Figure expects to hire a small handful of lead customers rather than broad distribution over next 6-12 months.
Predictor: Brett Adcock · ep#229 "The Humanoid Takeover: $50T Market, Figure's Full Body Autonomy, and Robots in Dorms #229" · source
Prediction text
Figure expects to hire a small handful of lead customers rather than broad distribution over next 6-12 months. | Um we really want to be like kind of allin with a smaller group of customers and really uh spend time with them uh integrate well into their facilities and you know do well.
Watch events: Figure 03 shipment volume; BMW, 2nd customer deployment count
Verbatim quote
Um we really want to be like kind of allin with a smaller group of customers and really uh spend time with them uh integrate well into their facilities and you know do well.
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
- 2026-02-27hitBMW Spartanburg integration crosses 30,000-vehicle production support milestone (Figure 02 in active body shop)How: BMW Group press release or AMS coverage confirming Figure 02 supported ≥30,000 X3 production with documented operating hoursSource: deep_research_enrichedconf 95%
- 2026-06-01 → 2026-08-31pendingBMW Plant Leipzig pilot phase begins (first European Physical AI deployment)How: BMW press release confirming live pilot of Figure (or Figure-class humanoid) at Leipzig plant in production capacity, distinct from December 2025 lab test and April 2026 test deploymentSource: deep_research_enrichedconf 80%
- 2026-04-01 → 2026-12-31pendingSecond named industrial customer disclosed (beyond BMW; UPS / Fortune-100 manufacturer / 3PL)How: Figure or partner press release naming new commercial customer with paid deployment, not pilot LOISource: deep_research_enrichedconf 60%
- 2026-12-31pendingFigure customer roster remains in single digits (lead-customer concentration check)How: Public Figure customer list / reporting shows ≤ ~5-8 named commercial customers, consistent with lead-customer rather than broad-distribution thesisSource: deep_research_enrichedconf 60%
- 2027-02-01 → 2027-08-31pendingFigure announces broad-distribution shift OR retains lead-customer model (resolution check)How: Figure CEO public statement or 10-K-style disclosure confirming whether company is still in lead-customer phase or moved to broad commercial distributionSource: deep_research_enrichedconf 50%
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
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 | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.500 | +0.054 |
| killer | TK01 AGI Capability Plateau (2026-27 Training Stall) | 15.0% | 0.050 | 0.500 | +0.031 |
| prereq | SEM_042 2025 will be the definitive year that agentic systems finall — Kevin Weil | 73.8% | 0.500 | 0.050 | -0.024 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.500 | 0.050 | -0.017 |
| prereq | SEM_008 Training runs costing $10 billion for a single model will co — Dario Amodei | 76.9% | 0.500 | 0.050 | -0.009 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 241_043 ASI will arrive within 2 years to 5 years to this next decad — Peter Diamandis | 35.9% | 0.650 | 0.050 | -0.064 |
| prereq | CMQ_002 By 2028, AI systems will reach 'independent researcher' leve — Sam Altman | 31.4% | 0.550 | 0.050 | -0.060 |
| prereq | 235_030 Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203 — Ray Kurzweil | 39.2% | 0.750 | 0.050 | -0.057 |
| prereq | 232_055 We're exiting the industrial age permanently as recursive se — Peter Diamandis | 35.5% | 0.700 | 0.050 | -0.040 |
| prereq | SEM_034 True artificial general intelligence will be achieved betwee — Demis Hassabis | 28.7% | 0.550 | 0.050 | -0.033 |
Ticker exposure
Beneficiaries (23)
Adverse (6)
Prerequisites (7)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 238_009 | Recursive self-improvement is already happening now (no longer three years out) | AI | — |
| prereq | SEM_008 | Training runs costing $10 billion for a single model will commence sometime in 2025. | AI | — |
| prereq | SEM_042 | 2025 will be the definitive year that agentic systems finally hit the mainstream. | AI/Agents | — |
| prereq | SEM_012 | Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering. | AI/Manufacturing | — |
| killer | TK14 | Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates) | — | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 235_030 | Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. | Biotech/Longevity | — |
| prereq | 232_055 | We're exiting the industrial age permanently as recursive self-improvement unfolds. | AI | — |
| prereq | 241_043 | ASI will arrive within 2 years to 5 years to this next decade | AI | — |
| prereq | CMQ_002 | By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human intervention. | AI | — |
| prereq | SEM_034 | True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve everything else'. | AI/AGI | — |
Linked documents (2)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.595 | manifold | Will MNX hire a backend developer before Manifest? | 26% | mentions | pending | 2026-04-30 |
| 0.568 | manifold | Days I'll create a market in June? | — | mentions | pending | 2026-06-02 |
Raw metadata
{
"nia": false,
"qty": "small group of customers",
"url": "https://www.youtube.com/watch?v=S_fXhVT67Uw",
"mode": "PREDICTION",
"role": "Guest-CEO",
"context": "Um we really want to be like kind of allin with a smaller group of customers and really uh spend time with them uh integrate well into their facilities",
"to_year": 2027,
"verbatim": "Um we really want to be like kind of allin with a smaller group of customers and really uh spend time with them uh integrate well into their facilities and you know do well.",
"conv_cues": "really want to",
"direction": "HAPPEN",
"from_year": 2026,
"timeframe": "next 6-12 months",
"conv_level": "MEDIUM",
"milestones": [
{
"kind": "llm_pre_event",
"label": "BMW Spartanburg integration crosses 30,000-vehicle production support milestone (Figure 02 in active body shop)",
"source": "deep_research_enriched",
"status": "hit",
"weight": 0.4,
"ordinal": -8,
"source_id": null,
"confidence": 0.95,
"source_url": "https://www.press.bmwgroup.com/global/article/detail/T0455864EN/bmw-group-to-deploy-humanoid-robots-in-production-in-germany-for-the-first-time?language=en",
"expected_date": "2026-02-27",
"observed_date": "2026-02-27",
"research_origin": "deep_research",
"measurement_criterion": "BMW Group press release or AMS coverage confirming Figure 02 supported ≥30,000 X3 production with documented operating hours"
},
{
"kind": "prereq",
"label": "Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) a",
"status": "hit",
"weight": 0.5,
"ordinal": -7,
"source_id": "SEM_012",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Training runs costing $10 billion for a single model will commence sometime in 2025.",
"status": "hit",
"weight": 0.5,
"ordinal": -6,
"source_id": "SEM_008",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "2025 will be the definitive year that agentic systems finally hit the mainstream.",
"status": "hit",
"weight": 0.5,
"ordinal": -5,
"source_id": "SEM_042",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Recursive self-improvement is already happening now (no longer three years out)",
"status": "hit",
"weight": 0.5,
"ordinal": -4,
"source_id": "238_009",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "llm_pre_event",
"label": "BMW Plant Leipzig pilot phase begins (first European Physical AI deployment)",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -3,
"source_id": null,
"confidence": 0.8,
"source_url": "https://www.bmwgroup.com/en/news/general/2026/humanoid-robot-in-leipzig.html",
"expected_date": "2026-07-16",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2026-08-31",
"from": "2026-06-01"
},
"measurement_criterion": "BMW press release confirming live pilot of Figure (or Figure-class humanoid) at Leipzig plant in production capacity, distinct from December 2025 lab test and April 2026 test deployment"
},
{
"kind": "llm_pre_event",
"label": "Second named industrial customer disclosed (beyond BMW; UPS / Fortune-100 manufacturer / 3PL)",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -2,
"source_id": null,
"confidence": 0.6,
"source_url": "https://research.contrary.com/company/figure",
"expected_date": "2026-08-16",
"research_origin": "deep_
... (truncated)