Fleet turnover from human-driven to autonomous will take a very long time due to 10+ year avg car life

Fleet turnover from human-driven to autonomous will take a very long time due to 10+ year avg car life | there's going to be a huge inventory of existing cars. And the average life of a car in the US is over 10 years. So, it's going to take a very very long time.

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

there's going to be a huge inventory of existing cars. And the average life of a car in the US is over 10 years. So, it's going to take a very very long time.

Beneficiaries (24)

Adverse (5)

{
  "nia": false,
  "qty": ">10 years",
  "url": "https://www.youtube.com/watch?v=fzKVYNBg50E",
  "mode": "FORECAST",
  "role": "Guest-CEO",
  "context": "there's going to be a huge inventory of existing cars. And the average life of a car in the US is over 10 years. So, it's going to take a very very long time.",
  "verbatim": "there's going to be a huge inventory of existing cars. And the average life of a car in the US is over 10 years. So, it's going to take a very very long time.",
  "conv_cues": "going to take a very very long time",
  "direction": "HAPPEN",
  "timeframe": "Very very long time",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Waymo reaches 500K paid autonomous rides per week (Q1 2026)",
      "notes": "HIT — but achieved via higher utilization per vehicle, not larger fleet. Confirms Khosrowshahi's slow-fleet-turnover thesis: fleet is ~3K vehicles serving 500K rides/week.",
      "source": "TechCrunch — Waymo's skyrocketing ridership in one chart (March 27, 2026)",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.99,
      "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 discloses ≥500,000 paid fully autonomous rides per week across ≥10 US cities"
    },
    {
      "kind": "llm_post_event",
      "label": "AV fleets reach 10-20% of trips in operating cities",
      "notes": "HIT — but city-level penetration is local, not national. Confirms 'huge inventory of existing cars' thesis nationally even with high local AV share.",
      "source": "Mobisoft Infotech — Future of Ride-Hailing 2026",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.85,
      "source_url": "https://mobisoftinfotech.com/resources/blog/future-of-ride-hailing-ai-ev-autonomous-2026",
      "expected_date": "2026-04-30",
      "observed_date": "2026-04-30",
      "research_origin": "deep_research",
      "measurement_criterion": "AV fleets account for 10-20% of trips in cities where they operate (SF, Phoenix, LA, Austin)"
    },
    {
      "kind": "llm_pre_event",
      "label": "Waymo fleet remains under 5K vehicles (vs ~250M US registered cars)",
      "notes": "Confirms fleet turnover is slow — the share-of-cars metric is microscopic even if share-of-rides grows fast in covered cities.",
      "source": "carboncredits.com — Waymo Hits 2,500 Robotaxis in US (December 2025: 3,067 vehicles)",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.85,
      "source_url": "https://carboncredits.com/waymo-hits-2500-robotaxi-in-u-s-the-future-of-driverless-rides/",
      "expected_date": "2026-08-16",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2026-04-01"
      },
      "measurement_criterion": "Waymo + peer robotaxi total US fleet remains under 5,000 vehicles (vs ~250M registered passenger cars), confirming <0.002% fleet penetration"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -4,
      "source_id": null,
      "expected_date": "2027-02-13",
      "observed_date": null
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -3,
      "source_id": null,
      "expected_date": "2027-11-30",
      "observed_date": null
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q3 window check-in (75%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -2,
      "source_id": null,
      "expected_date": "2028
... (truncated)