AV insurance model (driver vs platform vs combination) is TBD for a young industry
Predictor: Dara Khosrowshahi · ep#244 "Uber's Robotaxi Playbook, End of Human Driving & $10B Bet on Robots | Dara Khosrowshahi (Uber CEO)" · source
Prediction text
AV insurance model (driver vs platform vs combination) is TBD for a young industry | The model is it's a model that hasn't been figured out yet, right? This is a very very young industry. Is it going to be the driver? Is it going to be the platform? Will it be some kind of combination? All of that is TBD.
Verbatim quote
The model is it's a model that hasn't been figured out yet, right? This is a very very young industry. Is it going to be the driver? Is it going to be the platform? Will it be some kind of combination? All of that is TBD.
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
- 2026-04-29hitCalifornia adopts heavy-duty AV testing rules creating insurance liability templateHow: California DMV final rule for medium/heavy-duty AV deployment with explicit operator liability requirementSource: deep_research_enrichedconf 92%
- 2026-06-01 → 2027-06-30pendingFirst major US insurer launches dedicated AV-platform policy product (B2B)How: Allstate, Progressive, GEICO or Travelers publicly announces standalone AV-fleet liability product with named coverage tiersSource: llm_enrichedconf 65%
- 2027-01-15pendingQ1 window check-in (25%)
- 2026-06-01 → 2028-06-30pendingNHTSA proposes uniform federal insurance framework for AV operatorsHow: NHTSA Notice of Proposed Rulemaking specifying liability allocation between driver/manufacturer/platform across all statesSource: deep_research_enrichedconf 45%
- 2027-10-02pendingQ2 window check-in (50%)
- 2027-01-01 → 2028-12-31pendingLandmark AV liability case reaches state appellate court with binding precedentHow: State appellate or federal circuit court issues published opinion allocating fault between AV manufacturer/operator/passenger after a fatal crashSource: llm_enrichedconf 55%
- 2027-06-01 → 2028-12-31pendingPersonal-use AV insurance bundles launch tied to specific vehicle make/modelHow: OEM-bundled insurance product (Tesla, GM, etc.) sold to retail buyers with explicit coverage of autonomous-mode usageSource: llm_enrichedconf 50%
- 2028-06-18pendingQ3 window check-in (75%)
- 2028-01-01 → 2029-03-06pendingIndustry consolidates around platform-liability model (vs driver-liability) as defaultHow: Insurance industry trade group (NAIC or III) publishes consensus model law adopting platform-liability as default for L4+ vehiclesSource: llm_enrichedconf 40%
No downstream cascades — this prediction is a leaf in the dependency graph.
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% | 0.500 | 0.050 | -0.196 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.500 | +0.074 |
| killer | TK02 AI Compute Supply Shock (TSMC/Taiwan Disruption) | 12.0% | 0.050 | 0.500 | +0.065 |
| killer | TK01 AGI Capability Plateau (2026-27 Training Stall) | 15.0% | 0.050 | 0.500 | +0.052 |
| killer | TK09 Energy Grid Cap (Data Center Power Wall) | 35.0% | 0.050 | 0.500 | -0.038 |
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (24)
Adverse (6)
Prerequisites (6)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | S_ROBOTAXI_MASS_2030 | Robotaxi >10% urban miles by Nov 2030 | robotaxi_deployment | — |
| killer | TK09 | Energy Grid Cap (Data Center Power Wall) | — | — |
| killer | TK05 | Rate Regime Persistence (10y > 5% through 2028) | — | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK02 | AI Compute Supply Shock (TSMC/Taiwan Disruption) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Linked documents (2)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.608 | arxiv | Robust and Explainable Bicuspid Aortic Valve Diagnosis Using Stacked Ensembles on Echocardiography | — | mentions | pending | 2026-05-13 |
| 0.569 | manifold | Rcb vs gt who is win | 99% | mentions | pending | 2026-05-31 |
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=Mh9yC4j0_rI",
"mode": "SPECULATION",
"role": "Guest-CEO",
"caveats": "Explicitly unknown",
"context": "Uh I think the second absolutely we would. The model is it's a model that hasn't been figured out yet, right? This is a very very young industry. Is it going to be the driver? Is it going to be the platform? Will it be some kind of combination? All of that is TBD.",
"verbatim": "The model is it's a model that hasn't been figured out yet, right? This is a very very young industry. Is it going to be the driver? Is it going to be the platform? Will it be some kind of combination? All of that is TBD.",
"conv_cues": "TBD; hasn't been figured out",
"direction": "UNCLEAR",
"timeframe": "Unspecified future",
"conv_level": "LOW",
"milestones": [
{
"kind": "llm_pre_event",
"label": "California adopts heavy-duty AV testing rules creating insurance liability template",
"source": "deep_research_enriched",
"status": "hit",
"weight": 0.4,
"ordinal": -9,
"source_id": null,
"confidence": 0.92,
"source_url": "https://www.insurancejournal.com/news/west/2026/04/29/867717.htm",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29",
"research_origin": "deep_research",
"measurement_criterion": "California DMV final rule for medium/heavy-duty AV deployment with explicit operator liability requirement"
},
{
"kind": "llm_pre_event",
"label": "First major US insurer launches dedicated AV-platform policy product (B2B)",
"source": "llm_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -8,
"source_id": null,
"confidence": 0.65,
"expected_date": "2026-12-15",
"research_origin": "training",
"expected_date_range": {
"to": "2027-06-30",
"from": "2026-06-01"
},
"measurement_criterion": "Allstate, Progressive, GEICO or Travelers publicly announces standalone AV-fleet liability product with named coverage tiers"
},
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "pending",
"weight": 0.05,
"ordinal": -7,
"source_id": null,
"expected_date": "2027-01-15",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "NHTSA proposes uniform federal insurance framework for AV operators",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -6,
"source_id": null,
"confidence": 0.45,
"source_url": "https://www.act-news.com/news/congress-formalizes-av-framework/",
"expected_date": "2027-06-16",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2028-06-30",
"from": "2026-06-01"
},
"measurement_criterion": "NHTSA Notice of Proposed Rulemaking specifying liability allocation between driver/manufacturer/platform across all states"
},
{
"kind": "quartile_checkpoint",
"label": "Q2 window check-in (50%)",
"status": "pending",
"weight": 0.05,
"ordinal": -5,
"source_id": null,
"expected_date": "2027-10-02",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Landmark AV liability case reaches state appellate court with binding precedent",
"source": "llm_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -4,
"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"
},
"measurement_criterion": "State appellate or federal circuit court issues published opinion allocating fault between AV manufacturer/operator/passenger after a fatal crash"
},
{
"kind": "llm_pre_event",
"l
... (truncated)