← Cockpit
246_039predictionAuto/Transportautonomous

Autonomous vehicles/flying cars coming by 2028.

Predictor: Peter Diamandis · ep#246 "SpaceX Goes Public, Claude's Mythos Release, and the US Data Center Delay | EP #246" · source

Prior probability
65.0%
Current probability
49.2%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
pending
Window
2028-01-01 – 2028-10-31
Edges in / out
15 / 5
Tickers exposed
31

Prediction text

Autonomous vehicles/flying cars coming by 2028. | Well, they're coming 2028, baby.

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

Verbatim quote

From episode "SpaceX Goes Public, Claude's Mythos Release, and the US Data Center Delay | EP #246"
Well, they're coming 2028, baby.

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 65%2026-04-302026-05-032026-05-17
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 49.2%

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: 2 fired ✓ · 9 pending
  1. 2025-05-15hitArcher named official LA28 Olympics air-taxi provider
    How: Archer Aviation announces LA28 partnership for Midnight eVTOL service in 2028
    Source: https://www.axios.com/2025/05/15/archer-olympics-air-taxiconf 99%
  2. 2026-01-01 → 2026-12-31pendingWaymo robotaxi paid rides cross 1M/week
    How: Waymo reports ≥1M paid robotaxi rides/week across U.S. metros
    Source: Waymo blog, Alphabet earningsconf 85%
  3. 2026-06-01 → 2027-12-31pendingTesla Robotaxi unsupervised commercial service in ≥3 metros
    How: Tesla operates unsupervised paid robotaxi service in ≥3 U.S. metros
    Source: Tesla quarterly updates, NHTSA filingsconf 45%
  4. 2026-06-01 → 2027-12-31pendingFirst FAA Type Certificate for eVTOL (Joby or Archer)
    How: FAA issues Type Certificate to Joby S4 or Archer Midnight
    Source: FAA certification databaseconf 65%
  5. 2028-06-01 → 2028-10-31pendingCommercial eVTOL passenger service operating in LA by July 2028
    How: Paid passenger eVTOL flights operating in LA metro for LA28 Olympics period
    Source: Archer/Joby earnings, LA28 transportation reportingconf 50%

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: 49%)

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
LBP2026-05-17T02:00:01Z49.2%-1.1pp
Network propagation: 50.3% → 49.2%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z50.3%-1.8pp
Network propagation: 52.1% → 50.3%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z52.1%-2.7pp
Network propagation: 54.8% → 52.1%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z54.8%-3.7pp
Network propagation: 58.5% → 54.8%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z58.5%-6.5pp
Network propagation: 65.0% → 58.5%
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
prereq244_013
Uber will work with Chinese autonomous players (Pony, WeRideDara Khosrowshahi
47.0%0.6500.050-0.166
prereq243_033
About 20% of drivers slough off Uber platform annuallyDara Khosrowshahi
48.9%0.6500.050-0.155
prereq243_035
Austin and Atlanta autonomous markets growing faster than naDara Khosrowshahi
50.3%0.6500.050-0.138
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.650+0.110
prereq241_050
AI LLMs can run for hours (e.g., dinner to 4am) autonomouslyEric Schmidt
56.7%0.6500.050-0.106

Top outgoing (children)

Predictions THIS node influences

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%0.6500.050-0.122
prereq243_017
Cost of lidar and cameras will continue coming down, making Dara Khosrowshahi
41.6%0.6000.050-0.099
prereq243_013
Every new car sold 10 years from now will have autonomous soDara Khosrowshahi
41.0%0.6000.050-0.093
prereq244_002
Humans will be demonstrably less safe than autonomous driverDara Khosrowshahi
37.6%0.6000.050-0.059
prereq230_020
Peter's 14-year-old son Milan will never get a driver's licePeter Diamandis
34.7%0.6500.050-0.005

Ticker exposure

31 ticker(s) linked

Beneficiaries (24)

INVZWRDLIDRAEVAMBLYPONYOUSTVRRMAMBAAURAIOTHSAIMBGAFBIDUBMWYYGMGOOGLHMCIOTQCOMTMTSLAUBERVWAGY

Adverse (5)

MCYALLCINFPGRTRV

Prerequisites (15)

Predictions that must hit first
TypePredTitleDomainLag
prereq243_002Uber will be in 15 cities with autonomous partners by end of 2026Auto/Transport
prereq235_002Anthropic will exceed OpenAI in revenue this year (2026).AI
prereq234_012Anthropic revenue will cross OpenAI revenue in middle of 2026Markets/Stocks
prereqSEM_008Training runs costing $10 billion for a single model will commence sometime in 2025.AI
prereqSEM_0422025 will be the definitive year that agentic systems finally hit the mainstream.AI/Agents
prereqSEM_012Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering.AI/Manufacturing
prereq241_050AI LLMs can run for hours (e.g., dinner to 4am) autonomously creating new solutionsAI
prereq243_035Austin and Atlanta autonomous markets growing faster than national averageAuto/Transport
prereq244_013Uber will work with Chinese autonomous players (Pony, WeRide, hopefully Baidu) outside the USAuto/Transport
prereq243_033About 20% of drivers slough off Uber platform annuallyLabor/Jobs
correlateS_ROBOTAXI_NATIONWIDE_2028Robotaxi nationwide expansion by Nov 2028robotaxi_deployment
correlateS_ROBOTAXI_TESLA_2026Tesla FSD unsupervised wide deployment by Nov 2026robotaxi_deployment
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_031Uber will have significantly more drivers in 2030 than today, including in USLabor/Jobs
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

Linked documents (9)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.653manifoldWill Flygon get a mega evolution by the end of 2028?34%mentionspending2026-05-12
0.642manifoldWill Waymo's US commercial fleet exceed 12,000 vehicles by Dec 31, 2030?85%mentionspending2026-05-08
0.641manifoldWill a Waymo self-driving car be involved in a fatal accident before July 1, 2026?8%mentionspending2026-04-27
0.635manifoldWill there be a live action planecrash adaptation before 2029? (Including in development)24%mentionspending2026-06-03
0.635manifoldWill Waymo's US commercial fleet exceed 25,000 vehicles by Dec 31, 2030?72%mentionspending2026-05-08
0.599polymarketGTA VI released before June 2026?0%mentionspending2025-05-02
0.555manifoldWhen will SCOTUS hear a Second Amendment case about a weaponized flying drone?mentionspending2026-04-24
0.555manifoldWho will be the next Republican candidate for 2028?mentionspending2026-05-31
0.552manifoldWill Gavin Newsom formally announce a 2028 presidential campaign before January 1, 2027?50%mentionspending2026-04-25

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=cFI-SqnvQK8",
  "mode": "FORECAST",
  "role": "Host",
  "context": "autonomous vehicles and flying cars basically change the landscape of where you live, where you work. >> Yeah. Well, they're coming 2028, baby.",
  "to_year": 2028,
  "verbatim": "Well, they're coming 2028, baby.",
  "direction": "HAPPEN",
  "from_year": 2028,
  "timeframe": "2028",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Archer named official LA28 Olympics air-taxi provider",
      "source": "https://www.axios.com/2025/05/15/archer-olympics-air-taxi",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -11,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://www.axios.com/2025/05/15/archer-olympics-air-taxi",
      "expected_date": "2025-05-15",
      "observed_date": "2025-05-15",
      "research_origin": "deep_research",
      "measurement_criterion": "Archer Aviation announces LA28 partnership for Midnight eVTOL service in 2028"
    },
    {
      "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": "Uber will work with Chinese autonomous players (Pony, WeRide, hopefully Baidu) outside the US",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -9,
      "source_id": "244_013",
      "expected_date": "2026-06-17",
      "observed_date": null
    },
    {
      "kind": "prereq",
      "label": "AI LLMs can run for hours (e.g., dinner to 4am) autonomously creating new solutions",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -8,
      "source_id": "241_050",
      "expected_date": "2026-06-22",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Waymo robotaxi paid rides cross 1M/week",
      "source": "Waymo blog, Alphabet earnings",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.85,
      "expected_date": "2026-07-02",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2026-01-01"
      },
      "measurement_criterion": "Waymo reports ≥1M paid robotaxi rides/week across U.S. metros"
    },
    {
      "kind": "prereq",
      "label": "Austin and Atlanta autonomous markets growing faster than national average",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -6,
      "source_id": "243_035",
      "expected_date": "2026-08-16",
      "observed_date": null
    },
    {
      "kind": "prereq",
      "label": "Uber will be in 15 cities with autonomous partners by end of 2026",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -5,
      "source_id": "243_002",
      "expected_date": "2026-09-08",
      "observed_date": null
    },
    {
      "kind": "prereq",
      "label": "About 20% of drivers slough off Uber platform annually",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -4,
      "source_id": "243_033",
      "expected_date": "2026-09-09",
      "observed_date": null
    },
    {
      "kind": "scenario_signal",
      "label": "Scenario fires: Tesla FSD unsupervised wide deployment by Nov 2026",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -3,
      "source_id": "S_ROBOTAXI_TESLA_2026",
      "expected_date": "2026-11-30",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Tesla Robotaxi unsupervised commercial service in ≥3 metros",
      "source": "Tesla quarterly updates, NHTSA filings",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
     
... (truncated)