About 20% of drivers slough off Uber platform annually
Predictor: Dara Khosrowshahi · ep#243 "Uber vs. Tesla, Robotaxi Timelines, and the End of Human Driving | Uber CEO Dara Khosrowshahi | #243" · source
Prediction text
About 20% of drivers slough off Uber platform annually | what we see in terms of autonomous is probably around 20% of drivers every year slough off.
Verbatim quote
what we see in terms of autonomous is probably around 20% of drivers every year slough off.
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
- 2026-05-01 → 2026-12-31pendingUber-Zoox / Uber-Waymo robotaxi launch in 5+ new cities by year-endHow: Uber blog confirms operational robotaxi service in 15+ cities globally by 2026-12-31; baseline is small handful in early 2026Source: Khosrowshahi: 15 cities autonomous partners by end-2026; LinkedIn Uber-Zoox partnership announcementconf 65%
- 2026-06-01 → 2026-12-31pendingDriver-survey data (Edison/Pew/QuickTake) reports 20% intent-to-leave annual rateHow: Survey of 500+ rideshare drivers showing 18-22% planning to exit platform in next 12 months; matches CEO-stated benchmarkSource: Khosrowshahi 'around 20% of drivers every year slough off'conf 55%
- 2026-08-01 → 2026-11-15pendingUber Q2 2026 / Q3 2026 earnings disclose driver attrition or active-driver countHow: Uber 10-Q or earnings call discloses YoY driver count change; baseline is 9.5M drivers globallySource: Khosrowshahi Mar 31 2026 Moonshots Ep 243conf 70%
- 2026-09-01 → 2027-03-31pendingBLS Rideshare-driver category data update through 2026How: BLS Contingent Worker Supplement or independent Cornerstone Capital / ELI report shows >=15% YoY decline in active US rideshare workforceSource: Watch_events_raw: BLS employment reports; tech layoff trackersconf 45%
- 2027-04-30pendingDriver-headcount stabilization signal: Uber 2027 disclosed driver count flat or up despite robotaxi growthHow: Uber 2026 10-K confirms total platform drivers >=9.5M (CEO claim that drivers grow not shrink)Source: Diamandis Apr 2 2026 Moonshots: '2030 we'll have significantly more drivers than today'conf 40%
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 | SEM_042 2025 will be the definitive year that agentic systems finall — Kevin Weil | 73.8% | 0.550 | 0.050 | -0.074 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.550 | 0.050 | -0.067 |
| prereq | SEM_008 Training runs costing $10 billion for a single model will co — Dario Amodei | 76.9% | 0.550 | 0.050 | -0.058 |
| killer | TK06 China-Taiwan Military Conflict | 8.0% | 0.050 | 0.550 | +0.021 |
| killer | TK11 Autonomous Regulatory Block (Level 4 Halt) | 10.0% | 0.050 | 0.550 | +0.011 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 242_015 Full autonomy achieved within 2 years before Salim's son get — Salim Ismail | 71.2% | 0.920 | 0.050 | -0.245 |
| prereq | 246_039 Autonomous vehicles/flying cars coming by 2028. — Peter Diamandis | 49.2% | 0.650 | 0.050 | -0.155 |
| prereq | 243_031 Uber will have significantly more drivers in 2030 than today — Dara Khosrowshahi | 46.3% | 0.650 | 0.050 | -0.126 |
| prereq | 244_019 Peter's son won't need a driver's license in 2 years — Peter Diamandis | 48.4% | 0.920 | 0.050 | -0.017 |
| 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 | -0.009 |
Ticker exposure
Beneficiaries (24)
Adverse (5)
Prerequisites (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| 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_042 | 2025 will be the definitive year that agentic systems finally hit the mainstream. | AI/Agents | — |
| killer | TK11 | Autonomous Regulatory Block (Level 4 Halt) | — | — |
| killer | TK06 | China-Taiwan Military Conflict | — | — |
Dependents (5)
| 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 | 230_020 | Peter's 14-year-old son Milan will never get a driver's license. | Auto/Transport | — |
| prereq | 246_039 | Autonomous vehicles/flying cars coming by 2028. | Auto/Transport | — |
| prereq | 243_031 | Uber will have significantly more drivers in 2030 than today, including in US | Labor/Jobs | — |
Raw metadata
{
"nia": false,
"qty": "~20%/year driver churn",
"url": "https://www.youtube.com/watch?v=fzKVYNBg50E",
"mode": "FORECAST",
"role": "Guest-CEO",
"context": "what we see in terms of autonomous is probably around 20% of drivers every year slough off. You know, they they find something else to do.",
"to_year": 2026,
"verbatim": "what we see in terms of autonomous is probably around 20% of drivers every year slough off.",
"conv_cues": "probably around",
"direction": "NUMERIC_TARGET",
"from_year": 2026,
"timeframe": "Annually",
"conv_level": "MEDIUM",
"milestones": [
{
"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": -4,
"source_id": "SEM_012",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Training runs costing $10 billion for a single model will commence sometime in 2025.",
"status": "hit",
"weight": 0.5,
"ordinal": -3,
"source_id": "SEM_008",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "2025 will be the definitive year that agentic systems finally hit the mainstream.",
"status": "hit",
"weight": 0.5,
"ordinal": -2,
"source_id": "SEM_042",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "llm_pre_event",
"label": "Uber-Zoox / Uber-Waymo robotaxi launch in 5+ new cities by year-end",
"source": "Khosrowshahi: 15 cities autonomous partners by end-2026; LinkedIn Uber-Zoox partnership announcement",
"status": "pending",
"weight": 0.4,
"ordinal": -1,
"source_id": null,
"confidence": 0.65,
"source_url": "https://www.linkedin.com/posts/dara-khosrowshahi-70949862_big-news-in-the-av-world-this-morning-uber-activity-7437486185998053376-f491",
"expected_date": "2026-08-31",
"research_origin": "training",
"expected_date_range": {
"to": "2026-12-31",
"from": "2026-05-01"
},
"measurement_criterion": "Uber blog confirms operational robotaxi service in 15+ cities globally by 2026-12-31; baseline is small handful in early 2026"
},
{
"kind": "event",
"label": "About 20% of drivers slough off Uber platform annually",
"status": "pending",
"weight": 1,
"ordinal": 0,
"source_id": "243_033",
"expected_date": "2026-09-09",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Driver-survey data (Edison/Pew/QuickTake) reports 20% intent-to-leave annual rate",
"source": "Khosrowshahi 'around 20% of drivers every year slough off'",
"status": "pending",
"weight": 0.4,
"ordinal": 1,
"source_id": null,
"confidence": 0.55,
"expected_date": "2026-09-15",
"research_origin": "training",
"expected_date_range": {
"to": "2026-12-31",
"from": "2026-06-01"
},
"measurement_criterion": "Survey of 500+ rideshare drivers showing 18-22% planning to exit platform in next 12 months; matches CEO-stated benchmark"
},
{
"kind": "llm_pre_event",
"label": "Uber Q2 2026 / Q3 2026 earnings disclose driver attrition or active-driver count",
"source": "Khosrowshahi Mar 31 2026 Moonshots Ep 243",
"status": "pending",
"weight": 0.4,
"ordinal": 2,
"source_id": null,
"confidence": 0.7,
"source_url": "https://www.youtube.com/watch?v=fzKVYNBg50E",
"expected_date": "2026-09-23",
"research_origin": "training",
"expected_date_range": {
"to": "2026-11-15",
"from": "2026-08-01"
},
"measurement_criterion": "Uber 10-Q or earnings call discloses YoY driver
... (truncated)