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244_004predictionAuto/TransportAI-timing

Race car driving will persist as a sport

Predictor: Dara Khosrowshahi · ep#244 "Uber's Robotaxi Playbook, End of Human Driving & $10B Bet on Robots | Dara Khosrowshahi (Uber CEO)" · source

Prior probability
60.0%
Current probability
49.7%
evolves via intake + LBP
Conviction
4/5
Signal quality
C
Resolution
pending
Window
2026-04-30 – 2040-11-30
Edges in / out
4 / 0
Tickers exposed
33

Prediction text

Race car driving will persist as a sport | Well, I think that race car driving is always going to be a thing cuz it's just so damn cool.

Verbatim quote

From episode "Uber's Robotaxi Playbook, End of Human Driving & $10B Bet on Robots | Dara Khosrowshahi (Uber CEO)"
Well, I think that race car driving is always going to be a thing cuz it's just so damn cool.

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 60%2026-04-302026-05-032026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 49.7%

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: 8 pending
  1. 2027-06-30pendingF1 2026 sustainable fuel transition successfully executed, removing the principal regulatory/ESG existential threat to motorsport
    How: F1 2026 season completed with full sustainable-fuel power units across all 10 teams, with FIA confirming compliance and no major performance/safety degradation versus prior era
    Source: FIA technical regulations; F1 season resultsconf 85%
  2. 2028-11-17pendingQ1 window check-in (25%)
  3. 2027-01-01 → 2032-12-31pendingFormula 1 and NASCAR sustain or grow combined annual viewership and revenue (proves human-driver motorsport remains commercially viable)
    How: F1 (Liberty Media) and NASCAR (NASCAR Media Group) annual revenue combined >= 2025 baseline in real terms, with global TV/streaming viewership stable or growing through annual reporting
    Source: Liberty Media Formula One Group annual reports; NASCAR media releasesconf 75%
  4. 2031-06-08pendingQ2 window check-in (50%)
  5. 2030-01-01 → 2035-12-31pendingMotorsports market grows from USD 6.93B (2026) toward analyst-projected USD 9-10B+ by 2030s
    How: MarketDataForecast / Statista global motorsports market size reaches >=USD 9B sustained, with human-driver series accounting for >=80% of revenue
    Source: MarketDataForecast Motorsports Market reportsconf 70%
  6. 2028-01-01 → 2038-12-31pendingCultural persistence indicators: at least one new high-profile human-driver racing series (e.g., new IndyCar/Le Mans/Formula E expansion or successor) launches and reaches mainstream coverage
    How: At least one new mainstream human-driver racing series launches (or major existing series expands materially) with sustained TV broadcast deals and >=100K live attendance per major event
    Source: Series press releases; Nielsen sports broadcast dataconf 55%
  7. 2033-12-27pendingQ3 window check-in (75%)
  8. 2028-01-01 → 2040-12-31pendingAutonomous racing series (Roborace successor, A2RL Abu Dhabi, Indy Autonomous Challenge) remain niche/exhibition with no series achieving F1-comparable viewership or sponsorship
    How: No autonomous-only racing series exceeds USD 100M annual revenue or 10M global broadcast viewers per event, and Roborace remains shut down (per 2022 Arrival exit) or any successor remains exhibition-tier
    Source: A2RL / Indy Autonomous Challenge media disclosures; Roborace statusconf 70%

No downstream cascades — this prediction is a leaf in the dependency graph.

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: 50%)

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
LBP2026-05-10T02:00:02Z49.7%-1.4pp
Network propagation: 51.2% → 49.7%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z51.2%-2.8pp
Network propagation: 54.0% → 51.2%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z54.0%-2.1pp
Network propagation: 56.0% → 54.0%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z56.0%-4.0pp
Network propagation: 60.0% → 56.0%
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
prereqS_ASI_SLOW_2040PLUS
ASI slow: post-2040 / soft takeoff
60.0%0.6000.050-0.117
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.600+0.048
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.600+0.020
killerTK14
Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
20.0%0.0500.600-0.007

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

33 ticker(s) linked

Beneficiaries (23)

SOUNCRWVSITMNVDAARMGTLBBBAITSMAPLDCEVAAIMSFTMRVLSFTBYORCLQCOMAVGOBABAAMDGOOGLIBMAMZNMETA

Adverse (6)

WNSCHGGCTSHIBMINFYACN

Prerequisites (4)

Predictions that must hit first
TypePredTitleDomainLag
prereqS_ASI_SLOW_2040PLUSASI slow: post-2040 / soft takeoffasi_recursive_self_improvement
killerTK14Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (4)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.588polymarketWill Charles Leclerc be the 2026 F1 Drivers' Champion?4%mentionspending2025-12-08
0.586polymarketWill Arvid Lindblad be the 2026 F1 Drivers' Champion?0%mentionspending2025-12-08
0.566manifoldWhat is the top sport? [Resolves to poll]mentionspending2026-04-28
0.550manifoldWhat is the most played sport on manifold? [Resolves to poll]mentionspending2026-06-05

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=Mh9yC4j0_rI",
  "mode": "PREDICTION",
  "role": "Guest-CEO",
  "context": "Well, I think that race car driving is always going to be a thing cuz it's just so damn cool. You know, again, you may be augmented, right?",
  "verbatim": "Well, I think that race car driving is always going to be a thing cuz it's just so damn cool.",
  "conv_cues": "I think; always going to be a thing",
  "direction": "HAPPEN",
  "timeframe": "Indefinite future",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "F1 2026 sustainable fuel transition successfully executed, removing the principal regulatory/ESG existential threat to motorsport",
      "source": "FIA technical regulations; F1 season results",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.85,
      "expected_date": "2027-06-30",
      "research_origin": "training",
      "measurement_criterion": "F1 2026 season completed with full sustainable-fuel power units across all 10 teams, with FIA confirming compliance and no major performance/safety degradation versus prior era"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -7,
      "source_id": null,
      "expected_date": "2028-11-17",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Formula 1 and NASCAR sustain or grow combined annual viewership and revenue (proves human-driver motorsport remains commercially viable)",
      "source": "Liberty Media Formula One Group annual reports; NASCAR media releases",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.75,
      "expected_date": "2029-12-31",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2032-12-31",
        "from": "2027-01-01"
      },
      "measurement_criterion": "F1 (Liberty Media) and NASCAR (NASCAR Media Group) annual revenue combined >= 2025 baseline in real terms, with global TV/streaming viewership stable or growing through annual reporting"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -5,
      "source_id": null,
      "expected_date": "2031-06-08",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Motorsports market grows from USD 6.93B (2026) toward analyst-projected USD 9-10B+ by 2030s",
      "source": "MarketDataForecast Motorsports Market reports",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.7,
      "expected_date": "2032-12-31",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2035-12-31",
        "from": "2030-01-01"
      },
      "measurement_criterion": "MarketDataForecast / Statista global motorsports market size reaches >=USD 9B sustained, with human-driver series accounting for >=80% of revenue"
    },
    {
      "kind": "llm_post_event",
      "label": "Cultural persistence indicators: at least one new high-profile human-driver racing series (e.g., new IndyCar/Le Mans/Formula E expansion or successor) launches and reaches mainstream coverage",
      "source": "Series press releases; Nielsen sports broadcast data",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.55,
      "expected_date": "2033-07-01",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2038-12-31",
        "from": "2028-01-01"
      },
      "measurement_criterion": "At least one new mainstream human-driver racing series launches (or major existing series expands materially) with sustained TV broadcast deals and >=100K live 
... (truncated)