Figure AI valuation has eclipsed $39 billion by early 2026 — surpassing SpaceX's 2020 valuation — backed by concentrated collective capital of the AI hardware-software industry (Microsoft, NVIDIA, OpenAI), signaling industry-wide belief that humanoid r...
Predictor: Brett Adcock
Prediction text
Figure AI valuation has eclipsed $39 billion by early 2026 — surpassing SpaceX's 2020 valuation — backed by concentrated collective capital of the AI hardware-software industry (Microsoft, NVIDIA, OpenAI), signaling industry-wide belief that humanoid robotics is the next trillion-dollar platform layer. | First humanoid-robotics IPO or $100B+ valuation round
Key catalyst: First humanoid-robotics IPO or $100B+ valuation round
Watch events: Figure next funding round; humanoid-robotics public listings
Resolution evidence
Figure AI Series C 2025, Series D 2026 at $39.5B; MS / NVIDIA / OpenAI participation documented.
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
- 2026-01-30overdueQ1 window check-in (25%)
- 2026-03-01overdueQ2 window check-in (50%)
- 2026-03-30overdueQ3 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
{
"source": "backfill_resolution_history.py",
"status": "hit",
"bayesian_v2": false,
"outcome_prob": 1,
"evidence_kind": "resolution_terminal",
"posterior_prob": 1,
"delta_to_outcome": 0.27908,
"inside_posterior": 0.72092,
"validation_notes": "Figure AI Series C 2025, Series D 2026 at $39.5B; MS / NVIDIA / OpenAI participation documented.",
"validation_status": "hit",
"pre_resolution_prob": 0.72092,
"resolution_evidence": "Figure AI Series C 2025, Series D 2026 at $39.5B; MS / NVIDIA / OpenAI participation documented.",
"does_not_update_current_prob": true
}Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| killer | TK06 China-Taiwan Military Conflict | 8.0% | 0.050 | 0.950 | +0.190 |
| killer | TK02 AI Compute Supply Shock (TSMC/Taiwan Disruption) | 12.0% | 0.050 | 0.950 | +0.154 |
| killer | TK15 SpaceX Starship Catastrophic Failure | 12.0% | 0.050 | 0.950 | +0.154 |
| killer | TK08 Humanoid Capital Collapse (Figure/Apptronik Flop) | 22.0% | 0.050 | 0.950 | +0.064 |
| killer | TK09 Energy Grid Cap (Data Center Power Wall) | 35.0% | 0.050 | 0.950 | -0.053 |
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (24)
Adverse (3)
Prerequisites (9)
| 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 | — |
| killer | TK09 | Energy Grid Cap (Data Center Power Wall) | — | — |
| killer | TK08 | Humanoid Capital Collapse (Figure/Apptronik Flop) | — | — |
| killer | TK15 | SpaceX Starship Catastrophic Failure | — | — |
| killer | TK02 | AI Compute Supply Shock (TSMC/Taiwan Disruption) | — | — |
| killer | TK06 | China-Taiwan Military Conflict | — | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Validations (1)
| Observed at | Status | By | Notes |
|---|---|---|---|
| 2026-04-29 | hit | thesis_timeline_v1.0_import | Figure AI Series C 2025, Series D 2026 at $39.5B; MS / NVIDIA / OpenAI participation documented. |
Linked documents (10)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.696 | arxiv | A Framework for Graph-Conditioned Hierarchical Shapley Attribution in Patent Valuation | — | mentions | pending | 2026-06-01 |
| 0.673 | gdelt | big tech earnings microsoft ai investment capex plan 2026 4 | — | mentions | pending | 2026-04-30 |
| 0.650 | gdelt | google ai deal pentagon.html | — | mentions | pending | 2026-04-30 |
| 0.649 | gdelt | amazon chipmaker sell trainium ai chips nvidia 2026 4 | — | mentions | pending | 2026-04-30 |
| 0.596 | gdelt | dow jones top company headlines at 9 pm et softbank plots ipo for new robotics venture google | — | mentions | pending | 2026-04-30 |
| 0.592 | edgar_8k | RICHTECH ROBOTICS INC. (RR) (CIK 0001963685) | — | mentions | pending | 2026-06-03 |
| 0.588 | edgar_8k | EKSO BIONICS HOLDINGS, INC. (EKSO) (CIK 0001549084) | — | mentions | pending | 2026-05-04 |
| 0.585 | edgar_8k | Roblox Corp (RBLX) (CIK 0001315098) | — | mentions | pending | 2026-05-29 |
| 0.582 | arxiv | AnchorD: Metric Grounding of Monocular Depth Using Factor Graphs | — | mentions | pending | 2026-05-04 |
| 0.579 | edgar_8k | ONTO INNOVATION INC. (ONTO) (CIK 0000704532) | — | mentions | pending | 2026-05-18 |
Raw metadata
{
"nia": false,
"qty": "$39B valuation",
"mode": "OBSERVATION+FORECAST",
"role": "Cited-CEO",
"context": "Distinct from 229_xx Figure roadmap (intrinsic capability claims). Valuation/capital-concentration observation with forward implications. Couples with INF_025 (100K robots by 2029).",
"to_year": 2026,
"conv_cues": "specific valuation; specific historical benchmark (2020 SpaceX)",
"direction": "UP",
"from_year": 2026,
"timeframe": "2026 ongoing",
"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": "2026-01-30",
"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": "2026-03-01",
"observed_date": null,
"miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
"miss_emitted_by": "metadata_milestone_sweep"
},
{
"kind": "quartile_checkpoint",
"label": "Q3 window check-in (75%)",
"status": "overdue",
"weight": 0.05,
"ordinal": -1,
"source_id": null,
"expected_date": "2026-03-30",
"observed_date": null,
"miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
"miss_emitted_by": "metadata_milestone_sweep"
},
{
"kind": "event",
"label": "Figure AI valuation has eclipsed $39 billion by early 2026 — surpassing SpaceX's 2020 valuation — backed by concentrated collective capital ",
"status": "hit",
"weight": 1,
"ordinal": 0,
"source_id": "CYB_018",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
}
],
"repeat_eps": 1,
"affiliation": "Figure AI",
"attribution": "CITED",
"granularity": "YEAR",
"resolved_at": "2026-04-29T22:23:18.239017+00:00",
"source_refs": "30",
"target_date": "2026-06-15T00:00:00",
"display_date": "2026-04-29",
"episode_date": "2026-04-21T00:00:00",
"key_catalyst": "First humanoid-robotics IPO or $100B+ valuation round",
"parse_method": "Current-state observation",
"domain_bucket": "Robotics",
"episode_title": "Convergence of Synthetic Cognition: Agents, Memory, Commerce & Cybersecurity (2023-2026)",
"fault_line_id": "F003, F007",
"flag_repeated": false,
"in_5yr_window": true,
"source_report": "AI Cyber and Memory Predictions Request.md (2026-04-21)",
"appears_in_eps": "CYB-RPT",
"futurist_phase": "Phase 1 (2026)",
"is_macro_claim": false,
"total_mentions": 1,
"priority_weight": 4,
"ps_cluster_tags": [
"C2",
"C3",
"C5",
"C7",
"C8"
],
"report_evidence": "Anchor section: General-Purpose Humanoid Robotics.",
"active_end_month": "2026-12",
"recent_statement": "Figure AI Medium coverage 2026.",
"watch_events_raw": "Figure next funding round; humanoid-robotics public listings",
"months_from_today": 2,
"probability_layer": "Higher (in-flight)",
"active_start_month": "2026-01",
"december_dispersal": {
"reason": "december_dispersal: domain=Robotics → 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,
"resolved_at_source": "validations_observed_at",
"track_record_grade": "A",
"track_record_notes": "Figure valuation confirmed by multiple funding rounds.",
"contradicting_notes": "Valuation subject to market cycle; dot-com parallels per Cuban (CYB_027).",
"flag_near_term_2027": false,
"flag_high_conviction": true,
"milestones_derived_at": "2026-05-02T03:08:50.772946+00:00",
"reference_class_match": {
"top_n": [
{
"id": "humanoid_commercial_volume",