Streets will be safer as autonomous cars don't get distracted or tired
Predictor: Dara Khosrowshahi · ep#243 "Uber vs. Tesla, Robotaxi Timelines, and the End of Human Driving | Uber CEO Dara Khosrowshahi | #243" · source
Prediction text
Streets will be safer as autonomous cars don't get distracted or tired | the streets are going to be safer, right? These These cars they don't get these drivers don't get distracted. They don't get tired.
Watch events: Waymo 1M rides/wk (end-2026); Tesla Robotaxi scaling; NHTSA AV rules
Verbatim quote
the streets are going to be safer, right? These These cars they don't get these drivers don't get distracted. They don't get tired.
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
- 2025-09-15hitWaymo crash-rate study shows 80%+ injury reduction vs human driversHow: Peer-reviewed study confirms Waymo Driver injury rate >=80% lower than human-driver baseline (Waymo Safety Impact)Source: https://waymo.com/safety/impact/conf 99%Notes: HIT — peer-reviewed: 0.6 injury incidents/M miles vs 2.80 humans (79% airbag-crash reduction, 91% serious-crash reduction). Direct validation of safer streets claim.
- 2026-12-31pendingWaymo crosses 1 million weekly autonomous rides milestoneHow: Waymo publicly reports >=1,000,000 paid autonomous rides per weekSource: https://www.automotiveworld.com/news/waymos-metric-for-2026-success-one-million-weekly-rides/conf 85%Notes: Waymo at 400K/week as of Q1 2026, on trajectory for 1M/week by EOY. Critical scale signal — sample size large enough that crash-rate edge becomes statistically dominant.
- 2027-02-02pendingQ1 window check-in (25%)
- 2026-06-01 → 2027-12-31pendingWaymo or Tesla operate driverless service in 20+ US metrosHow: Waymo + Tesla Robotaxi cumulatively offer rider-only service in >=20 distinct US metropolitan areasSource: https://waymo.com/blog/2026/02/dallas-houston-san-antonio-orlando/conf 75%Notes: Waymo at 10 cities + 5 announced 2026 (15) + Tesla 7 new = 22 within range.
- 2027-11-07pendingQ2 window check-in (50%)
- 2027-01-01 → 2028-12-31pendingNHTSA publishes official AV crash-rate report showing safety advantageHow: NHTSA or IIHS publishes federal-level annual report on AV vs human-driven crash rates with statistically significant safety advantageSource: NHTSA AV Transparency, IIHS reportsconf 55%
- 2028-08-11pendingQ3 window check-in (75%)
- 2028-01-01 → 2030-12-31pendingUS traffic fatality rate falls 10%+ from 2024 baselineHow: NHTSA reports US road fatalities below 36,000/year (down from ~40,000 in 2024) attributable to AV adoptionSource: NHTSA Fatality Analysis Reporting System (FARS)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 | S_ROBOTAXI_MASS_2030 Robotaxi >10% urban miles by Nov 2030 | 30.0% | 0.600 | 0.050 | -0.229 |
| killer | TK06 China-Taiwan Military Conflict | 8.0% | 0.050 | 0.600 | +0.112 |
| killer | TK11 Autonomous Regulatory Block (Level 4 Halt) | 10.0% | 0.050 | 0.600 | +0.101 |
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (24)
Adverse (5)
Prerequisites (3)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | S_ROBOTAXI_MASS_2030 | Robotaxi >10% urban miles by Nov 2030 | 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 | ||||
Linked documents (2)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.641 | arxiv | What Can Eye Gaze Teach Us About Real-World Cycling? Insights From the Oxford RobotCycle Project | — | mentions | pending | 2026-06-03 |
| 0.590 | manifold | Driver allowed to sleep while car drives itself by? | — | mentions | pending | 2026-05-17 |
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=fzKVYNBg50E",
"mode": "PREDICTION",
"role": "Guest-CEO",
"context": "the streets are going to be safer, right? These These cars they don't get these drivers don't get distracted. They don't get tired.",
"verbatim": "the streets are going to be safer, right? These These cars they don't get these drivers don't get distracted. They don't get tired.",
"conv_cues": "are going to be",
"direction": "UP",
"timeframe": "As autonomous deploys",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Waymo crash-rate study shows 80%+ injury reduction vs human drivers",
"notes": "HIT — peer-reviewed: 0.6 injury incidents/M miles vs 2.80 humans (79% airbag-crash reduction, 91% serious-crash reduction). Direct validation of safer streets claim.",
"source": "https://waymo.com/safety/impact/",
"status": "hit",
"weight": 0.4,
"ordinal": -7,
"source_id": null,
"confidence": 0.99,
"source_url": "https://pubmed.ncbi.nlm.nih.gov/39485678/",
"expected_date": "2025-09-30",
"observed_date": "2025-09-15",
"research_origin": "deep_research",
"measurement_criterion": "Peer-reviewed study confirms Waymo Driver injury rate >=80% lower than human-driver baseline (Waymo Safety Impact)"
},
{
"kind": "llm_pre_event",
"label": "Waymo crosses 1 million weekly autonomous rides milestone",
"notes": "Waymo at 400K/week as of Q1 2026, on trajectory for 1M/week by EOY. Critical scale signal — sample size large enough that crash-rate edge becomes statistically dominant.",
"source": "https://www.automotiveworld.com/news/waymos-metric-for-2026-success-one-million-weekly-rides/",
"status": "pending",
"weight": 0.4,
"ordinal": -6,
"source_id": null,
"confidence": 0.85,
"source_url": "https://techcrunch.com/2026/03/27/waymo-skyrocketing-ridership-in-one-chart/",
"expected_date": "2026-12-31",
"research_origin": "deep_research",
"measurement_criterion": "Waymo publicly reports >=1,000,000 paid autonomous rides per week"
},
{
"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": "llm_pre_event",
"label": "Waymo or Tesla operate driverless service in 20+ US metros",
"notes": "Waymo at 10 cities + 5 announced 2026 (15) + Tesla 7 new = 22 within range.",
"source": "https://waymo.com/blog/2026/02/dallas-houston-san-antonio-orlando/",
"status": "pending",
"weight": 0.4,
"ordinal": -4,
"source_id": null,
"confidence": 0.75,
"source_url": "https://waymo.com/blog/2026/02/dallas-houston-san-antonio-orlando/",
"expected_date": "2027-03-17",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2027-12-31",
"from": "2026-06-01"
},
"measurement_criterion": "Waymo + Tesla Robotaxi cumulatively offer rider-only service in >=20 distinct US metropolitan areas"
},
{
"kind": "quartile_checkpoint",
"label": "Q2 window check-in (50%)",
"status": "pending",
"weight": 0.05,
"ordinal": -3,
"source_id": null,
"expected_date": "2027-11-07",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "NHTSA publishes official AV crash-rate report showing safety advantage",
"source": "NHTSA AV Transparency, IIHS reports",
"status": "pending",
"weight": 0.4,
"ordinal": -2,
"source_id": null,
"confidence": 0.55,
"expected_date": "2028-01-01",
"research_origin": "training",
"expected_date_range": {
"to": "2028-12-31",
"from": "2027-01-01"
},
"measuremen
... (truncated)