Humanoid robot price will drop to ~$20K-$30K per unit — leased cost ~$500/month for a 24/7 robotic laborer, fundamentally altering physical-labor economics.
Predictor: Brett Adcock
Prediction text
Humanoid robot price will drop to ~$20K-$30K per unit — leased cost ~$500/month for a 24/7 robotic laborer, fundamentally altering physical-labor economics. | Humanoid commercial pricing announcements
Key catalyst: Humanoid commercial pricing announcements
Watch events: Humanoid BOM disclosures; commercial lease/purchase pricing; Tesla Optimus MSRP announcements.
Resolution evidence
Figure 02/03 current BOM ~$70-100K; Tesla Optimus targeting $20-30K initial price; scale economics assumed.
Predictor: Brett Adcock
Calibration plot (stated vs observed)
Evidence about this node from Brett Adcock 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
- 2026-03-10overdueQ1 window check-in (25%)
- 2026-05-18overdueQ2 window check-in (50%)
- 2026-07-26pendingQ3 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": 0.5497684922277138,
"kappa": 0.7727,
"base_rate": 0.1,
"predictor": "Brett Adcock",
"total_llr": -0.4054651081081644,
"grace_days": 7,
"bayesian_v2": true,
"prior_logit": -0.3563560001041845,
"bayes_factor": "1.4:1 against",
"blend_reason": "blend 61% inside / 38% outside (TRF=0.550, base_rate=0.100 from humanoid_commercial_volume)",
"inside_prior": 0.4118419608877138,
"kappa_source": "predictor_table",
"n_milestones": 1,
"blend_applied": true,
"contributions": [
{
"llr": -0.4054651081081644,
"kind": "quartile_checkpoint",
"kappa": 0.7727,
"label": "Q2 window check-in (50%)",
"weight": 0.05,
"strength": "weak",
"confidence": null,
"source_url": null,
"adjusted_llr": -0.31330288903517867,
"expected_date": "2026-05-18",
"measurement_criterion": null
}
],
"evidence_kind": "metadata_milestone_miss_sweep",
"inside_source": "history_v2",
"inside_weight": 0.6151620554406003,
"outside_weight": 0.3848379445593997,
"posterior_prob": 0.22140039408926465,
"posterior_logit": -0.6696588891393631,
"predictor_brier": 0.00405,
"inside_posterior": 0.338573225432707,
"blended_posterior": 0.22140039408926465,
"reference_class_id": "humanoid_commercial_volume",
"total_adjusted_llr": -0.31330288903517867,
"predictor_n_resolved": 6
}Raw metadata
{
"trf": 0.5766698637873985,
"kappa": 0.7727,
"base_rate": 0.1,
"predictor": "Brett Adcock",
"total_llr": 1.6094379124341,
"bayesian_v2": true,
"prior_logit": -0.4312560101714709,
"bayes_factor": "3.5:1 favoring",
"blend_reason": "blend 60% inside / 40% outside (TRF=0.577, base_rate=0.100 from humanoid_commercial_volume)",
"inside_prior": 0.3938264478543537,
"kappa_source": "predictor_table",
"blend_applied": true,
"contributions": [
{
"llr": 1.6094379124341,
"kappa": 0.7727,
"label": "1X NEO priced at exactly $20K + $499/mo - bullseye on Brett Adcock's price-point prediction.",
"adjusted_llr": 1.243612674937829
}
],
"evidence_kind": "intake_event_update",
"inside_source": "history_v2",
"inside_weight": 0.596331095348821,
"outside_weight": 0.403668904651179,
"posterior_prob": 0.4007075863023042,
"evidence_origin": "daily_intake",
"llm_suggestions": [
{
"polarity": "corroborates",
"status_change": "unchanged",
"evidence_strength": "strong",
"delta_prob_suggestion": 0.07
}
],
"posterior_logit": 0.8123566647663585,
"predictor_brier": 0.00405,
"evidence_doc_ids": [],
"inside_posterior": 0.6926114677881242,
"blended_posterior": 0.4007075863023042,
"reference_class_id": "humanoid_commercial_volume",
"total_adjusted_llr": 1.243612674937829,
"predictor_n_resolved": 6
}Raw metadata
{
"trf": 0.6338685427014515,
"kappa": 0.7727,
"base_rate": 0.1,
"predictor": "Brett Adcock",
"total_llr": -0.4054651081081644,
"grace_days": 7,
"bayesian_v2": true,
"prior_logit": -0.20067069546215124,
"bayes_factor": "1.4:1 against",
"blend_reason": "blend 55% inside / 44% outside (TRF=0.634, base_rate=0.100 from humanoid_commercial_volume)",
"inside_prior": 0.45,
"kappa_source": "predictor_table",
"n_milestones": 1,
"blend_applied": true,
"contributions": [
{
"llr": -0.4054651081081644,
"kind": "quartile_checkpoint",
"kappa": 0.7727,
"label": "Q1 window check-in (25%)",
"weight": 0.05,
"strength": "weak",
"confidence": null,
"source_url": null,
"adjusted_llr": -0.31330288903517867,
"expected_date": "2026-03-10",
"measurement_criterion": null
}
],
"evidence_kind": "metadata_milestone_miss_sweep",
"inside_source": "history_v2",
"inside_weight": 0.5562920201089838,
"outside_weight": 0.4437079798910162,
"posterior_prob": 0.22082838150767423,
"posterior_logit": -0.5139735844973299,
"predictor_brier": 0.00405,
"inside_posterior": 0.3742624875201742,
"blended_posterior": 0.22082838150767423,
"reference_class_id": "humanoid_commercial_volume",
"total_adjusted_llr": -0.31330288903517867,
"predictor_n_resolved": 6
}Network propagation neighbors
No propagation data yet. Run inference/.venv/bin/python scripts/ops/run_loopy_belief_propagation.py on the droplet, or wait for the Sunday 02:00 UTC weekly cron.
Ticker exposure
Beneficiaries (22)
Adverse (3)
Prerequisites (2)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| correlate | S_HUMANOID_ENTERPRISE_2028 | Humanoid R2: 100K+ enterprise by Nov 2028 | humanoid_deployment | — |
| correlate | S_HUMANOID_CONSUMER_2030 | Humanoid R3: 1M+ consumer by Nov 2030 | humanoid_deployment | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Linked documents (2)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.550 | codex_research_pack | 1X - NEO Factory in Hayward with Consumer Shipments Planned for 2026 | — | corroborates | pending | 2026-04-30 |
| 0.550 | codex_research_pack | 1X - NEO's Starting to Learn On Its Own | — | corroborates | pending | 2026-01-12 |
Raw metadata
{
"nia": false,
"qty": "~$20-30K / ~$500/mo",
"mode": "FORECAST",
"role": "Guest-CEO",
"caveats": "Price-point assumes production scale + BOM cost curve reaches consumer-auto equivalents.",
"context": "Economic unlock point: $500/month lease vs $3-5K/month human laborer at minimum wage + benefits.",
"to_year": 2030,
"conv_cues": "specific price point; CEO",
"direction": "NUMERIC_TARGET",
"from_year": 2026,
"timeframe": "by 2030",
"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": "2026-03-10",
"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": "2026-05-18",
"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": "2026-07-26",
"observed_date": null
},
{
"kind": "event",
"label": "Humanoid robot price will drop to ~$20K-$30K per unit — leased cost ~$500/month for a 24/7 robotic laborer, fundamentally altering physical-",
"status": "pending",
"weight": 1,
"ordinal": 0,
"source_id": "CMQ_052",
"expected_date": "2026-10-03",
"observed_date": null
}
],
"repeat_eps": 1,
"affiliation": "Figure AI",
"attribution": "FIRST_PERSON",
"granularity": "YEAR",
"source_refs": "36, 37",
"target_date": "2029-01-15T00:00:00",
"display_date": "2026-10-03",
"episode_date": "2026-04-21T00:00:00",
"key_catalyst": "Humanoid commercial pricing announcements",
"parse_method": "Report midpoint",
"domain_bucket": "Robotics",
"episode_title": "The Global Architecture of Machine Intelligence: Exhaustive Synthesis of AI Compute, Memory & Quantum Predictions (2023-2026)",
"fault_line_id": "F005",
"flag_repeated": false,
"in_5yr_window": true,
"source_report": "AI_Chip__Compute__Memory__Quantum_Predictions.md (2026-04-21)",
"appears_in_eps": "CMQ-RPT",
"futurist_phase": "Phase 3 (2029-2030)",
"is_macro_claim": false,
"total_mentions": 1,
"priority_weight": 5,
"ps_cluster_tags": [
"C8"
],
"report_evidence": "$500/mo unit economics = the trigger for mass deployment in manufacturing, logistics, elder care.",
"active_end_month": "2026-12",
"recent_statement": "Adcock 2026 public statements reaffirm $20-30K end-state pricing.",
"watch_events_raw": "Humanoid BOM disclosures; commercial lease/purchase pricing; Tesla Optimus MSRP announcements.",
"months_from_today": 33,
"probability_layer": "Medium",
"active_start_month": "2026-01",
"december_dispersal": {
"reason": "december_dispersal: domain=Robotics → 11/2026",
"new_date": "2026-11-30",
"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": "Adcock / Figure execution track record: 3 robot generations in 3.5 years; BMW validated. Track record <5y; billion-humanoid claim untestable near-term.",
"contradicting_notes": "Tesla Optimus targets have slipped repeatedly; industry first-gen pricing typically 2-3x long-run cost.",
"flag_near_term_2027": false,
"flag_high_conviction": true,
"milestones_phase2_at": "2026-05-01T18:30:21.236381+00:00",
"milestones_derived_at": "2026-05-02T03:08:50.676650+00:00",
"reference_class_match": {
"top_n": [
{