← Cockpit
CYB_018predictionRoboticsFigure-39B-valuation

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

Prior probability
95.0%
Current probability
68.8%
evolves via intake + LBP
Conviction
5/5
Signal quality
B
Resolution
hit
Window
2026-01-01 – 2026-10-31
Edges in / out
9 / 0
Tickers exposed
36

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

Status: hit

Figure AI Series C 2025, Series D 2026 at $39.5B; MS / NVIDIA / OpenAI participation documented.

Predictor: Brett Adcock

κ + Brier as of 2026-05-22
κ (discount)
0.773
Brier
0.0040
excellent
Hits / Misses
5 / 0
of 6 resolved
Hit rate
83.3%
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

Linked via embedding similarity 0.714

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

Base rate
10.0%
0/3 historical
Inside weight
Outside weight
no pull
inside 68.8% → blend 68.8% 0.0pp)

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

7 prob_history rows
0%25%50%75%100%prior 95%2026-04-292026-04-302026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 68.8%

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: 3 overdue ⏱
  1. 2026-01-30overdueQ1 window check-in (25%)
  2. 2026-03-01overdueQ2 window check-in (50%)
  3. 2026-03-30overdueQ3 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: 69%)

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
LBP2026-05-10T02:00:02Z68.8%-1.1pp
Network propagation: 69.9% → 68.8%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z69.9%-2.2pp
Network propagation: 72.1% → 69.9%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z72.1%+9.2pp
Network propagation: 62.9% → 72.1%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
legacy v12026-04-30T16:13:50Z62.9%-9.1pp
reference_class_assigned bayesian_v2 inside=0.950 blend=0.629 w_in=0.53 humanoid_commercial_volume
LBP2026-04-30T02:18:57Z72.0%+9.3pp
Network propagation: 62.8% → 72.0%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef
legacy v12026-04-30T01:56:50Z62.8%-32.2pp
reference_class_assigned bayesian_v2 inside=0.950 blend=0.628 w_in=0.53 humanoid_commercial_volume
resolution_terminal2026-04-29T22:23:18Z100.0%+27.9pp
resolution_terminal hit outcome=1.0 pre_resolution=0.721
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 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
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.950+0.190
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.950+0.154
killerTK15
SpaceX Starship Catastrophic Failure
12.0%0.0500.950+0.154
killerTK08
Humanoid Capital Collapse (Figure/Apptronik Flop)
22.0%0.0500.950+0.064
killerTK09
Energy Grid Cap (Data Center Power Wall)
35.0%0.0500.950-0.053

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

36 ticker(s) linked

Beneficiaries (24)

AMBAARMDOCNNBISALABIRENAITSMCEVASITMCRWVNVDAINTCAMDANETAVGOCSCODELLGOOGLLNVGYMRVLNXPIQCOMSIEGY

Adverse (3)

KFYRHIMAN

Prerequisites (9)

Predictions that must hit first
TypePredTitleDomainLag
correlateS_HUMANOID_ENTERPRISE_2028Humanoid R2: 100K+ enterprise by Nov 2028humanoid_deployment
correlateS_HUMANOID_FACTORY_2026Humanoid R1: 10K+ factory units by Nov 2026humanoid_deployment
correlateS_HUMANOID_CONSUMER_2030Humanoid R3: 1M+ consumer by Nov 2030humanoid_deployment
correlateS_HUMANOID_MASS_2033Humanoid R4: 10M+ cumulative by Dec 2033humanoid_deployment
killerTK09Energy Grid Cap (Data Center Power Wall)
killerTK08Humanoid Capital Collapse (Figure/Apptronik Flop)
killerTK15SpaceX Starship Catastrophic Failure
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)
killerTK06China-Taiwan Military Conflict

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Validations (1)

Resolution events
Observed atStatusByNotes
2026-04-29hitthesis_timeline_v1.0_importFigure AI Series C 2025, Series D 2026 at $39.5B; MS / NVIDIA / OpenAI participation documented.

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.696arxivA Framework for Graph-Conditioned Hierarchical Shapley Attribution in Patent Valuationmentionspending2026-06-01
0.673gdeltbig tech earnings microsoft ai investment capex plan 2026 4mentionspending2026-04-30
0.650gdeltgoogle ai deal pentagon.htmlmentionspending2026-04-30
0.649gdeltamazon chipmaker sell trainium ai chips nvidia 2026 4mentionspending2026-04-30
0.596gdeltdow jones top company headlines at 9 pm et softbank plots ipo for new robotics venture googlementionspending2026-04-30
0.592edgar_8kRICHTECH ROBOTICS INC. (RR) (CIK 0001963685)mentionspending2026-06-03
0.588edgar_8kEKSO BIONICS HOLDINGS, INC. (EKSO) (CIK 0001549084)mentionspending2026-05-04
0.585edgar_8kRoblox Corp (RBLX) (CIK 0001315098)mentionspending2026-05-29
0.582arxivAnchorD: Metric Grounding of Monocular Depth Using Factor Graphsmentionspending2026-05-04
0.579edgar_8kONTO INNOVATION INC. (ONTO) (CIK 0000704532)mentionspending2026-05-18

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "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",