← Cockpit
230_017predictionAuto/TransportAI-scaling

Self-driving will become the norm; manual driving will become uncool, then illegal (Smoking-ban analogy).

Predictor: Dave Blundin · ep#230 "AI CEOs Come Online: Sam Altman's Replacement Plan, Job Loss & 'Solve Everything' Launches |EP #230" · source

Prior probability
55.0%
Current probability
46.1%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2028-01-01 – 2029-11-30
Edges in / out
10 / 5
Tickers exposed
39

Prediction text

Self-driving will become the norm; manual driving will become uncool, then illegal (Smoking-ban analogy). | That's gonna happen to driving, too. So, we're, you know, the the self-driving cars are 10 times safer and the last person driving is probably not the best driver... So it's going to go from being like, well, self-driving is a nice feature to drive. You want to drive your own car, you crazy psychopath. You're putting my children at risk because you want to drive and that's that's going to tip. And I don't know if it's like 2, three years, but when it tips, it's going to tip hard.

Verbatim quote

From episode "AI CEOs Come Online: Sam Altman's Replacement Plan, Job Loss & 'Solve Everything' Launches |EP #230"
That's gonna happen to driving, too. So, we're, you know, the the self-driving cars are 10 times safer and the last person driving is probably not the best driver... So it's going to go from being like, well, self-driving is a nice feature to drive. You want to drive your own car, you crazy psychopath. You're putting my children at risk because you want to drive and that's that's going to tip. And I don't know if it's like 2, three years, but when it tips, it's going to tip hard.

Predictor: Dave Blundin

κ + Brier as of 2026-05-22
κ (discount)
0.821
Brier
0.0491
excellent
Hits / Misses
3 / 2
of 9 resolved
Hit rate
33.3%
Calibration plot (stated vs observed)

Evidence about this node from Dave Blundin 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: 6 fired ✓ · 5 pending
  1. 2026-03-27hitWaymo passes 500K paid autonomous rides per week across 10 US metros
    How: Waymo public disclosure of >=500K weekly paid trips operating commercially in >=10 US metros
    Source: deep_research_enrichedconf 95%
  2. 2026-10-01 → 2026-12-31pendingWaymo targets 1M weekly paid robotaxi rides by end of 2026
    How: Waymo or independent telematics report weekly paid trips >=1M for any week in Q4 2026
    Source: deep_research_enrichedconf 70%
  3. 2027-01-01 → 2028-12-31pendingFirst US state legislates phased restriction or dedicated lanes for human-driven vehicles
    How: At least one US state passes statute restricting human-driven vehicle access in any urban zone or highway segment
    Source: llm_enrichedconf 35%
  4. 2027-06-01 → 2028-12-31pendingInsurance industry launches preferred-rate tiering favoring autonomous over human driving
    How: Major US auto insurer publishes rate schedule with explicit penalty surcharge or discount tied to human vs autonomous operation
    Source: llm_enrichedconf 45%
  5. 2028-01-01 → 2029-04-11pendingRobotaxi service achieves cost parity with personal vehicle ownership in major US metros
    How: Independent analysis (AAA, Bloomberg) shows robotaxi $/mile <= total cost of ownership $/mile for vehicles in >=3 metros
    Source: llm_enrichedconf 55%
  6. 2028-06-01 → 2029-12-31pendingCultural inflection: manual driving framed as risky/elite hobby in mainstream media coverage
    How: Sustained coverage in NYT/WSJ/Atlantic-tier publications framing manual driving as antiquated or dangerous (>=10 features over 6 months)
    Source: llm_enrichedconf 40%

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%-1.1pp
Network propagation: 47.2% → 46.1%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z47.2%-1.7pp
Network propagation: 48.9% → 47.2%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z48.9%-2.6pp
Network propagation: 51.5% → 48.9%
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
killerTK09
Energy Grid Cap (Data Center Power Wall)
35.0%0.0500.550-0.086
prereqSEM_027
Nvidia Data Center revenue +66% YoY, contributing ~90% of $5Joseph Moore
68.3%0.5500.050-0.074
killerTK05
Rate Regime Persistence (10y > 5% through 2028)
30.0%0.0500.550-0.061
prereqSEM_012
Nvidia quadrupled chip production output while only doublingJensen Huang
75.0%0.5500.050-0.039
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
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
prereq246_017
Europa Clipper will arrive at Jupiter in 2030, conducting 50Peter Diamandis
37.7%0.6500.050-0.056
prereq247_035
Dario Amodei will solve most/all neurological diseases by enDario Amodei
38.8%0.7000.050-0.043
prereq246_016
Dragonfly nuclear-powered octicopter arrives at Titan in 203Peter Diamandis
35.6%0.6500.050-0.034
prereq230_020
Peter's 14-year-old son Milan will never get a driver's licePeter Diamandis
34.7%0.6500.050-0.025
prereq240_036
TEPCO's restarted reactor will support 20% of Japan's electrPeter Diamandis
34.3%0.6500.050-0.021

Ticker exposure

39 ticker(s) linked

Beneficiaries (24)

NBISNVDAPLABEQIXAPLDASMIYASMLWULFIRENALABMUCRWVAMZNMSFTSTXSFTBYDELLAMTORCLGOOGLAAPLIRMLNVGYMETA

Adverse (6)

IBMACNCHGGGENLRNWNS

Prerequisites (10)

Predictions that must hit first
TypePredTitleDomainLag
prereqSEM_011Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.Capital Markets
prereqSEM_027Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.Capital Markets
prereqSEM_014Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).Manufacturing
prereqSEM_029Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boost over previous generation — deliberate architectural concession for larger AI training.Semis/Products
prereqSEM_012Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering.AI/Manufacturing
killerTK09Energy Grid Cap (Data Center Power Wall)
killerTK05Rate Regime Persistence (10y > 5% through 2028)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq247_035Dario Amodei will solve most/all neurological diseases by end of decadeBiotech/Longevity
prereq230_020Peter's 14-year-old son Milan will never get a driver's license.Auto/Transport
prereq246_017Europa Clipper will arrive at Jupiter in 2030, conducting 50 passes near Europa.Space
prereq246_016Dragonfly nuclear-powered octicopter arrives at Titan in 2034.Space
prereq240_036TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040Energy

Expected milestones (1)

From Sheet 17 Monitoring Triggers
Expected byDescriptionStatus
2029-12-31[Autonomous 2029-12] [230_017] Self-driving will become the norm; manual driving will become uncool, then illeg [243_003] Any state/federal retraining-on-displacement law (CA, NY, WA pending); Waymo 1M rides/wk (end-2026); [244_01pending

Linked documents (2)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.639manifoldWill a Waymo self-driving car be involved in a fatal accident before July 1, 2026?8%mentionspending2026-04-27
0.583manifoldDriver allowed to sleep while car drives itself by?mentionspending2026-05-17

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "10x safer",
  "url": "https://www.youtube.com/watch?v=6P0uTDGDr-I",
  "mode": "PREDICTION",
  "role": "Host",
  "caveats": "Timing uncertain",
  "context": "the self-driving cars are 10 times safer... You want to drive your own car, you crazy psychopath... I don't know if it's like 2, three years, but when it tips, it's going to tip hard.",
  "to_year": 2029,
  "verbatim": "That's gonna happen to driving, too. So, we're, you know, the the self-driving cars are 10 times safer and the last person driving is probably not the best driver... So it's going to go from being like, well, self-driving is a nice feature to drive. You want to drive your own car, you crazy psychopath. You're putting my children at risk because you want to drive and that's that's going to tip. And I don't know if it's like 2, three years, but when it tips, it's going to tip hard.",
  "conv_cues": "don't know if it's like 2, three years",
  "direction": "HAPPEN",
  "from_year": 2028,
  "timeframe": "2-3 years",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Waymo passes 500K paid autonomous rides per week across 10 US metros",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -11,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://techcrunch.com/2026/03/27/waymo-skyrocketing-ridership-in-one-chart/",
      "expected_date": "2026-03-27",
      "observed_date": "2026-03-27",
      "research_origin": "deep_research",
      "measurement_criterion": "Waymo public disclosure of >=500K weekly paid trips operating commercially in >=10 US metros"
    },
    {
      "kind": "prereq",
      "label": "Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -10,
      "source_id": "SEM_011",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -9,
      "source_id": "SEM_027",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -8,
      "source_id": "SEM_014",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boost over previous generation — deliberate architectural concession for larger AI ",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -7,
      "source_id": "SEM_029",
      "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": -6,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "llm_pre_event",
      "label": "Waymo targets 1M weekly paid robotaxi rides by end of 2026",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.7,
      "source_url": "https://www.automotiveworld.com/news/waymos-metric-for-2026-success-one-million-weekly-rides/",
      "expected_date": "2026-11-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to
... (truncated)