Autonomous is bringing new customers and expanding the market, not just replacing human driving
Predictor: Dara Khosrowshahi · ep#243 "Uber vs. Tesla, Robotaxi Timelines, and the End of Human Driving | Uber CEO Dara Khosrowshahi | #243" · source
Prediction text
Autonomous is bringing new customers and expanding the market, not just replacing human driving | autonomous looks like it is bringing new customers into the marketplace. One of the hypotheses is that autonomous is not going to replace just human driving, but it's going to expand the market.
Watch events: Waymo 1M rides/wk (end-2026); Tesla Robotaxi scaling; NHTSA AV rules
Verbatim quote
autonomous looks like it is bringing new customers into the marketplace. One of the hypotheses is that autonomous is not going to replace just human driving, but it's going to expand the market.
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
- 2026-02-24hitWaymo expands to 10 US cities, 500K+ weekly rides (Feb 2026)How: Waymo publicly confirms cumulative city count and weekly ride volumeSource: deep_research_enrichedconf 95%Observed: 10 cities, ~3,000 vehicles, 500K+ weekly rides
- 2026-04-18hitTesla robotaxi unsupervised launch in Dallas/Houston (Apr 2026)How: Tesla publicly confirms unsupervised robotaxi service operatingSource: deep_research_enrichedconf 95%Observed: ~25 vehicles, 3 cities
- 2027-02-02pendingQ1 window check-in (25%)
- 2027-11-08pendingQ2 window check-in (50%)
- 2027-01-01 → 2028-12-31pendingFirst academic/industry study confirms autonomous fleets generating net-new ride demand (vs cannibalizing human drivers)How: Peer-reviewed or NHTSA/Uber-published study showing >X% of robotaxi rides represent incremental trips not previously taken with human driversSource: deep_research_enrichedconf 50%
- 2027-06-01 → 2028-12-31pendingCombined Waymo+Tesla US robotaxi fleet >10,000 active vehiclesHow: Sum of operating Waymo + Tesla unsupervised robotaxi fleet meets or exceeds 10,000 vehicles in USSource: deep_research_enrichedconf 60%
- 2028-08-13pendingQ3 window check-in (75%)
- 2028-01-01 → 2030-11-30pendingUber/Lyft total US gross bookings >=10% above pre-AV-launch baseline trendHow: Uber+Lyft annual gross bookings exceed pre-AV trend extrapolation by 10%+, attributable in part to autonomous capacitySource: deep_research_enrichedconf 40%
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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 | S_ROBOTAXI_MASS_2030 Robotaxi >10% urban miles by Nov 2030 | 30.0% | 0.550 | 0.050 | -0.218 |
| killer | TK06 China-Taiwan Military Conflict | 8.0% | 0.050 | 0.550 | +0.092 |
| killer | TK11 Autonomous Regulatory Block (Level 4 Halt) | 10.0% | 0.050 | 0.550 | +0.082 |
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (24)
Adverse (5)
Prerequisites (6)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | S_ROBOTAXI_MASS_2030 | Robotaxi >10% urban miles by Nov 2030 | robotaxi_deployment | — |
| correlate | S_ROBOTAXI_NATIONWIDE_2028 | Robotaxi nationwide expansion by Nov 2028 | robotaxi_deployment | — |
| correlate | S_ROBOTAXI_TESLA_2026 | Tesla FSD unsupervised wide deployment by Nov 2026 | robotaxi_deployment | — |
| correlate | S_ROBOTAXI_DELAYED | Robotaxi mass deployment delayed past 2031 | robotaxi_deployment | — |
| killer | TK11 | Autonomous Regulatory Block (Level 4 Halt) | — | — |
| killer | TK06 | China-Taiwan Military Conflict | — | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=fzKVYNBg50E",
"mode": "THESIS",
"role": "Guest-CEO",
"context": "autonomous is not going to replace just human driving, but it's going to expand the market. And what we're seeing in in an Austin or in Atlanta, these markets are growing faster than the average market nationwide",
"verbatim": "autonomous looks like it is bringing new customers into the marketplace. One of the hypotheses is that autonomous is not going to replace just human driving, but it's going to expand the market.",
"conv_cues": "one of the hypotheses; looks like",
"direction": "UP",
"timeframe": "Ongoing",
"conv_level": "MEDIUM",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Waymo expands to 10 US cities, 500K+ weekly rides (Feb 2026)",
"source": "deep_research_enriched",
"status": "hit",
"weight": 0.4,
"ordinal": -7,
"source_id": null,
"confidence": 0.95,
"source_url": "https://electrek.co/2026/02/24/waymo-adds-4-more-cities-to-its-robotaxi-service-now-10-total-tesla-still-0/",
"expected_date": "2026-02-24",
"observed_date": "2026-02-24",
"observed_value": "10 cities, ~3,000 vehicles, 500K+ weekly rides",
"research_origin": "deep_research",
"measurement_criterion": "Waymo publicly confirms cumulative city count and weekly ride volume"
},
{
"kind": "llm_pre_event",
"label": "Tesla robotaxi unsupervised launch in Dallas/Houston (Apr 2026)",
"source": "deep_research_enriched",
"status": "hit",
"weight": 0.4,
"ordinal": -6,
"source_id": null,
"confidence": 0.95,
"source_url": "https://tech-insider.org/tesla-robotaxi-dallas-houston-unsupervised-launch-2026/",
"expected_date": "2026-04-18",
"observed_date": "2026-04-18",
"observed_value": "~25 vehicles, 3 cities",
"research_origin": "deep_research",
"measurement_criterion": "Tesla publicly confirms unsupervised robotaxi service operating"
},
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "pending",
"weight": 0.05,
"ordinal": -5,
"source_id": null,
"expected_date": "2027-02-02",
"observed_date": null
},
{
"kind": "quartile_checkpoint",
"label": "Q2 window check-in (50%)",
"status": "pending",
"weight": 0.05,
"ordinal": -4,
"source_id": null,
"expected_date": "2027-11-08",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "First academic/industry study confirms autonomous fleets generating net-new ride demand (vs cannibalizing human drivers)",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -3,
"source_id": null,
"confidence": 0.5,
"source_url": "https://evdances.com/blogs/news/how-waymo-s-robotaxi-growth-compares-with-tesla-in-2026",
"expected_date": "2028-01-01",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2028-12-31",
"from": "2027-01-01"
},
"measurement_criterion": "Peer-reviewed or NHTSA/Uber-published study showing >X% of robotaxi rides represent incremental trips not previously taken with human drivers"
},
{
"kind": "llm_pre_event",
"label": "Combined Waymo+Tesla US robotaxi fleet >10,000 active vehicles",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -2,
"source_id": null,
"confidence": 0.6,
"source_url": "https://awisee.com/blog/waymo-statistics/",
"expected_date": "2028-03-16",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2028-12-31",
"from": "2027-06-01"
},
"measurement_criterion": "Sum of operating Waymo + Tesla unsupervised robotaxi fleet meets or exceeds 10,0
... (truncated)