'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
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
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
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
>10,000 unit cumulative deployment of humanoid robot SKU within 3 years of debut
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
Milestone chain
- 2026-03-09overdueQ1 window check-in (25%)
- 2026-05-15overdueQ2 window check-in (50%)
- 2026-07-21pendingQ3 window check-in (75%)
No downstream cascades — this prediction is a leaf in the dependency graph.
What if this resolves?
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
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
}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
}Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (24)
Adverse (4)
Prerequisites (7)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| correlate | S_HUMANOID_FACTORY_2026 | Humanoid R1: 10K+ factory units by Nov 2026 | humanoid_deployment | — |
| correlate | S_ROBOTAXI_TESLA_2026 | Tesla FSD unsupervised wide deployment by Nov 2026 | robotaxi_deployment | — |
| correlate | S_ROBOTAXI_MASS_2030 | Robotaxi >10% urban miles by Nov 2030 | robotaxi_deployment | — |
| correlate | S_HUMANOID_CONSUMER_2030 | Humanoid R3: 1M+ consumer by Nov 2030 | humanoid_deployment | — |
| killer | TK08 | Humanoid Capital Collapse (Figure/Apptronik Flop) | — | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK11 | Autonomous Regulatory Block (Level 4 Halt) | — | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Expected milestones (1)
| Expected by | Description | Status |
|---|---|---|
| 2026-12-31 | [Autonomous 2026-12] around $30K vs Waymo cars around $150K [AUT_013] Tesla Robotaxi metro launch cadence; unsupervised FSD regulatory approvals | pending |
Linked documents (10)
Raw metadata
{
"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)