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230_018predictionAuto/Transportautonomous

In 5 years, 70-80% of cars will be autonomous, especially hooked up to your AI.

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

Prior probability
60.0%
Current probability
46.0%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2031-01-01 – 2031-10-31
Edges in / out
10 / 5
Tickers exposed
31

Prediction text

In 5 years, 70-80% of cars will be autonomous, especially hooked up to your AI. | And so today on my average drive, I'll see 10 Whimos. I think in 5 years it's going to be, you know, 70 80% autonomous cars, especially hooked up to your AI.

Watch events: Waymo 1M rides/wk (end-2026); Tesla Robotaxi scaling; NHTSA AV rules

Verbatim quote

From episode "AI CEOs Come Online: Sam Altman's Replacement Plan, Job Loss & 'Solve Everything' Launches |EP #230"
And so today on my average drive, I'll see 10 Whimos. I think in 5 years it's going to be, you know, 70 80% autonomous cars, especially hooked up to your AI.

Predictor: Peter Diamandis

κ + Brier as of 2026-05-22
κ (discount)
0.875
Brier
0.0367
excellent
Hits / Misses
10 / 0
of 15 resolved
Hit rate
66.7%
Calibration plot (stated vs observed)

Evidence about this node from Peter Diamandis 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

5 prob_history rows
0%25%50%75%100%prior 60%2026-04-302026-05-032026-05-17
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 46.0%

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 ✓ · 7 pending
  1. 2026-03-01hitWaymo expands paid commercial robotaxi service to 10 US metros plus Tokyo/London groundwork
    How: Public commercial robotaxi service operating in ≥10 US metros with at least 1 international city pre-launch announcement
    Source: deep_research_enrichedconf 92%
  2. 2026-03-27hitWaymo hits 500,000 paid robotaxi rides per week and 200M cumulative autonomous miles
    How: Waymo public disclosure of ≥500K weekly paid trips and cumulative autonomous miles ≥200M
    Source: deep_research_enrichedconf 95%
  3. 2026-09-01 → 2026-12-31pendingWaymo achieves 1 million weekly paid robotaxi rides target (4x current volume)
    How: Waymo or independent telematics confirm ≥1M weekly paid trips by end of 2026
    Source: deep_research_enrichedconf 65%
  4. 2030-01-01 → 2030-12-31pendingGoldman Sachs forecast: robotaxis capture 8% of US rideshare market by 2030 ($7B annual revenue)
    How: Independent rideshare-trip data shows robotaxi share ≥8% of US rideshare miles in 2030
    Source: deep_research_enrichedconf 50%
  5. 2030-01-01 → 2030-12-31pendingIEA forecast: automated ride-hailing fleets reach 4M+ AVs and 15% of global urban passenger miles
    How: IEA or McKinsey published global telemetry shows AVs ≥15% of urban passenger miles
    Source: deep_research_enrichedconf 45%
  6. 2031-01-01 → 2031-12-31pendingPersonal-vehicle AV penetration: 70-80% of new cars sold ship with full autonomous software stack
    How: Annual auto-industry reports (BloombergNEF or NHTSA) show ≥70% of new sales include L4-capable hardware/software
    Source: deep_research_enrichedconf 30%

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
LBP2026-05-17T02:00:01Z46.0%-1.1pp
Network propagation: 47.1% → 46.0%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z47.1%-1.8pp
Network propagation: 48.9% → 47.1%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z48.9%-2.8pp
Network propagation: 51.7% → 48.9%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z51.7%-3.2pp
Network propagation: 54.9% → 51.7%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z54.9%-5.1pp
Network propagation: 60.0% → 54.9%
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
prereq243_031
Uber will have significantly more drivers in 2030 than todayDara Khosrowshahi
46.3%0.6000.050-0.159
prereq244_019
Peter's son won't need a driver's license in 2 yearsPeter Diamandis
48.4%0.6000.050-0.148
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.600+0.096
killerTK11
Autonomous Regulatory Block (Level 4 Halt)
10.0%0.0500.600+0.085
prereq244_020
Need for driver's licenses is going to collapse over the nexPeter Diamandis
62.8%0.6000.050-0.069

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq243_014
10+ autonomous providers will operate on streets of LA a decDara Khosrowshahi
39.5%0.5500.050-0.118
prereq243_017
Cost of lidar and cameras will continue coming down, making Dara Khosrowshahi
41.6%0.6000.050-0.116
prereq243_013
Every new car sold 10 years from now will have autonomous soDara Khosrowshahi
41.0%0.6000.050-0.110
prereq244_002
Humans will be demonstrably less safe than autonomous driverDara Khosrowshahi
37.6%0.6000.050-0.076
prereq230_020
Peter's 14-year-old son Milan will never get a driver's licePeter Diamandis
34.7%0.6500.050-0.024

Ticker exposure

31 ticker(s) linked

Beneficiaries (24)

INVZWRDLIDRAEVAMBLYPONYOUSTVRRMAMBAAURAIOTHSAIMBGAFBIDUBMWYYGMGOOGLHMCIOTQCOMTMTSLAUBERVWAGY

Adverse (5)

MCYALLCINFPGRTRV

Prerequisites (10)

Predictions that must hit first
TypePredTitleDomainLag
prereqSEM_008Training runs costing $10 billion for a single model will commence sometime in 2025.AI
prereq244_019Peter's son won't need a driver's license in 2 yearsAuto/Transport
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
prereq244_020Need for driver's licenses is going to collapse over the next few yearsAuto/Transport
prereq243_031Uber will have significantly more drivers in 2030 than today, including in USLabor/Jobs
correlateS_ROBOTAXI_MASS_2030Robotaxi >10% urban miles by Nov 2030robotaxi_deployment
killerTK11Autonomous Regulatory Block (Level 4 Halt)
killerTK06China-Taiwan Military Conflict

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq230_020Peter's 14-year-old son Milan will never get a driver's license.Auto/Transport
prereq243_013Every new car sold 10 years from now will have autonomous softwareAuto/Transport
prereq243_017Cost of lidar and cameras will continue coming down, making new cars autonomous-ready within 10 yearsAuto/Transport
prereq244_002Humans will be demonstrably less safe than autonomous drivers (within 25 years, not 15)Auto/Transport
prereq243_01410+ autonomous providers will operate on streets of LA a decade from nowAuto/Transport

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "70-80% autonomous",
  "url": "https://www.youtube.com/watch?v=6P0uTDGDr-I",
  "mode": "PREDICTION",
  "role": "Host",
  "context": "today on my average drive, I'll see 10 Whimos. I think in 5 years it's going to be, you know, 70 80% autonomous cars, especially hooked up to your AI.",
  "to_year": 2031,
  "verbatim": "And so today on my average drive, I'll see 10 Whimos. I think in 5 years it's going to be, you know, 70 80% autonomous cars, especially hooked up to your AI.",
  "conv_cues": "I think",
  "direction": "NUMERIC_TARGET",
  "from_year": 2031,
  "timeframe": "in 5 years",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Waymo expands paid commercial robotaxi service to 10 US metros plus Tokyo/London groundwork",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -13,
      "source_id": null,
      "confidence": 0.92,
      "source_url": "https://carboncredits.com/waymo-hits-2500-robotaxi-in-u-s-the-future-of-driverless-rides/",
      "expected_date": "2026-03-01",
      "observed_date": "2026-03-01",
      "research_origin": "deep_research",
      "measurement_criterion": "Public commercial robotaxi service operating in ≥10 US metros with at least 1 international city pre-launch announcement"
    },
    {
      "kind": "llm_pre_event",
      "label": "Waymo hits 500,000 paid robotaxi rides per week and 200M cumulative autonomous miles",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -12,
      "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 and cumulative autonomous miles ≥200M"
    },
    {
      "kind": "prereq",
      "label": "Peter's son won't need a driver's license in 2 years",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -11,
      "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": -10,
      "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": -9,
      "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": -8,
      "source_id": "234_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "llm_pre_event",
      "label": "Waymo achieves 1 million weekly paid robotaxi rides target (4x current volume)",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.65,
      "source_url": "https://waymo.com/blog/2025/12/2025-year-in-review/",
      "expected_date": "2026-10-31",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2026-09-01"
      },
      "measurement_criterion": "Waymo or independent telematics confirm ≥1M weekly paid trips by end of 2026"
    },
    {
      "kind": "prereq",
      "label": "Stargate is a $500 billion multiyear capex program for 
... (truncated)