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243_015predictionAuto/Transportautonomous

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

Prior probability
55.0%
Current probability
46.1%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2036-01-01 – 2036-10-31
Edges in / out
8 / 2
Tickers exposed
31

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

From episode "Uber vs. Tesla, Robotaxi Timelines, and the End of Human Driving | Uber CEO Dara Khosrowshahi | #243"
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

κ + Brier as of 2026-05-22
κ (discount)
0.688
Brier
0.0105
excellent
Hits / Misses
2 / 0
of 3 resolved
Hit rate
66.7%
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

Not linked

This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.

Probability over time

4 prob_history rows
0%25%50%75%100%prior 55%2026-04-302026-05-032026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 46.1%

Milestone chain

Pre-event signals (upstream prereqs + window checkpoints) → resolution event → downstream cascades. Status/dates update from linked nodes; re-derive nightly via scripts/ops/derive_milestones.py.
Leading chain: 5 fired ✓ · 5 pending
  1. 2026-01-31hitMobileye-Mentee Robotics acquisition closes ($900M)
    How: Mobileye 8-K / press release confirms close of Mentee Robotics acquisition
    Source: deep_research_enrichedconf 90%
  2. 2027-01-01 → 2029-12-31pendingFirst major AV-software M&A transaction >=$5B between named providers
    How: Acquisition or merger announced between two AV-software providers with deal value >=$5B
    Source: llm_enrichedconf 60%
  3. 2027-01-01 → 2030-12-31pendingTop-3 AV software providers control >=70% of global commercial autonomous miles
    How: Industry analyst report (BCG, McKinsey, Guidehouse) shows Waymo + Tesla + Mobileye (or successors) >=70% of paid autonomous miles
    Source: llm_enrichedconf 55%
  4. 2030-01-01 → 2034-12-31pendingAV-software provider count drops below 10 globally with paid commercial deployments
    How: Independent census (Guidehouse Insights or similar) shows <10 distinct AV-software stacks in commercial paid service worldwide
    Source: llm_enrichedconf 50%
  5. 2032-01-01 → 2036-10-31pendingAV-software industry reaches duopoly or triopoly concentration
    How: Top 2-3 AV-software stacks command >=85% of US/EU/China commercial autonomous miles
    Source: llm_enrichedconf 45%

What if this resolves?

Clamp this prediction TRUE or FALSE and run a counterfactual Gibbs sample. Surfaces the predictions whose marginals shift most under that assumption.
(live posterior: 46%)

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

Every probability update with full Bayesian provenance — chronological, latest first
LBP2026-05-10T02:00:02Z46.1%-1.3pp
Network propagation: 47.3% → 46.1%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z47.3%-1.9pp
Network propagation: 49.3% → 47.3%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z49.3%-2.2pp
Network propagation: 51.5% → 49.3%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z51.5%-3.5pp
Network propagation: 55.0% → 51.5%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef

Network propagation neighbors

Top edges sorted by latest LBP cross-impact
All propagation →

Top incoming (parents)

Edges that influence THIS node's belief

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq244_019
Peter's son won't need a driver's license in 2 yearsPeter Diamandis
48.4%0.5500.050-0.172
prereq234_012
Anthropic revenue will cross OpenAI revenue in middle of 202Peter Diamandis
67.1%0.5500.050-0.078
prereqSEM_005
Stargate is a $500 billion multiyear capex program for distrSam Altman
72.3%0.5500.050-0.075
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.550+0.049
killerTK11
Autonomous Regulatory Block (Level 4 Halt)
10.0%0.0500.550+0.039

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq244_002
Humans will be demonstrably less safe than autonomous driverDara Khosrowshahi
37.6%0.6000.050-0.077
prereq230_020
Peter's 14-year-old son Milan will never get a driver's licePeter Diamandis
34.7%0.6500.050-0.025

Ticker exposure

31 ticker(s) linked

Beneficiaries (24)

INVZWRDLIDRAEVAMBLYPONYOUSTVRRMAMBAAURAIOTHSAIMBGAFBIDUBMWYYGMGOOGLHMCIOTQCOMTMTSLAUBERVWAGY

Adverse (5)

MCYALLCINFPGRTRV

Prerequisites (8)

Predictions that must hit first
TypePredTitleDomainLag
prereq244_019Peter's son won't need a driver's license in 2 yearsAuto/Transport
prereqSEM_008Training runs costing $10 billion for a single model will commence sometime in 2025.AI
prereq234_012Anthropic revenue will cross OpenAI revenue in middle of 2026Markets/Stocks
prereqSEM_012Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering.AI/Manufacturing
prereqSEM_005Stargate is a $500 billion multiyear capex program for distributed AI data-center construction (2025-2028, with Trump administration partnership).AI/Infrastructure
killerTK15SpaceX Starship Catastrophic Failure
killerTK11Autonomous Regulatory Block (Level 4 Halt)
killerTK06China-Taiwan Military Conflict

Dependents (2)

Predictions enabled by this
TypePredTitleDomainLag
prereq230_020Peter's 14-year-old son Milan will never get a driver's license.Auto/Transport
prereq244_002Humans will be demonstrably less safe than autonomous drivers (within 25 years, not 15)Auto/Transport

Linked documents (4)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.615github_releasefacebookresearch/sound-spaces v0.1.1mentionspending2021-02-22
0.562github_releasefacebookresearch/sound-spaces v0.1.2mentionspending2021-06-22
0.546github_release1x-technologies/halodi-unity-package-registry-manager 0.0.7mentionspending2020-06-12
0.538github_release1x-technologies/halodi-unity-package-creator 0.2.10mentionspending2020-11-10

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "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",
      "label": "Peter's son won't need a driver's license in 2 years",
      "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)