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AUT_013predictionAuto/Transportrobotaxi-25-50-percent-US-2026

'Unsupervised' Tesla Robotaxis will achieve operational capability across 25-50% of the United States by end of 2026 — initial production slow but deployment scales to capture multi-trillion-dollar transportation market. Humanoid robots (Optimus) event...

Predictor: Elon Musk

Prior probability
15.0%
Current probability
15.0%
evolves via intake + LBP
Conviction
5/5
Signal quality
A
Resolution
pending
Window
2026-01-01 – 2026-10-31
Edges in / out
7 / 0
Tickers exposed
30

Prediction text

'Unsupervised' Tesla Robotaxis will achieve operational capability across 25-50% of the United States by end of 2026 — initial production slow but deployment scales to capture multi-trillion-dollar transportation market. Humanoid robots (Optimus) eventually outnumber human population; every individual possesses robotic proxy for domestic labor/child surveillance/eldercare. Neuralink resolves brain I/O bandwidth via high-fidelity bio-sensing for symbiosis with superintelligence. | Tesla Robotaxi metro-coverage announcements

Key catalyst: Tesla Robotaxi metro-coverage announcements

Watch events: Tesla Robotaxi metro launch cadence; unsupervised FSD regulatory approvals

Resolution evidence

Status: pending

Tesla Robotaxi launched Austin June 2025; geographic expansion 2026 slower than Musk commitments. Per SPC_008 base rate, Musk personal timelines 60% undelivered.

Predictor: Elon Musk

κ + Brier as of 2026-05-22
κ (discount)
0.688
Brier
0.0142
excellent
Hits / Misses
1 / 0
of 3 resolved
Hit rate
33.3%
Calibration plot (stated vs observed)

Evidence about this node from Elon Musk 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: humanoid_commercial_volume

Linked via embedding similarity 0.679

>10,000 unit cumulative deployment of humanoid robot SKU within 3 years of debut

Base rate
10.0%
0/3 historical
Inside weight
0.646
TRF=0.51
Outside weight
0.354
pulling toward base rate
inside 18.5% → blend 15.0% -3.5pp)

Tetlock-style outside view: at TRF=1 (just predicted), outside view dominates (w_in=0.3). At TRF=0 (deadline), inside view dominates (w_in=1.0). The blend regularizes overconfident inside views toward the historical base rate.

Probability over time

8 prob_history rows
0%25%50%75%100%prior 15%2026-04-302026-05-102026-05-30
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 15.0%

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: 2 overdue ⏱ · 1 pending
  1. 2026-03-09overdueQ1 window check-in (25%)
  2. 2026-05-15overdueQ2 window check-in (50%)
  3. 2026-07-21pendingQ3 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: 15%)

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
metadata_milestone_miss_sweep2026-05-30T22:15:00Z15.0%-8.1pp
metadata_milestone_miss_sweep bayesian_v2 n=1 inside=0.185 blend=0.150 LLR=-0.279 κ=0.69 w_in=0.65 humanoid_commercial_volume
Raw metadata
{
  "trf": 0.5051911152205567,
  "kappa": 0.6875,
  "base_rate": 0.1,
  "predictor": "Elon Musk",
  "total_llr": -0.4054651081081644,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": -1.20608483675817,
  "bayes_factor": "1.3:1 against",
  "blend_reason": "blend 64% inside / 35% outside (TRF=0.505, base_rate=0.100 from humanoid_commercial_volume)",
  "inside_prior": 0.23039452697432633,
  "kappa_source": "predictor_table",
  "n_milestones": 1,
  "blend_applied": true,
  "contributions": [
    {
      "llr": -0.4054651081081644,
      "kind": "quartile_checkpoint",
      "kappa": 0.6875,
      "label": "Q2 window check-in (50%)",
      "weight": 0.05,
      "strength": "weak",
      "confidence": null,
      "source_url": null,
      "adjusted_llr": -0.278757261824363,
      "expected_date": "2026-05-15",
      "measurement_criterion": null
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "history_v2",
  "inside_weight": 0.6463662193456103,
  "outside_weight": 0.35363378065438966,
  "posterior_prob": 0.14972435590260805,
  "posterior_logit": -1.484842098582533,
  "predictor_brier": 0.01417,
  "inside_posterior": 0.18469716265924133,
  "blended_posterior": 0.14972435590260805,
  "reference_class_id": "humanoid_commercial_volume",
  "total_adjusted_llr": -0.278757261824363,
  "predictor_n_resolved": 3
}
LBP2026-05-24T02:00:02Z23.0%+1.0pp
Network propagation: 22.0% → 23.0%
4-iter LBP, residual 0.01000 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 806b02f8
LBP2026-05-17T02:00:01Z22.0%+1.9pp
Network propagation: 20.1% → 22.0%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z20.1%+3.5pp
Network propagation: 16.6% → 20.1%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z16.6%+5.5pp
Network propagation: 11.1% → 16.6%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
metadata_milestone_miss_sweep2026-05-02T22:07:21Z11.1%-1.3pp
metadata_milestone_miss_sweep bayesian_v2 n=1 inside=0.120 blend=0.111 LLR=-0.261 κ=0.64 w_in=0.58 humanoid_commercial_volume
Raw metadata
{
  "trf": 0.5976179033649615,
  "kappa": 0.6429,
  "base_rate": 0.1,
  "predictor": "Elon Musk",
  "total_llr": -0.4054651081081644,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": -1.7346010553881064,
  "bayes_factor": "1.3:1 against",
  "blend_reason": "blend 58% inside / 41% outside (TRF=0.598, base_rate=0.100 from humanoid_commercial_volume)",
  "inside_prior": 0.15,
  "kappa_source": "predictor_table",
  "n_milestones": 1,
  "blend_applied": true,
  "contributions": [
    {
      "llr": -0.4054651081081644,
      "kind": "quartile_checkpoint",
      "kappa": 0.6429,
      "label": "Q1 window check-in (25%)",
      "weight": 0.05,
      "strength": "weak",
      "confidence": null,
      "source_url": null,
      "adjusted_llr": -0.2606735180027389,
      "expected_date": "2026-03-09",
      "measurement_criterion": null
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "history_v2",
  "inside_weight": 0.5816674676445269,
  "outside_weight": 0.4183325323554731,
  "posterior_prob": 0.11107997534670175,
  "posterior_logit": -1.9952745733908452,
  "predictor_brier": 0.01,
  "inside_posterior": 0.11969995495478951,
  "blended_posterior": 0.11107997534670175,
  "reference_class_id": "humanoid_commercial_volume",
  "total_adjusted_llr": -0.2606735180027389,
  "predictor_n_resolved": 2
}
legacy v12026-04-30T16:13:50Z12.4%+0.0pp
reference_class_assigned bayesian_v2 inside=0.150 blend=0.124 w_in=0.53 humanoid_commercial_volume
legacy v12026-04-30T01:56:50Z12.4%-2.6pp
reference_class_assigned bayesian_v2 inside=0.150 blend=0.124 w_in=0.53 humanoid_commercial_volume

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
killerTK08
Humanoid Capital Collapse (Figure/Apptronik Flop)
22.0%0.0500.150-0.022
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.150-0.015
killerTK11
Autonomous Regulatory Block (Level 4 Halt)
10.0%0.0500.150-0.010

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

30 ticker(s) linked

Beneficiaries (24)

INVZAMBALIDRAEVAMBLYOUSTSYMPONYAURAIOTWRDHSAIMBGAFBIDUBMWYYDIDIYGMGOOGLHMCIOTTMTSLAUBERVWAGY

Adverse (4)

ALLPGRUBERTRV

Prerequisites (7)

Predictions that must hit first
TypePredTitleDomainLag
correlateS_HUMANOID_FACTORY_2026Humanoid R1: 10K+ factory units by Nov 2026humanoid_deployment
correlateS_ROBOTAXI_TESLA_2026Tesla FSD unsupervised wide deployment by Nov 2026robotaxi_deployment
correlateS_ROBOTAXI_MASS_2030Robotaxi >10% urban miles by Nov 2030robotaxi_deployment
correlateS_HUMANOID_CONSUMER_2030Humanoid R3: 1M+ consumer by Nov 2030humanoid_deployment
killerTK08Humanoid Capital Collapse (Figure/Apptronik Flop)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK11Autonomous Regulatory Block (Level 4 Halt)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Expected milestones (1)

From Sheet 17 Monitoring Triggers
Expected byDescriptionStatus
2026-12-31[Autonomous 2026-12] around $30K vs Waymo cars around $150K [AUT_013] Tesla Robotaxi metro launch cadence; unsupervised FSD regulatory approvalspending

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "25-50% US coverage",
  "mode": "FORECAST",
  "role": "Cited-CEO",
  "context": "Aggressive Musk US-coverage 2026 specific target distinct from 243_003 (Uber largest AV 2029), CMQ_051 (Musk 10B humanoids 2040). Couples with ROB_009 (Optimus $30K retail), ROB_010 (watts-are-wealth), ROB_011 (Optimus Mars).",
  "to_year": 2026,
  "conv_cues": "CEO FIRST_PERSON; specific percentage; specific year",
  "direction": "NUMERIC_TARGET",
  "from_year": 2026,
  "timeframe": "by end-2026",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "overdue",
      "weight": 0.05,
      "ordinal": -3,
      "source_id": null,
      "expected_date": "2026-03-09",
      "observed_date": null,
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "overdue",
      "weight": 0.05,
      "ordinal": -2,
      "source_id": null,
      "expected_date": "2026-05-15",
      "observed_date": null,
      "miss_emitted_at": "2026-05-30T22:15:00.756418+00:00",
      "miss_emitted_by": "metadata_milestone_sweep"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q3 window check-in (75%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -1,
      "source_id": null,
      "expected_date": "2026-07-21",
      "observed_date": null
    },
    {
      "kind": "event",
      "label": "'Unsupervised' Tesla Robotaxis will achieve operational capability across 25-50% of the United States by end of 2026 — initial production sl",
      "status": "pending",
      "weight": 1,
      "ordinal": 0,
      "source_id": "AUT_013",
      "expected_date": "2026-09-27",
      "observed_date": null
    }
  ],
  "repeat_eps": 1,
  "sub_domain": "Transport",
  "affiliation": "Tesla",
  "attribution": "FIRST_PERSON",
  "granularity": "YEAR",
  "source_refs": "27, 33, 44, 46, 47",
  "target_date": "2026-12-15T00:00:00",
  "display_date": "2026-09-27",
  "episode_date": "2026-04-22T00:00:00",
  "key_catalyst": "Tesla Robotaxi metro-coverage announcements",
  "parse_method": "YEAR endpoint",
  "domain_bucket": "Auto",
  "episode_title": "Strategic Forecasts and Predictive Frameworks in Artificial Intelligence (2023-2026): Autonomy, AV, eVTOL, Surveillance, Bio-sensing",
  "fault_line_id": "F005, F006",
  "flag_repeated": false,
  "in_5yr_window": true,
  "source_report": "AI Predictions Autonomy AV eVTOL Surveillance.md (2026-04-22)",
  "appears_in_eps": "AUT-RPT",
  "futurist_phase": "Phase 1 (2026)",
  "is_macro_claim": false,
  "total_mentions": 1,
  "priority_weight": 5,
  "ps_cluster_tags": [
    "C8",
    "C9"
  ],
  "report_evidence": "Anchor section: Elon Musk — Global Autonomy/AVs/Singularity.",
  "active_end_month": "2026-12",
  "recent_statement": "Musk Jan 2026 commentary.",
  "watch_events_raw": "Tesla Robotaxi metro launch cadence; unsupervised FSD regulatory approvals",
  "months_from_today": 8,
  "probability_layer": "Lower (speculative)",
  "active_start_month": "2026-01",
  "december_dispersal": {
    "reason": "december_dispersal: domain=Auto/Transport → 10/2026",
    "new_date": "2026-10-31",
    "old_date": "2026-12-31",
    "applied_at": "2026-04-30T16:28:34.304992+00:00"
  },
  "flag_nia_bracketed": false,
  "track_record_grade": "B",
  "track_record_notes": "Musk AV-coverage predictions historically missed by 3-5x timing.",
  "contradicting_notes": "Tesla Robotaxi in ~10-15 US metros by April 2026 covers <5% US geographic area; 25-50% target implies 10x+ expansion in 8 months.",
  "flag_near_term_2027": false,
  "flag_high_conviction": true,
  "milestones_phase2_at": "2026-05-01T18:30:21.224184+00:00",
  "milestones_derived_at": "2026-05-02T03:08:50.525463+00:00",
  "reference_class_match": {
    "top_n": [
      {
        "id": "humanoid_commercial_vo
... (truncated)