← Cockpit
244_031predictionEnergyautonomous

Uber's network will move to EVs as autonomous becomes bigger reality

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
48.2%
evolves via intake + LBP
Conviction
4/5
Signal quality
C
Resolution
pending
Window
2026-06-01 – 2026-06-30
Edges in / out
7 / 5
Tickers exposed
31

Prediction text

Uber's network will move to EVs as autonomous becomes bigger reality | One of the benefits of AVs are is that, you know, AVs are EVs. Uh and so, as autonomous becomes a bigger reality in our network, our network is going to move to EVs 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 benefits of AVs are is that, you know, AVs are EVs. Uh and so, as autonomous becomes a bigger reality in our network, our network is going to move to EVs 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

4 prob_history rows
0%25%50%75%100%prior 60%2026-04-302026-05-032026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 48.2%

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: 8 fired ✓ · 1 missed ✗
  1. 2026-03-15hitUber/Rivian R2 robotaxi 50K-vehicle plan formalized
    How: Uber commits up to $1.25B investment in Rivian to deploy 50K R2 robotaxis across 25 cities through 2031
    Source: EV Magazine on Uber-Rivian deploymentconf 90%
  2. 2026-04-01hitUber commits $100M to autonomous-vehicle EV charging hubs
    How: Uber publicly announces $100M+ investment in EV charging infrastructure for autonomous vehicles in major US cities
    Source: CBT News: Uber to invest $100 million in robotaxi charging hubs across US citiesconf 95%
    Notes: HIT — Uber commits $100M to EV charging hubs in SF, LA, Dallas — directly serving AV/EV convergence.
  3. 2026-04-02hitUber EV grant nationwide expansion (drivers up to $6,500)
    How: Uber expands EV switching incentive nationwide with per-driver subsidies up to $6,500
    Source: Electrek: Uber expands EV grant nationwide, offering drivers up to $6,500conf 95%
  4. 2026-04-15hitUber/Lucid commitment expanded to 35,000 robotaxi vehicles
    How: Uber publicly increases Lucid Gravity SUV purchase commitment to ≥35,000 vehicles (up 75% from original 20K)
    Source: EV Magazine: Uber's Robotaxi Bets Top $10 Billion as Hertz Joins as Fleet Operatorconf 95%
  5. 2026-12-31pendingRobotaxi service in 10+ Uber cities by year-end 2026
    How: Uber publicly confirms robotaxi service operating in ≥10 cities (Lucid, Nuro, Waymo, VW partners)
    Source: Uber investor day; CBT News reporting targetconf 75%
  6. 2026-09-01 → 2027-12-31pendingCascade: Uber's published EV-share metric exceeds 30% in top markets
    How: Uber sustainability report or 10-K shows ≥30% of trips fulfilled by EVs in at least 3 major US/EU markets
    Source: Uber annual sustainability report; Road to Zero Emissions metricsconf 55%

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: 48%)

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
LBP2026-05-10T02:00:02Z48.2%-1.3pp
Network propagation: 49.5% → 48.2%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z49.5%-2.0pp
Network propagation: 51.5% → 49.5%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z51.5%-2.9pp
Network propagation: 54.4% → 51.5%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z54.4%-5.6pp
Network propagation: 60.0% → 54.4%
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
prereq231_018
Blitz will switch to next generation model in late March 202Dave Blundin
29.8%0.6000.050-0.272
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.600+0.074
killerTK11
Autonomous Regulatory Block (Level 4 Halt)
10.0%0.0500.600+0.063
prereq247_058
Jury selection begins April 27, 2026 for Musk v OpenAI trialPeter Diamandis
71.4%0.6000.050-0.044
prereqSEM_042
2025 will be the definitive year that agentic systems finallKevin Weil
73.8%0.6000.050-0.032

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq243_014
10+ autonomous providers will operate on streets of LA a decDara Khosrowshahi
39.5%0.5500.050-0.108
prereq243_017
Cost of lidar and cameras will continue coming down, making Dara Khosrowshahi
41.6%0.6000.050-0.105
prereq243_013
Every new car sold 10 years from now will have autonomous soDara Khosrowshahi
41.0%0.6000.050-0.100
prereq244_002
Humans will be demonstrably less safe than autonomous driverDara Khosrowshahi
37.6%0.6000.050-0.065
prereq230_020
Peter's 14-year-old son Milan will never get a driver's licePeter Diamandis
34.7%0.6500.050-0.012

Ticker exposure

31 ticker(s) linked

Beneficiaries (24)

INVZWRDLIDRAEVAMBLYPONYOUSTVRRMAMBAAURAIOTHSAIMBGAFBIDUBMWYYGMGOOGLHMCIOTQCOMTMTSLAUBERVWAGY

Adverse (5)

MCYALLCINFPGRTRV

Prerequisites (7)

Predictions that must hit first
TypePredTitleDomainLag
prereq247_058Jury selection begins April 27, 2026 for Musk v OpenAI trialAI
prereqSEM_008Training runs costing $10 billion for a single model will commence sometime in 2025.AI
prereqSEM_0422025 will be the definitive year that agentic systems finally hit the mainstream.AI/Agents
prereqSEM_012Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering.AI/Manufacturing
prereq231_018Blitz will switch to next generation model in late March 2026.AI
killerTK11Autonomous Regulatory Block (Level 4 Halt)
killerTK06China-Taiwan Military Conflict

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq230_020Peter's 14-year-old son Milan will never get a driver's license.Auto/Transport
prereq243_013Every new car sold 10 years from now will have autonomous softwareAuto/Transport
prereq243_017Cost of lidar and cameras will continue coming down, making new cars autonomous-ready within 10 yearsAuto/Transport
prereq244_002Humans will be demonstrably less safe than autonomous drivers (within 25 years, not 15)Auto/Transport
prereq243_01410+ autonomous providers will operate on streets of LA a decade from nowAuto/Transport

Linked documents (1)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.674arxivNetwork Optimization Aspects of Autonomous Vehicles: Challenges and Future Directionsmentionspending2026-05-28

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=Mh9yC4j0_rI",
  "mode": "FORECAST",
  "role": "Guest-CEO",
  "context": "One of the benefits of AVs are is that, you know, AVs are EVs. Uh and so, as autonomous becomes a bigger reality in our network, our network is going to move to EVs as well.",
  "to_year": 2026,
  "verbatim": "One of the benefits of AVs are is that, you know, AVs are EVs. Uh and so, as autonomous becomes a bigger reality in our network, our network is going to move to EVs as well.",
  "conv_cues": "going to move",
  "direction": "UP",
  "from_year": 2026,
  "timeframe": "Over time as autonomy scales",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Uber/Rivian R2 robotaxi 50K-vehicle plan formalized",
      "source": "EV Magazine on Uber-Rivian deployment",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.9,
      "source_url": "https://eletric-vehicles.com/uber/ubers-robotaxi-bets-top-10-billion-as-hertz-joins-as-fleet-operator/",
      "expected_date": "2026-03-15",
      "observed_date": "2026-03-15",
      "research_origin": "deep_research",
      "measurement_criterion": "Uber commits up to $1.25B investment in Rivian to deploy 50K R2 robotaxis across 25 cities through 2031"
    },
    {
      "kind": "llm_pre_event",
      "label": "Uber commits $100M to autonomous-vehicle EV charging hubs",
      "notes": "HIT — Uber commits $100M to EV charging hubs in SF, LA, Dallas — directly serving AV/EV convergence.",
      "source": "CBT News: Uber to invest $100 million in robotaxi charging hubs across US cities",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://www.cbtnews.com/uber-invests-100-million-robotaxi-charging-stations/",
      "expected_date": "2026-04-01",
      "observed_date": "2026-04-01",
      "research_origin": "deep_research",
      "measurement_criterion": "Uber publicly announces $100M+ investment in EV charging infrastructure for autonomous vehicles in major US cities"
    },
    {
      "kind": "llm_pre_event",
      "label": "Uber EV grant nationwide expansion (drivers up to $6,500)",
      "source": "Electrek: Uber expands EV grant nationwide, offering drivers up to $6,500",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://electrek.co/2026/04/02/uber-expands-ev-grant-nationwide-driver-incentives/",
      "expected_date": "2026-04-02",
      "observed_date": "2026-04-02",
      "research_origin": "deep_research",
      "measurement_criterion": "Uber expands EV switching incentive nationwide with per-driver subsidies up to $6,500"
    },
    {
      "kind": "llm_pre_event",
      "label": "Uber/Lucid commitment expanded to 35,000 robotaxi vehicles",
      "source": "EV Magazine: Uber's Robotaxi Bets Top $10 Billion as Hertz Joins as Fleet Operator",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://eletric-vehicles.com/uber/ubers-robotaxi-bets-top-10-billion-as-hertz-joins-as-fleet-operator/",
      "expected_date": "2026-04-15",
      "observed_date": "2026-04-15",
      "research_origin": "deep_research",
      "measurement_criterion": "Uber publicly increases Lucid Gravity SUV purchase commitment to ≥35,000 vehicles (up 75% from original 20K)"
    },
    {
      "kind": "prereq",
      "label": "Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) a",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -5,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Training runs costing $10 billi
... (truncated)