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243_033predictionLabor/Jobsautonomous

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

Prior probability
55.0%
Current probability
48.9%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-01-01 – 2026-12-31
Edges in / out
5 / 5
Tickers exposed
31

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

From episode "Uber vs. Tesla, Robotaxi Timelines, and the End of Human Driving | Uber CEO Dara Khosrowshahi | #243"
what we see in terms of autonomous is probably around 20% of drivers every year slough off.

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

3 prob_history rows
0%25%50%75%100%prior 55%2026-04-302026-04-302026-05-03
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 48.9%

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: 3 fired ✓ · 1 pending
  1. 2026-05-01 → 2026-12-31pendingUber-Zoox / Uber-Waymo robotaxi launch in 5+ new cities by year-end
    How: Uber blog confirms operational robotaxi service in 15+ cities globally by 2026-12-31; baseline is small handful in early 2026
    Source: Khosrowshahi: 15 cities autonomous partners by end-2026; LinkedIn Uber-Zoox partnership announcementconf 65%
  2. 2026-06-01 → 2026-12-31pendingDriver-survey data (Edison/Pew/QuickTake) reports 20% intent-to-leave annual rate
    How: Survey of 500+ rideshare drivers showing 18-22% planning to exit platform in next 12 months; matches CEO-stated benchmark
    Source: Khosrowshahi 'around 20% of drivers every year slough off'conf 55%
  3. 2026-08-01 → 2026-11-15pendingUber Q2 2026 / Q3 2026 earnings disclose driver attrition or active-driver count
    How: Uber 10-Q or earnings call discloses YoY driver count change; baseline is 9.5M drivers globally
    Source: Khosrowshahi Mar 31 2026 Moonshots Ep 243conf 70%
  4. 2026-09-01 → 2027-03-31pendingBLS Rideshare-driver category data update through 2026
    How: BLS Contingent Worker Supplement or independent Cornerstone Capital / ELI report shows >=15% YoY decline in active US rideshare workforce
    Source: Watch_events_raw: BLS employment reports; tech layoff trackersconf 45%
  5. 2027-04-30pendingDriver-headcount stabilization signal: Uber 2027 disclosed driver count flat or up despite robotaxi growth
    How: 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?

Clamp this prediction TRUE or FALSE and run a counterfactual Gibbs sample. Surfaces the predictions whose marginals shift most under that assumption.
(live posterior: 49%)

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
LBP2026-05-03T02:00:01Z48.9%-1.3pp
Network propagation: 50.2% → 48.9%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z50.2%-1.8pp
Network propagation: 52.0% → 50.2%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z52.0%-3.0pp
Network propagation: 55.0% → 52.0%
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
prereqSEM_042
2025 will be the definitive year that agentic systems finallKevin Weil
73.8%0.5500.050-0.074
prereqSEM_012
Nvidia quadrupled chip production output while only doublingJensen Huang
75.0%0.5500.050-0.067
prereqSEM_008
Training runs costing $10 billion for a single model will coDario Amodei
76.9%0.5500.050-0.058
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.550+0.021
killerTK11
Autonomous Regulatory Block (Level 4 Halt)
10.0%0.0500.550+0.011

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq242_015
Full autonomy achieved within 2 years before Salim's son getSalim Ismail
71.2%0.9200.050-0.245
prereq246_039
Autonomous vehicles/flying cars coming by 2028.Peter Diamandis
49.2%0.6500.050-0.155
prereq243_031
Uber will have significantly more drivers in 2030 than todayDara Khosrowshahi
46.3%0.6500.050-0.126
prereq244_019
Peter's son won't need a driver's license in 2 yearsPeter Diamandis
48.4%0.9200.050-0.017
prereq230_020
Peter's 14-year-old son Milan will never get a driver's licePeter Diamandis
34.7%0.6500.050-0.009

Ticker exposure

31 ticker(s) linked

Beneficiaries (24)

INVZWRDLIDRAEVAMBLYPONYOUSTVRRMAMBAAURAIOTHSAIMBGAFBIDUBMWYYGMGOOGLHMCIOTQCOMTMTSLAUBERVWAGY

Adverse (5)

MCYALLCINFPGRTRV

Prerequisites (5)

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

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq244_019Peter's son won't need a driver's license in 2 yearsAuto/Transport
prereq242_015Full autonomy achieved within 2 years before Salim's son gets driver's licenseAuto/Transport
prereq230_020Peter's 14-year-old son Milan will never get a driver's license.Auto/Transport
prereq246_039Autonomous vehicles/flying cars coming by 2028.Auto/Transport
prereq243_031Uber will have significantly more drivers in 2030 than today, including in USLabor/Jobs

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "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)