Uber business growing at >20% and audience growing at ~20%
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 business growing at >20% and audience growing at ~20% | The business is growing, you know, over 20% and we need to add that many drivers essentially to keep up with the growth. You know, the our audience is growing at 20 almost 20% as well.
Verbatim quote
The business is growing, you know, over 20% and we need to add that many drivers essentially to keep up with the growth. You know, the our audience is growing at 20 almost 20% as well.
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
- 2026-02-04hitQ4 2025 Trips growth ≥20% YoY (already reported)How: Uber Q4 2025 earnings report shows Trips growth ≥20% YoYSource: https://investor.uber.com/news-events/news/press-release-details/2026/Uber-Announces-Results-for-Fourth-Quarter-and-Full-Year-2025/ — Q4 2025: Trips +22% YoY to 3.8Bconf 99%Notes: HIT — Trips +22%, Gross Bookings +22%, Revenue +20% YoY in Q4 2025.
- 2026-05-07overdueQ1 2026 Gross Bookings growth ≥17% YoYHow: Uber Q1 2026 earnings show Gross Bookings within company-guided $52.0-53.5B range (17-21% YoY growth, constant currency)Source: https://investor.uber.com — Q1 2026 guidance from Q4 releaseconf 85%Notes: Company-guided range supports the >20% claim provisionally; below 20% would be partial.
- 2026-08-01 → 2027-02-28pendingMAPC growth sustains ≥18% YoY through 2026How: Through Q3 2026 / Q4 2026 earnings, Monthly Active Platform Consumers growth remains ≥18% YoYSource: Uber quarterly investor reportsconf 65%Notes: MAPC was 18% in Q4 2025 — Khosrowshahi's 'almost 20%' audience growth claim requires sustaining.
- 2027-02-15pendingAnnual gross bookings growth ≥20% for full year 2026How: Uber full-year 2026 gross bookings growth ≥20% YoYSource: Uber FY 2026 earnings (expected Feb 2027)conf 55%Notes: Khosrowshahi's quote frames as continuing trajectory — full-year is necessary confirmation.
- 2027-06-01 → 2030-05-31pendingGrowth deceleration below 15% on either trips or audienceHow: Either Trips or MAPC growth falls below 15% YoY in any quarter (resolves prediction MISS direction)Source: Uber quarterly earningsconf 55%Notes: Cascade — law-of-large-numbers makes 20%+ unsustainable indefinitely. Tests when (not if) deceleration occurs.
What if this resolves?
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
Raw metadata
{
"trf": 0.9162464387139486,
"kappa": 0.6875,
"base_rate": null,
"predictor": "Dara Khosrowshahi",
"total_llr": -0.4054651081081644,
"grace_days": 7,
"bayesian_v2": true,
"prior_logit": 0.03968852812476375,
"bayes_factor": "1.3:1 against",
"blend_reason": "no reference_class linked",
"inside_prior": 0.5099208298082609,
"kappa_source": "predictor_table",
"n_milestones": 1,
"blend_applied": false,
"contributions": [
{
"llr": -0.4054651081081644,
"kind": "llm_pre_event",
"kappa": 0.584375,
"label": "Q1 2026 Gross Bookings growth ≥17% YoY",
"weight": 0.4,
"strength": "weak",
"confidence": 0.85,
"source_url": "https://investor.uber.com/news-events/news/press-release-details/2026/Uber-Announces-Results-for-Fourth-Quarter-and-Full-Year-2025/default.aspx",
"adjusted_llr": -0.23694367255070856,
"expected_date": "2026-05-07",
"measurement_criterion": "Uber Q1 2026 earnings show Gross Bookings within company-guided $52.0-53.5B range (17-21% YoY growth, constant currency)"
}
],
"evidence_kind": "metadata_milestone_miss_sweep",
"inside_source": "history_v2",
"inside_weight": 0.35862749290023593,
"outside_weight": 0.641372507099764,
"posterior_prob": 0.45084549245063327,
"posterior_logit": -0.1972551444259448,
"predictor_brier": 0.01047,
"inside_posterior": 0.45084549245063327,
"blended_posterior": 0.45084549245063327,
"reference_class_id": null,
"total_adjusted_llr": -0.23694367255070856,
"predictor_n_resolved": 3
}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 |
|---|---|---|---|---|---|
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.600 | +0.061 |
| killer | TK01 AGI Capability Plateau (2026-27 Training Stall) | 15.0% | 0.050 | 0.600 | +0.034 |
| prereq | SEM_042 2025 will be the definitive year that agentic systems finall — Kevin Weil | 73.8% | 0.600 | 0.050 | -0.033 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.600 | 0.050 | -0.025 |
| prereq | SEM_008 Training runs costing $10 billion for a single model will co — Dario Amodei | 76.9% | 0.600 | 0.050 | -0.015 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 246_016 Dragonfly nuclear-powered octicopter arrives at Titan in 203 — Peter Diamandis | 35.6% | 0.650 | 0.050 | -0.012 |
| prereq | SEM_034 True artificial general intelligence will be achieved betwee — Demis Hassabis | 28.7% | 0.550 | 0.050 | +0.008 |
| prereq | 239_008 Moon base will exist in 10 years — Elon Musk | 28.8% | 0.550 | 0.050 | +0.007 |
| prereq | 240_036 TEPCO's restarted reactor will support 20% of Japan's electr — Peter Diamandis | 34.3% | 0.650 | 0.050 | +0.001 |
| prereq | 235_030 Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203 — Ray Kurzweil | 39.2% | 0.750 | 0.050 | +0.000 |
Ticker exposure
Beneficiaries (23)
Adverse (6)
Prerequisites (7)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 238_009 | Recursive self-improvement is already happening now (no longer three years out) | AI | — |
| prereq | SEM_008 | Training runs costing $10 billion for a single model will commence sometime in 2025. | AI | — |
| prereq | SEM_042 | 2025 will be the definitive year that agentic systems finally hit the mainstream. | AI/Agents | — |
| 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 | — |
| killer | TK14 | Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates) | — | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 235_030 | Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. | Biotech/Longevity | — |
| prereq | 246_016 | Dragonfly nuclear-powered octicopter arrives at Titan in 2034. | Space | — |
| prereq | 240_036 | TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 | Energy | — |
| prereq | SEM_034 | True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve everything else'. | AI/AGI | — |
| prereq | 239_008 | Moon base will exist in 10 years | Space | — |
Linked documents (3)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.606 | manifold | How many unique viewers will this market end with? | — | mentions | pending | 2026-05-30 |
| 0.580 | manifold | Will I have a market with more than 21 traders in May? | 85% | mentions | pending | 2026-05-04 |
| 0.569 | manifold | Will The_real_LV hit 150 followers on twitch? | 32% | mentions | pending | 2026-05-09 |
Raw metadata
{
"nia": false,
"qty": "20%+ growth",
"url": "https://www.youtube.com/watch?v=fzKVYNBg50E",
"mode": "FORECAST",
"role": "Guest-CEO",
"context": "The business is growing, you know, over 20% and we need to add that many drivers essentially to keep up with the growth.",
"to_year": 2030,
"verbatim": "The business is growing, you know, over 20% and we need to add that many drivers essentially to keep up with the growth. You know, the our audience is growing at 20 almost 20% as well.",
"conv_cues": "is growing",
"direction": "NUMERIC_TARGET",
"from_year": 2026,
"timeframe": "Ongoing",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Q4 2025 Trips growth ≥20% YoY (already reported)",
"notes": "HIT — Trips +22%, Gross Bookings +22%, Revenue +20% YoY in Q4 2025.",
"source": "https://investor.uber.com/news-events/news/press-release-details/2026/Uber-Announces-Results-for-Fourth-Quarter-and-Full-Year-2025/ — Q4 2025: Trips +22% YoY to 3.8B",
"status": "hit",
"weight": 0.4,
"ordinal": -9,
"source_id": null,
"confidence": 0.99,
"source_url": "https://investor.uber.com/news-events/news/press-release-details/2026/Uber-Announces-Results-for-Fourth-Quarter-and-Full-Year-2025/default.aspx",
"expected_date": "2026-02-04",
"observed_date": "2026-02-04",
"research_origin": "deep_research",
"measurement_criterion": "Uber Q4 2025 earnings report shows Trips growth ≥20% YoY"
},
{
"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": -8,
"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": -7,
"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": -6,
"source_id": "SEM_042",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Recursive self-improvement is already happening now (no longer three years out)",
"status": "hit",
"weight": 0.5,
"ordinal": -5,
"source_id": "238_009",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "llm_pre_event",
"label": "Q1 2026 Gross Bookings growth ≥17% YoY",
"notes": "Company-guided range supports the >20% claim provisionally; below 20% would be partial.",
"source": "https://investor.uber.com — Q1 2026 guidance from Q4 release",
"status": "overdue",
"weight": 0.4,
"ordinal": -4,
"source_id": null,
"confidence": 0.85,
"source_url": "https://investor.uber.com/news-events/news/press-release-details/2026/Uber-Announces-Results-for-Fourth-Quarter-and-Full-Year-2025/default.aspx",
"expected_date": "2026-05-07",
"miss_emitted_at": "2026-05-15T22:14:51.696830+00:00",
"miss_emitted_by": "metadata_milestone_sweep",
"research_origin": "deep_research",
"measurement_criterion": "Uber Q1 2026 earnings show Gross Bookings within company-guided $52.0-53.5B range (17-21% YoY growth, constant currency)"
},
{
"kind": "llm_pre_event",
"label": "MAPC growth sustains ≥18% YoY through 2026",
"notes": "MAPC was 18% in Q4 2025 — Khosrowshahi's 'almost 20%' audience growth claim requires sustaining.",
"source": "Uber quarterly investor reports",
"statu
... (truncated)