Humanoid robots total addressable market by 2040: lower bound 1 billion units (exceeding cars on Earth); upper bound 10+ billion units.
Predictor: Brett Adcock / Elon Musk / Vinod Khosla
Prediction text
Humanoid robots total addressable market by 2040: lower bound 1 billion units (exceeding cars on Earth); upper bound 10+ billion units. | Humanoid unit-cost curve < $30K; BMW/Mercedes commercial deployments
Key catalyst: Humanoid unit-cost curve < $30K; BMW/Mercedes commercial deployments
Watch events: Figure / Tesla / 1X / Apptronik annual shipment data; humanoid unit-economics trajectory.
Resolution evidence
Figure AI $675M Series B 2024; BMW partnership active; Tesla Optimus V3 targeting 1M+ units/yr by 2030.
Predictor: Brett Adcock / Elon Musk / Vinod Khosla
Evidence about this node from Brett Adcock / Elon Musk / Vinod Khosla 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
- 2040-02-20pendingQ1 window check-in (25%)
- 2040-04-10pendingQ2 window check-in (50%)
- 2040-05-30pendingQ3 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
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 (4)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| correlate | S_HUMANOID_ENTERPRISE_2028 | Humanoid R2: 100K+ enterprise by Nov 2028 | humanoid_deployment | — |
| correlate | S_HUMANOID_FACTORY_2026 | Humanoid R1: 10K+ factory units by Nov 2026 | humanoid_deployment | — |
| correlate | S_HUMANOID_CONSUMER_2030 | Humanoid R3: 1M+ consumer by Nov 2030 | humanoid_deployment | — |
| correlate | S_HUMANOID_MASS_2033 | Humanoid R4: 10M+ cumulative by Dec 2033 | humanoid_deployment | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Linked documents (9)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.621 | arxiv | Height Control and Optimal Torque Planning for Jumping With Wheeled-Bipedal Robots | — | mentions | pending | 2026-05-05 |
| 0.613 | gdelt | 1256561.html | — | mentions | pending | 2026-04-30 |
| 0.590 | edgar_8k | EKSO BIONICS HOLDINGS, INC. (EKSO) (CIK 0001549084) | — | mentions | pending | 2026-05-04 |
| 0.579 | edgar_8k | Serve Robotics Inc. /DE/ (SERV) (CIK 0001832483) | — | mentions | pending | 2026-05-11 |
| 0.570 | edgar_8k | RICHTECH ROBOTICS INC. (RR) (CIK 0001963685) | — | mentions | pending | 2026-06-03 |
| 0.561 | edgar_8k | Cerebras Systems Inc. (CBRS) (CIK 0002021728) | — | mentions | pending | 2026-05-15 |
| 0.555 | edgar_8k | Planet Labs PBC (PL) (CIK 0001836833) | — | mentions | pending | 2026-05-04 |
| 0.555 | edgar_8k | Planet Labs PBC (PL) (CIK 0001836833) | — | mentions | pending | 2026-06-04 |
| 0.555 | edgar_8k | Planet Labs PBC (PL) (CIK 0001836833) | — | mentions | pending | 2026-06-05 |
Raw metadata
{
"nia": false,
"qty": "1-10B+ units",
"mode": "FORECAST",
"role": "Guest-CEO",
"caveats": "TAM sensitive to price-point curve, labor-substitution pace, regulatory regime.",
"context": "Adcock synthesis of industry-leader predictions; implies humanoid market dwarfs automotive by orders of magnitude.",
"to_year": 2040,
"conv_cues": "range with lower+upper; industry consensus",
"direction": "NUMERIC_TARGET",
"from_year": 2040,
"timeframe": "by 2040",
"conv_level": "HIGH",
"milestones": [
{
"kind": "scenario_signal",
"label": "Scenario fires: Humanoid R3: 1M+ consumer by Nov 2030",
"status": "pending",
"weight": 0.7,
"ordinal": -5,
"source_id": "S_HUMANOID_CONSUMER_2030",
"expected_date": "2030-11-30",
"observed_date": null
},
{
"kind": "scenario_signal",
"label": "Scenario fires: Humanoid R4: 10M+ cumulative by Dec 2033",
"status": "pending",
"weight": 0.7,
"ordinal": -4,
"source_id": "S_HUMANOID_MASS_2033",
"expected_date": "2033-12-31",
"observed_date": null
},
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "pending",
"weight": 0.05,
"ordinal": -3,
"source_id": null,
"expected_date": "2040-02-20",
"observed_date": null
},
{
"kind": "quartile_checkpoint",
"label": "Q2 window check-in (50%)",
"status": "pending",
"weight": 0.05,
"ordinal": -2,
"source_id": null,
"expected_date": "2040-04-10",
"observed_date": null
},
{
"kind": "quartile_checkpoint",
"label": "Q3 window check-in (75%)",
"status": "pending",
"weight": 0.05,
"ordinal": -1,
"source_id": null,
"expected_date": "2040-05-30",
"observed_date": null
},
{
"kind": "event",
"label": "Humanoid robots total addressable market by 2040: lower bound 1 billion units (exceeding cars on Earth); upper bound 10+ billion units.",
"status": "pending",
"weight": 1,
"ordinal": 0,
"source_id": "CMQ_051",
"expected_date": "2040-07-20",
"observed_date": null
}
],
"repeat_eps": 1,
"affiliation": "Figure AI / Tesla / Khosla Ventures",
"attribution": "FIRST_PERSON",
"granularity": "YEAR",
"source_refs": "36",
"target_date": "2040-01-15T00:00:00",
"display_date": "2040-07-20",
"episode_date": "2026-04-21T00:00:00",
"key_catalyst": "Humanoid unit-cost curve < $30K; BMW/Mercedes commercial deployments",
"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": false,
"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": 4,
"ps_cluster_tags": [
"C8"
],
"report_evidence": "1B-10B humanoid TAM = largest single new manufactured category in history if realized.",
"active_end_month": "2040-12",
"recent_statement": "Adcock 2026 interviews; Musk Optimus comments continue to reinforce billion-unit range.",
"watch_events_raw": "Figure / Tesla / 1X / Apptronik annual shipment data; humanoid unit-economics trajectory.",
"months_from_today": 165,
"probability_layer": "Lower (long-tail)",
"active_start_month": "2040-01",
"december_dispersal": {
"reason": "december_dispersal: domain=Robotics → 09/2040",
"new_date": "2040-09-30",
"old_date": "2040-12-31",
"applied_at": "2026-04-30T16:28:34.304992+00:00"
},
"flag_nia_bracketed": false,
"track_record_grade": "B",
"track_record_notes": "Long-dated TAM estimates unfalsifiable in near term; directional consensus of
... (truncated)