "notes": "HIT — Goldman models 54% cost-per-mile reduction by 2040. Direct quantitative framing of Khosrowshahi's cheaper-AV thesis.",
      "source": "https://fortune.com/2025/06/11/goldman-sachs-autonomous-cars-insurance-costs-fault-accidents/",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://fortune.com/2025/06/11/goldman-sachs-autonomous-cars-insurance-costs-fault-accidents/",
      "expected_date": "2025-06-30",
      "observed_date": "2025-06-11",
      "research_origin": "deep_research",
      "measurement_criterion": "Major investment bank publishes cost-per-mile decline forecast for AVs implying long-term price reduction"
    },
    {
      "kind": "llm_pre_event",
      "label": "Robotaxi cost projected 40% below Uber/Lyft by 2027",
      "notes": "HIT — research firm publishes 40% cost reduction forecast. AV-cheaper thesis on track.",
      "source": "https://patentpc.com/blog/robotaxis-in-2025-2030-global-expansion-and-adoption-trends-latest-numbers",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.85,
      "source_url": "https://patentpc.com/blog/robotaxis-in-2025-2030-global-expansion-and-adoption-trends-latest-numbers",
      "expected_date": "2025-11-14",
      "observed_date": "2025-09-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-04-30",
        "from": "2025-06-01"
      },
      "measurement_criterion": "Major analyst publishes forecast that robotaxi rides will be 40% cheaper than human ride-hail by 2027"
    },
    {
      "kind": "llm_pre_event",
      "label": "Uber Autonomous Solutions launches with cost-per-mile reduction stated objective",
      "notes": "HIT — Uber Autonomous Solutions launched with 'reducing cost per mile' as explicit goal. Direct thesis match by predictor (Khosrowshahi himself).",
      "source": "https://investor.uber.com/news-events/news/press-release-details/2026/Uber-Unveils-Uber-Autonomous-Solutions-to-Accelerate-Autonomous-Mobility--Delivery-Worldwide/default.aspx",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://www.morningstar.com/news/business-wire/20260223163215/uber-unveils-uber-autonomous-solutions-to-accelerate-autonomous-mobility-delivery-worldwide",
      "expected_date": "2026-02-28",
      "observed_date": "2026-02-23",
      "research_origin": "deep_research",
      "measurement_criterion": "Uber publicly launches autonomous solutions business with explicit cost-per-mile reduction in mission statement"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -4,
      "source_id": null,
      "expected_date": "2027-02-05",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "First robotaxi market with average price <50% of human ride-hail equivalent",
      "source": "Waymo, Tesla Robotaxi,
... (truncated)