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243_034predictionAuto/Transportautonomous

Autonomous is bringing new customers and expanding the market, not just replacing human driving

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

Prior probability
55.0%
Current probability
41.8%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-04-30 – 2030-11-30
Edges in / out
6 / 0
Tickers exposed
31

Prediction text

Autonomous is bringing new customers and expanding the market, not just replacing human driving | autonomous looks like it is bringing new customers into the marketplace. One of the hypotheses is that autonomous is not going to replace just human driving, but it's going to expand the market.

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"
autonomous looks like it is bringing new customers into the marketplace. One of the hypotheses is that autonomous is not going to replace just human driving, but it's going to expand the market.

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 55%2026-04-302026-05-032026-05-17
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 41.8%

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. 2026-02-24hitWaymo expands to 10 US cities, 500K+ weekly rides (Feb 2026)
    How: Waymo publicly confirms cumulative city count and weekly ride volume
    Source: deep_research_enrichedconf 95%
    Observed: 10 cities, ~3,000 vehicles, 500K+ weekly rides
  2. 2026-04-18hitTesla robotaxi unsupervised launch in Dallas/Houston (Apr 2026)
    How: Tesla publicly confirms unsupervised robotaxi service operating
    Source: deep_research_enrichedconf 95%
    Observed: ~25 vehicles, 3 cities
  3. 2027-02-02pendingQ1 window check-in (25%)
  4. 2027-11-08pendingQ2 window check-in (50%)
  5. 2027-01-01 → 2028-12-31pendingFirst academic/industry study confirms autonomous fleets generating net-new ride demand (vs cannibalizing human drivers)
    How: Peer-reviewed or NHTSA/Uber-published study showing >X% of robotaxi rides represent incremental trips not previously taken with human drivers
    Source: deep_research_enrichedconf 50%
  6. 2027-06-01 → 2028-12-31pendingCombined Waymo+Tesla US robotaxi fleet >10,000 active vehicles
    How: Sum of operating Waymo + Tesla unsupervised robotaxi fleet meets or exceeds 10,000 vehicles in US
    Source: deep_research_enrichedconf 60%
  7. 2028-08-13pendingQ3 window check-in (75%)
  8. 2028-01-01 → 2030-11-30pendingUber/Lyft total US gross bookings >=10% above pre-AV-launch baseline trend
    How: Uber+Lyft annual gross bookings exceed pre-AV trend extrapolation by 10%+, attributable in part to autonomous capacity
    Source: deep_research_enrichedconf 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: 42%)

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
LBP2026-05-17T02:00:01Z41.8%-1.3pp
Network propagation: 43.1% → 41.8%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z43.1%-2.6pp
Network propagation: 45.7% → 43.1%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z45.7%-5.2pp
Network propagation: 50.9% → 45.7%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z50.9%-1.9pp
Network propagation: 52.8% → 50.9%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z52.8%-2.2pp
Network propagation: 55.0% → 52.8%
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_ROBOTAXI_MASS_2030
Robotaxi >10% urban miles by Nov 2030
30.0%0.5500.050-0.218
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.550+0.092
killerTK11
Autonomous Regulatory Block (Level 4 Halt)
10.0%0.0500.550+0.082

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

31 ticker(s) linked

Beneficiaries (24)

INVZWRDLIDRAEVAMBLYPONYOUSTVRRMAMBAAURAIOTHSAIMBGAFBIDUBMWYYGMGOOGLHMCIOTQCOMTMTSLAUBERVWAGY

Adverse (5)

MCYALLCINFPGRTRV

Prerequisites (6)

Predictions that must hit first
TypePredTitleDomainLag
prereqS_ROBOTAXI_MASS_2030Robotaxi >10% urban miles by Nov 2030robotaxi_deployment
correlateS_ROBOTAXI_NATIONWIDE_2028Robotaxi nationwide expansion by Nov 2028robotaxi_deployment
correlateS_ROBOTAXI_TESLA_2026Tesla FSD unsupervised wide deployment by Nov 2026robotaxi_deployment
correlateS_ROBOTAXI_DELAYEDRobotaxi mass deployment delayed past 2031robotaxi_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=fzKVYNBg50E",
  "mode": "THESIS",
  "role": "Guest-CEO",
  "context": "autonomous is not going to replace just human driving, but it's going to expand the market. And what we're seeing in in an Austin or in Atlanta, these markets are growing faster than the average market nationwide",
  "verbatim": "autonomous looks like it is bringing new customers into the marketplace. One of the hypotheses is that autonomous is not going to replace just human driving, but it's going to expand the market.",
  "conv_cues": "one of the hypotheses; looks like",
  "direction": "UP",
  "timeframe": "Ongoing",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Waymo expands to 10 US cities, 500K+ weekly rides (Feb 2026)",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://electrek.co/2026/02/24/waymo-adds-4-more-cities-to-its-robotaxi-service-now-10-total-tesla-still-0/",
      "expected_date": "2026-02-24",
      "observed_date": "2026-02-24",
      "observed_value": "10 cities, ~3,000 vehicles, 500K+ weekly rides",
      "research_origin": "deep_research",
      "measurement_criterion": "Waymo publicly confirms cumulative city count and weekly ride volume"
    },
    {
      "kind": "llm_pre_event",
      "label": "Tesla robotaxi unsupervised launch in Dallas/Houston (Apr 2026)",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://tech-insider.org/tesla-robotaxi-dallas-houston-unsupervised-launch-2026/",
      "expected_date": "2026-04-18",
      "observed_date": "2026-04-18",
      "observed_value": "~25 vehicles, 3 cities",
      "research_origin": "deep_research",
      "measurement_criterion": "Tesla publicly confirms unsupervised robotaxi service operating"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -5,
      "source_id": null,
      "expected_date": "2027-02-02",
      "observed_date": null
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -4,
      "source_id": null,
      "expected_date": "2027-11-08",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "First academic/industry study confirms autonomous fleets generating net-new ride demand (vs cannibalizing human drivers)",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.5,
      "source_url": "https://evdances.com/blogs/news/how-waymo-s-robotaxi-growth-compares-with-tesla-in-2026",
      "expected_date": "2028-01-01",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2028-12-31",
        "from": "2027-01-01"
      },
      "measurement_criterion": "Peer-reviewed or NHTSA/Uber-published study showing >X% of robotaxi rides represent incremental trips not previously taken with human drivers"
    },
    {
      "kind": "llm_pre_event",
      "label": "Combined Waymo+Tesla US robotaxi fleet >10,000 active vehicles",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.6,
      "source_url": "https://awisee.com/blog/waymo-statistics/",
      "expected_date": "2028-03-16",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2028-12-31",
        "from": "2027-06-01"
      },
      "measurement_criterion": "Sum of operating Waymo + Tesla unsupervised robotaxi fleet meets or exceeds 10,0
... (truncated)