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242_053predictionAuto/TransportAI-timing

New car manufacturing demand will collapse by ~50% due to AV utilization

Predictor: Salim Ismail · ep#242 "Elon Enters the Chip Race, the S&P 500 Repricing, and Human Drivers Will Become Illegal | EP #242" · source

Prior probability
55.0%
Current probability
45.6%
evolves via intake + LBP
Conviction
4/5
Signal quality
C
Resolution
pending
Window
2026-04-30 – 2040-10-31
Edges in / out
4 / 0
Tickers exposed
33

Prediction text

New car manufacturing demand will collapse by ~50% due to AV utilization | Today, we make close to 100 million new cars a year. And they sit empty 94% of the time. So, even if you drop that by 50% in utility, you basically collapse the need for past the car industry instantly

Verbatim quote

From episode "Elon Enters the Chip Race, the S&P 500 Repricing, and Human Drivers Will Become Illegal | EP #242"
Today, we make close to 100 million new cars a year. And they sit empty 94% of the time. So, even if you drop that by 50% in utility, you basically collapse the need for past the car industry instantly

Predictor: Salim Ismail

κ + Brier as of 2026-05-22
κ (discount)
0.643
Brier
0.0144
excellent
Hits / Misses
1 / 0
of 2 resolved
Hit rate
50.0%
Calibration plot (stated vs observed)

Evidence about this node from Salim Ismail 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 = 45.6%

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. 2026-09-01 → 2027-06-30pendingWaymo crosses 1M weekly paid robotaxi rides
    How: Waymo (or Alphabet) discloses >=1,000,000 paid rider-only rides per week, sustained for >=4 weeks
    Source: Waymo executive guidance 2026 (3,000 vehicles, 500K weekly rides target → 1M EOY)conf 70%
  2. 2028-11-08pendingQ1 window check-in (25%)
  3. 2028-06-01 → 2030-12-31pendingGlobal robotaxi fleet exceeds 100,000 vehicles
    How: Industry tracker confirms >=100,000 commercial robotaxis operating globally (rider-only) per IIHS, SAE, or independent benchmark
    Source: Patentpc/programming-helper 934K-by-2035 forecast + 82.6% CAGRconf 55%
  4. 2028-01-01 → 2031-06-30pendingCommercial robotaxi cost per mile drops below private-car ownership cost
    How: Independent analysis (AAA, Edmunds, MIT) confirms average robotaxi $/mile pricing falls below total cost of ownership of average new vehicle
    Source: Required precondition for utilization-collapse hypothesisconf 50%
  5. 2028-01-01 → 2031-12-31pendingFirst top-10 auto OEM cuts new-model production volume by >=10% citing AV substitution
    How: Public 8-K or annual report from top-10 global OEM cites AV/robotaxi substitution as material reason for cutting model-year volume by >=10%
    Source: Salim Ismail collapse thesis + scaling AV deploymentconf 40%
  6. 2031-05-20pendingQ2 window check-in (50%)
  7. 2030-01-01 → 2034-12-31pendingUS new car sales fall below 12M units (from ~16M baseline) in single year
    How: Bureau of Economic Analysis / Wards Intelligence reports US new-car-sales <12M in a calendar year, with AV utilization cited as material driver
    Source: Ismail 50% collapse thesis + 16M baselineconf 35%
  8. 2033-11-28pendingQ3 window check-in (75%)

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: 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
LBP2026-05-10T02:00:02Z45.6%-1.3pp
Network propagation: 46.9% → 45.6%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z46.9%-2.6pp
Network propagation: 49.5% → 46.9%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z49.5%-1.9pp
Network propagation: 51.4% → 49.5%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z51.4%-3.6pp
Network propagation: 55.0% → 51.4%
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%0.5500.050-0.106
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.550+0.044
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.550+0.019
killerTK14
Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
20.0%0.0500.550-0.006

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

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "50% drop",
  "url": "https://www.youtube.com/watch?v=wMLcIWLlcWg",
  "mode": "PREDICTION",
  "role": "Host",
  "context": "even if you drop that by 50% in utility, you basically collapse the need for past the car industry instantly",
  "verbatim": "Today, we make close to 100 million new cars a year. And they sit empty 94% of the time. So, even if you drop that by 50% in utility, you basically collapse the need for past the car industry instantly",
  "conv_cues": "collapse the need",
  "direction": "DOWN",
  "timeframe": "unspecified future",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Waymo crosses 1M weekly paid robotaxi rides",
      "source": "Waymo executive guidance 2026 (3,000 vehicles, 500K weekly rides target → 1M EOY)",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.7,
      "source_url": "https://carboncredits.com/waymo-hits-2500-robotaxi-in-u-s-the-future-of-driverless-rides/",
      "expected_date": "2027-01-30",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2027-06-30",
        "from": "2026-09-01"
      },
      "measurement_criterion": "Waymo (or Alphabet) discloses >=1,000,000 paid rider-only rides per week, sustained for >=4 weeks"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -7,
      "source_id": null,
      "expected_date": "2028-11-08",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Global robotaxi fleet exceeds 100,000 vehicles",
      "source": "Patentpc/programming-helper 934K-by-2035 forecast + 82.6% CAGR",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.55,
      "expected_date": "2029-09-15",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2030-12-31",
        "from": "2028-06-01"
      },
      "measurement_criterion": "Industry tracker confirms >=100,000 commercial robotaxis operating globally (rider-only) per IIHS, SAE, or independent benchmark"
    },
    {
      "kind": "llm_pre_event",
      "label": "Commercial robotaxi cost per mile drops below private-car ownership cost",
      "source": "Required precondition for utilization-collapse hypothesis",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.5,
      "expected_date": "2029-09-30",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2031-06-30",
        "from": "2028-01-01"
      },
      "measurement_criterion": "Independent analysis (AAA, Edmunds, MIT) confirms average robotaxi $/mile pricing falls below total cost of ownership of average new vehicle"
    },
    {
      "kind": "llm_pre_event",
      "label": "First top-10 auto OEM cuts new-model production volume by >=10% citing AV substitution",
      "source": "Salim Ismail collapse thesis + scaling AV deployment",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.4,
      "expected_date": "2029-12-31",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2031-12-31",
        "from": "2028-01-01"
      },
      "measurement_criterion": "Public 8-K or annual report from top-10 global OEM cites AV/robotaxi substitution as material reason for cutting model-year volume by >=10%"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -3,
      "source_id": null,
      "expected_date": "2031-05-20",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "US new car sales fall below 12M units (from ~16M baseline) in single year",
 
... (truncated)