Uber will have significantly more drivers in 2030 than today, including in US
Predictor: Dara Khosrowshahi · ep#243 "Uber vs. Tesla, Robotaxi Timelines, and the End of Human Driving | Uber CEO Dara Khosrowshahi | #243" · source
Prediction text
Uber will have significantly more drivers in 2030 than today, including in US | looking forward to 2030, we're going to have significantly more drivers uh on the platform, including the US, than we have today.
Verbatim quote
looking forward to 2030, we're going to have significantly more drivers uh on the platform, including the US, than we have today.
Predictor: Dara Khosrowshahi
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
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
Milestone chain
- 2026-12-31pendingUber operates robotaxis in 15 US/global cities by end of 2026How: Uber Q4-2026 investor update or app coverage map confirms autonomous-vehicle ride-hail operations live in >=15 cities across Uber-Waymo, WeRide, May Mobility, Avride, and other partnersSource: deep_research_enrichedconf 85%
- 2027-01-01 → 2027-12-31pendingUber begins scaling global autonomous fleet toward 100,000 vehicles starting 2027How: Uber annual report or Khosrowshahi shareholder letter confirms commencement of 100,000-vehicle global AV fleet scale-up program with cumulative AV trips exceeding 50M annuallySource: deep_research_enrichedconf 70%
- 2027-12-31 → 2028-12-31pendingTotal active drivers on Uber platform globally exceeds 8M (vs ~7.4M in 2024)How: Uber 10-K or quarterly earnings reports active monthly platform earner count >8.0M globally, sustained for at least two consecutive quartersSource: deep_research_enrichedconf 60%
- 2028-06-01 → 2029-12-31pendingAV ride-hail surge demand creates 'driver multiplier' — net new gig roles grow despite AV penetrationHow: BLS gig-economy supplement or Uber-published driver-supply elasticity data show >=10% YoY growth in active US drivers in markets where AV penetration exceeds 5% of tripsSource: deep_research_enrichedconf 50%
- 2030-10-01pendingHybrid human+AV operations dominant model: 80%+ Uber trips still human-driven by 2030How: Uber Q3-2030 investor materials or independent app data analytics confirm <20% of US trips fulfilled by AV partners; human drivers remain majority earner cohortSource: deep_research_enrichedconf 55%
What if this resolves?
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Evidence chain
Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 244_017 Ilia (age 13) will still want a driver's license in 3 years — Dara Khosrowshahi | 45.3% | 0.650 | 0.050 | -0.146 |
| killer | TK06 China-Taiwan Military Conflict | 8.0% | 0.050 | 0.650 | +0.139 |
| prereq | 244_013 Uber will work with Chinese autonomous players (Pony, WeRide — Dara Khosrowshahi | 47.0% | 0.650 | 0.050 | -0.137 |
| prereq | 244_019 Peter's son won't need a driver's license in 2 years — Peter Diamandis | 48.4% | 0.650 | 0.050 | -0.127 |
| killer | TK11 Autonomous Regulatory Block (Level 4 Halt) | 10.0% | 0.050 | 0.650 | +0.127 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 230_018 In 5 years, 70-80% of cars will be autonomous, especially ho — Peter Diamandis | 46.0% | 0.600 | 0.050 | -0.159 |
| prereq | 243_017 Cost of lidar and cameras will continue coming down, making — Dara Khosrowshahi | 41.6% | 0.600 | 0.050 | -0.115 |
| prereq | 243_013 Every new car sold 10 years from now will have autonomous so — Dara Khosrowshahi | 41.0% | 0.600 | 0.050 | -0.109 |
| prereq | 244_002 Humans will be demonstrably less safe than autonomous driver — Dara Khosrowshahi | 37.6% | 0.600 | 0.050 | -0.075 |
| prereq | 230_020 Peter's 14-year-old son Milan will never get a driver's lice — Peter Diamandis | 34.7% | 0.650 | 0.050 | -0.023 |
Ticker exposure
Beneficiaries (24)
Adverse (5)
Prerequisites (15)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 244_019 | Peter's son won't need a driver's license in 2 years | Auto/Transport | — |
| prereq | 242_015 | Full autonomy achieved within 2 years before Salim's son gets driver's license | Auto/Transport | — |
| prereq | 243_002 | Uber will be in 15 cities with autonomous partners by end of 2026 | Auto/Transport | — |
| prereq | 234_012 | Anthropic revenue will cross OpenAI revenue in middle of 2026 | Markets/Stocks | — |
| prereq | SEM_008 | Training runs costing $10 billion for a single model will commence sometime in 2025. | AI | — |
| prereq | SEM_012 | Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering. | AI/Manufacturing | — |
| prereq | SEM_005 | Stargate is a $500 billion multiyear capex program for distributed AI data-center construction (2025-2028, with Trump administration partnership). | AI/Infrastructure | — |
| prereq | 241_050 | AI LLMs can run for hours (e.g., dinner to 4am) autonomously creating new solutions | AI | — |
| prereq | 246_039 | Autonomous vehicles/flying cars coming by 2028. | Auto/Transport | — |
| prereq | 243_035 | Austin and Atlanta autonomous markets growing faster than national average | Auto/Transport | — |
| prereq | 244_013 | Uber will work with Chinese autonomous players (Pony, WeRide, hopefully Baidu) outside the US | Auto/Transport | — |
| prereq | 244_017 | Ilia (age 13) will still want a driver's license in 3 years due to slow AV mass production | Auto/Transport | — |
| prereq | 243_033 | About 20% of drivers slough off Uber platform annually | Labor/Jobs | — |
| killer | TK11 | Autonomous Regulatory Block (Level 4 Halt) | — | — |
| killer | TK06 | China-Taiwan Military Conflict | — | — |
Dependents (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 230_020 | Peter's 14-year-old son Milan will never get a driver's license. | Auto/Transport | — |
| prereq | 243_013 | Every new car sold 10 years from now will have autonomous software | Auto/Transport | — |
| prereq | 243_017 | Cost of lidar and cameras will continue coming down, making new cars autonomous-ready within 10 years | Auto/Transport | — |
| prereq | 244_002 | Humans will be demonstrably less safe than autonomous drivers (within 25 years, not 15) | Auto/Transport | — |
| prereq | 230_018 | In 5 years, 70-80% of cars will be autonomous, especially hooked up to your AI. | Auto/Transport | — |
Linked documents (6)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.669 | manifold | Will Waymo's US commercial fleet exceed 12,000 vehicles by Dec 31, 2030? | 85% | mentions | pending | 2026-05-08 |
| 0.656 | manifold | Will Waymo's US commercial fleet exceed 25,000 vehicles by Dec 31, 2030? | 72% | mentions | pending | 2026-05-08 |
| 0.634 | manifold | Will it still be true in 2030 that "traffic deaths have not gone down in any city where Waymo is operating"? | 26% | mentions | pending | 2026-05-08 |
| 0.626 | manifold | Will a Historic Labor Strike occur in the United States before 2030? | 27% | mentions | pending | 2026-05-04 |
| 0.605 | manifold | Will Sydney Metro exceed 70,000,000 trips taken in 2026? | 60% | mentions | pending | 2026-05-30 |
| 0.568 | manifold | How many members will the UK Labour Party have at the start of 2029? | — | mentions | pending | 2026-05-02 |
Raw metadata
{
"nia": false,
"qty": "significantly more",
"url": "https://www.youtube.com/watch?v=fzKVYNBg50E",
"mode": "FORECAST",
"role": "Guest-CEO",
"context": "looking forward to 2030, we're going to have significantly more drivers uh on the platform, including the US, than we have today.",
"to_year": 2030,
"verbatim": "looking forward to 2030, we're going to have significantly more drivers uh on the platform, including the US, than we have today.",
"conv_cues": "we're going to have",
"direction": "UP",
"from_year": 2030,
"timeframe": "By 2030",
"conv_level": "HIGH",
"milestones": [
{
"kind": "prereq",
"label": "Full autonomy achieved within 2 years before Salim's son gets driver's license",
"status": "hit",
"weight": 0.5,
"ordinal": -11,
"source_id": "242_015",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Peter's son won't need a driver's license in 2 years",
"status": "hit",
"weight": 0.5,
"ordinal": -10,
"source_id": "244_019",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"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": -9,
"source_id": "SEM_012",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "AI LLMs can run for hours (e.g., dinner to 4am) autonomously creating new solutions",
"status": "pending",
"weight": 0.5,
"ordinal": -8,
"source_id": "241_050",
"expected_date": "2026-06-22",
"observed_date": null
},
{
"kind": "prereq",
"label": "Uber will be in 15 cities with autonomous partners by end of 2026",
"status": "pending",
"weight": 0.5,
"ordinal": -7,
"source_id": "243_002",
"expected_date": "2026-09-08",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Uber operates robotaxis in 15 US/global cities by end of 2026",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -6,
"source_id": null,
"confidence": 0.85,
"source_url": "https://www.smartcitiesdive.com/news/uber-ceo-Khosrowshahi-av-robotaxi-plans/811321/",
"expected_date": "2026-12-31",
"research_origin": "deep_research",
"measurement_criterion": "Uber Q4-2026 investor update or app coverage map confirms autonomous-vehicle ride-hail operations live in >=15 cities across Uber-Waymo, WeRide, May Mobility, Avride, and other partners"
},
{
"kind": "llm_pre_event",
"label": "Uber begins scaling global autonomous fleet toward 100,000 vehicles starting 2027",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -5,
"source_id": null,
"confidence": 0.7,
"source_url": "https://www.automotiveworld.com/news/455938/",
"expected_date": "2027-07-02",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2027-12-31",
"from": "2027-01-01"
},
"measurement_criterion": "Uber annual report or Khosrowshahi shareholder letter confirms commencement of 100,000-vehicle global AV fleet scale-up program with cumulative AV trips exceeding 50M annually"
},
{
"kind": "prereq",
"label": "Stargate is a $500 billion multiyear capex program for distributed AI data-center construction (2025-2028, with Trump administration partner",
"status": "pending",
"weight": 0.5,
"ordinal": -4,
"source_id": "SEM_005",
"expected_date": "2028-02-09",
"observed_date": null
},
{
"kind": "llm_pre_event",
"labe
... (truncated)