Software space for autonomous may consolidate to fewer than 10 providers
Predictor: Dara Khosrowshahi · ep#243 "Uber vs. Tesla, Robotaxi Timelines, and the End of Human Driving | Uber CEO Dara Khosrowshahi | #243" · source
Prediction text
Software space for autonomous may consolidate to fewer than 10 providers | the software space may consolidate to some extent, right? So, I don't know if they'll be 10 plus software providers.
Watch events: Waymo 1M rides/wk (end-2026); Tesla Robotaxi scaling; NHTSA AV rules
Verbatim quote
the software space may consolidate to some extent, right? So, I don't know if they'll be 10 plus software providers.
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
- 2026-01-31hitMobileye-Mentee Robotics acquisition closes ($900M)How: Mobileye 8-K / press release confirms close of Mentee Robotics acquisitionSource: deep_research_enrichedconf 90%
- 2027-01-01 → 2029-12-31pendingFirst major AV-software M&A transaction >=$5B between named providersHow: Acquisition or merger announced between two AV-software providers with deal value >=$5BSource: llm_enrichedconf 60%
- 2027-01-01 → 2030-12-31pendingTop-3 AV software providers control >=70% of global commercial autonomous milesHow: Industry analyst report (BCG, McKinsey, Guidehouse) shows Waymo + Tesla + Mobileye (or successors) >=70% of paid autonomous milesSource: llm_enrichedconf 55%
- 2030-01-01 → 2034-12-31pendingAV-software provider count drops below 10 globally with paid commercial deploymentsHow: Independent census (Guidehouse Insights or similar) shows <10 distinct AV-software stacks in commercial paid service worldwideSource: llm_enrichedconf 50%
- 2032-01-01 → 2036-10-31pendingAV-software industry reaches duopoly or triopoly concentrationHow: Top 2-3 AV-software stacks command >=85% of US/EU/China commercial autonomous milesSource: llm_enrichedconf 45%
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 | 244_019 Peter's son won't need a driver's license in 2 years — Peter Diamandis | 48.4% | 0.550 | 0.050 | -0.172 |
| prereq | 234_012 Anthropic revenue will cross OpenAI revenue in middle of 202 — Peter Diamandis | 67.1% | 0.550 | 0.050 | -0.078 |
| prereq | SEM_005 Stargate is a $500 billion multiyear capex program for distr — Sam Altman | 72.3% | 0.550 | 0.050 | -0.075 |
| killer | TK06 China-Taiwan Military Conflict | 8.0% | 0.050 | 0.550 | +0.049 |
| killer | TK11 Autonomous Regulatory Block (Level 4 Halt) | 10.0% | 0.050 | 0.550 | +0.039 |
Top outgoing (children)
Predictions THIS node influences
Ticker exposure
Beneficiaries (24)
Adverse (5)
Prerequisites (8)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 244_019 | Peter's son won't need a driver's license in 2 years | Auto/Transport | — |
| prereq | SEM_008 | Training runs costing $10 billion for a single model will commence sometime in 2025. | AI | — |
| prereq | 234_012 | Anthropic revenue will cross OpenAI revenue in middle of 2026 | Markets/Stocks | — |
| 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 | — |
| prereq | SEM_005 | Stargate is a $500 billion multiyear capex program for distributed AI data-center construction (2025-2028, with Trump administration partnership). | AI/Infrastructure | — |
| killer | TK15 | SpaceX Starship Catastrophic Failure | — | — |
| killer | TK11 | Autonomous Regulatory Block (Level 4 Halt) | — | — |
| killer | TK06 | China-Taiwan Military Conflict | — | — |
Dependents (2)
Linked documents (4)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.615 | github_release | facebookresearch/sound-spaces v0.1.1 | — | mentions | pending | 2021-02-22 |
| 0.562 | github_release | facebookresearch/sound-spaces v0.1.2 | — | mentions | pending | 2021-06-22 |
| 0.546 | github_release | 1x-technologies/halodi-unity-package-registry-manager 0.0.7 | — | mentions | pending | 2020-06-12 |
| 0.538 | github_release | 1x-technologies/halodi-unity-package-creator 0.2.10 | — | mentions | pending | 2020-11-10 |
Raw metadata
{
"nia": false,
"qty": "<10 software providers",
"url": "https://www.youtube.com/watch?v=fzKVYNBg50E",
"mode": "SPECULATION",
"role": "Guest-CEO",
"context": "the software space may consolidate to some extent, right? So, I don't know if they'll be 10 plus software providers.",
"to_year": 2036,
"verbatim": "the software space may consolidate to some extent, right? So, I don't know if they'll be 10 plus software providers.",
"conv_cues": "may; I don't know",
"direction": "DOWN",
"from_year": 2036,
"timeframe": "~10 years",
"conv_level": "MEDIUM",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Mobileye-Mentee Robotics acquisition closes ($900M)",
"source": "deep_research_enriched",
"status": "hit",
"weight": 0.4,
"ordinal": -10,
"source_id": null,
"confidence": 0.9,
"source_url": "https://www.autoconnectedcar.com/2026/03/autonomous-self-driving-vehicle-news-mobileye-einride-waymo-autobrains-pony-ai-verne-uber/",
"expected_date": "2026-01-31",
"observed_date": "2026-01-31",
"research_origin": "deep_research",
"measurement_criterion": "Mobileye 8-K / press release confirms close of Mentee Robotics acquisition"
},
{
"kind": "prereq",
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"status": "hit",
"weight": 0.5,
"ordinal": -9,
"source_id": "244_019",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"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": "Anthropic revenue will cross OpenAI revenue in middle of 2026",
"status": "hit",
"weight": 0.5,
"ordinal": -6,
"source_id": "234_012",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Stargate is a $500 billion multiyear capex program for distributed AI data-center construction (2025-2028, with Trump administration partner",
"status": "pending",
"weight": 0.5,
"ordinal": -5,
"source_id": "SEM_005",
"expected_date": "2028-02-09",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "First major AV-software M&A transaction >=$5B between named providers",
"source": "llm_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -4,
"source_id": null,
"confidence": 0.6,
"expected_date": "2028-07-01",
"research_origin": "training",
"expected_date_range": {
"to": "2029-12-31",
"from": "2027-01-01"
},
"measurement_criterion": "Acquisition or merger announced between two AV-software providers with deal value >=$5B"
},
{
"kind": "llm_pre_event",
"label": "Top-3 AV software providers control >=70% of global commercial autonomous miles",
"source": "llm_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -3,
"source_id": null,
"confidence": 0.55,
"expected_date": "2028-12-31",
"research_origin": "training",
"expected_date_range": {
"to": "2030-12-31",
"from": "2027-01-01"
},
"measurement_criterion": "Industry analyst report (BCG, McKinsey, Guidehouse) shows Waymo + Tesla + Mobileye (or successor
... (truncated)