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244_005predictionAuto/Transportautonomous

Fewer and fewer drivers on the road, like fewer people knowing how to ride a horse

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

Fewer and fewer drivers on the road, like fewer people knowing how to ride a horse | But I can definitely see a future where you know, there're going to be fewer and fewer drivers on the road. Just like there are less people who know how to ride a horse.

Verbatim quote

From episode "Uber's Robotaxi Playbook, End of Human Driving & $10B Bet on Robots | Dara Khosrowshahi (Uber CEO)"
But I can definitely see a future where you know, there're going to be fewer and fewer drivers on the road. Just like there are less people who know how to ride a horse.

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. 2027-12-28pendingQ2 window check-in (50%)
  3. 2026-04-30 → 2029-08-27pendingFirst US state passes legislation reducing driver-license testing or relaxing requirements due to AV adoption
    How: State legislative bill passes (CA, TX, AZ, FL most likely) explicitly citing autonomous vehicle adoption as rationale for license-testing reform; covered in Reuters/Politico
    Source: Long-tail cultural/regulatory signal of fewer driversconf 35%
  4. 2026-12-01 → 2029-08-27pendingMajor US insurer launches 'driver-optional' or 'no-driver' policy product
    How: Top-10 US auto insurer (State Farm, Geico, Progressive, Allstate, etc.) files insurance product with state regulators specifically for households with primary AV usage and no licensed driver
    Source: Cascade signal of cultural/economic shiftconf 40%
  5. 2028-10-27pendingQ3 window check-in (75%)
  6. 2028-12-31pendingUS driver's license issuance rate to 16-19 year olds drops below 60%
    How: Federal Highway Administration data shows licensure rate for 16-19yo cohort below 60% (was ~63% in 2022, declining trend); annual FHWA Highway Statistics report
    Source: Long-running trend observable in FHWA data, accelerated by AV availabilityconf 60%
  7. 2029-06-30pendingDriverless miles exceed 5% of total US light-vehicle miles traveled annually
    How: Combined Waymo + Tesla + Zoox + others rider-only mileage exceeds 5% of US light-vehicle VMT (~3T miles annually), per FHWA + company disclosures
    Source: Waymo 96M rider-only miles by mid-2025 trajectoryconf 40%
  8. 2029-08-27pendingCultural recognition of declining driver population
    How: Mainstream press (NYT, Atlantic, WSJ) publishes feature on declining driver population with FHWA/Census data backing; cite analogy to declining horseback-riding skill
    Source: Khosrowshahi horse-riding analogyconf 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

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": "But I can definitely see a future where you know, there're going to be fewer and fewer drivers on the road. Just like there are less people who know how to ride a horse.",
  "verbatim": "But I can definitely see a future where you know, there're going to be fewer and fewer drivers on the road. Just like there are less people who know how to ride a horse.",
  "conv_cues": "I can definitely see",
  "direction": "DOWN",
  "timeframe": "Unspecified 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": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -6,
      "source_id": null,
      "expected_date": "2027-12-28",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "First US state passes legislation reducing driver-license testing or relaxing requirements due to AV adoption",
      "source": "Long-tail cultural/regulatory signal of fewer drivers",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.35,
      "source_url": "https://environmentalhealthsafetybrief.sidley.com/2026/03/04/a-new-global-milestone-for-autonomous-vehicles-what-the-un-global-technical-regulation-on-automated-driving-systems-means-for-autonomy-in-the-u-s-and-around-the-world/",
      "expected_date": "2027-12-28",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2029-08-27",
        "from": "2026-04-30"
      },
      "measurement_criterion": "State legislative bill passes (CA, TX, AZ, FL most likely) explicitly citing autonomous vehicle adoption as rationale for license-testing reform; covered in Reuters/Politico"
    },
    {
      "kind": "llm_post_event",
      "label": "Major US insurer launches 'driver-optional' or 'no-driver' policy product",
      "source": "Cascade signal of cultural/economic shift",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.4,
      "source_url": "https://www.weforum.org/stories/2025/05/autonomous-vehicles-technology-future/",
      "expected_date": "2028-04-14",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2029-08-27",
        "from": "2026-12-01"
      },
      "measurement_criterion": "Top-10 US auto insurer (State Farm, Geico, Progressive, Allstate, etc.) files insurance product with state regulators specifically for households with primary AV usage and no licensed driver"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q3 window check-in (75%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -3,
      "source_id": null,
      "expected_date": "2028-10-27",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "US driver's license issuance rate to 16-19 year olds drops below 60%",
      "source": "Long-running trend observable in FHWA data, accelerated by AV availability",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.6,
      "source_url": "https://www.weforum.org/stories/2025/05/autonomous-vehicles-technology-future/",
      "expected_date": "2028-12-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Federal Highway Administration data shows licensure rate for 16-19yo cohort below 60% (was ~63% in 2022, declining trend); annual FHWA Highway Statistics report"
    },
    {
      "kind": "llm_pre_event",
      "label": "Driverless mile
... (truncated)