Figure will not differentiate by vertical form factor—general-purpose humanoid is the bet.
Predictor: Brett Adcock · ep#229 "The Humanoid Takeover: $50T Market, Figure's Full Body Autonomy, and Robots in Dorms #229" · source
Prediction text
Figure will not differentiate by vertical form factor—general-purpose humanoid is the bet. | I think you're left with like very expensive equipment that's very siloed. Like you really want to build a general purpose machine that can uh that can learn across a variety of different tasks... So my view is um I think just it'll be like humanoid robots on humanoid robots everywhere in the planet.
Watch events: Figure 03 shipment volume; BMW, 2nd customer deployment count
Verbatim quote
I think you're left with like very expensive equipment that's very siloed. Like you really want to build a general purpose machine that can uh that can learn across a variety of different tasks... So my view is um I think just it'll be like humanoid robots on humanoid robots everywhere in the planet.
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
- 2025-10-31hitFigure unveils Figure 03 third-gen general-purpose humanoidHow: Figure publicly launches Figure 03 humanoid framed as a general-purpose, mass-manufacturable platform (not vertical-specific)Source: https://www.figure.ai/news/production-at-bmwconf 99%Notes: HIT — F.03 launched October 2025; F.02 retired. Explicitly general-purpose architecture per Figure messaging.
- 2025-12-31hitFigure 02 contributes to >30K-car BMW production milestoneHow: Figure announces F.02 humanoids contributed to >=30,000 vehicles produced at BMW SpartanburgSource: https://www.figure.ai/news/production-at-bmwconf 99%Notes: HIT — 30K X3 cars, 1,250 hours, 90K+ components moved — documented at figure.ai/news.
- 2025-12-31hitBMW deploys non-Figure humanoid (AEON, wheeled) at LeipzigHow: BMW deploys non-Figure humanoid (Hexagon AEON or competitor) at Leipzig plant in production environmentSource: https://www.bmwgroup.com/en/news/general/2026/humanoid-robot-in-leipzig.htmlconf 99%Notes: PARTIAL CONTRADICTION — BMW chose AEON (wheeled, vertical-specific high-voltage battery work) at Leipzig, not Figure's general-purpose humanoid. Mild evidence against Adcock's general-purpose-only-bet thesis.
- 2026-04-15hitFigure 03 production crosses 1 robot per hour at BotQHow: Figure achieves 1 F.03 robot/hour throughput (24x March 2026 baseline of 1/day)Source: https://www.humanoidsdaily.com/news/24x-throughput-figure-scales-manufacturing-to-one-robot-per-hourconf 99%
- 2026-04-30hitFigure 03 production hits 1/hour at BotQ — 24x throughput in 120 daysHow: Figure publicly reports BotQ producing ≥1 Figure 03 per hour, ≥350 cumulative units shippedSource: https://www.figure.ai/news/ramping-figure-03-productionconf 95%Notes: HIT — Figure 03 throughput now 1/hour, >350 units shipped
- 2026-09-30pendingFigure shipments doubling monthly — reach ≥500/monthHow: Figure reports monthly humanoid shipments ≥500 units (up from 240 in April 2026)Source: https://www.theresarobotforthat.com/figure-03-shipments-doubling-every-month/conf 70%
- 2026-10-20pendingQ1 window check-in (25%)
- 2026-06-01 → 2027-06-30pendingFigure deploys to ≥3 enterprise customers beyond BMWHow: Figure announces production deployments at 3+ enterprise customers (logistics, automotive, manufacturing)Source: https://www.figure.ai/news/introducing-figure-03conf 75%
- 2026-12-31pendingFigure home pilot — long-horizon tasks in unseen homesHow: Figure publicly demonstrates Helix-driven home pilot with long-horizon tasks (e.g. household chores) in unseen residential environmentsSource: https://humanoidroboticstechnology.com/industry-news/figure-announces-figure-03-humanoid-robot/conf 65%Notes: Adcock 2026 goal: home pilots for long-horizon tasks by year-end
- 2026-06-01 → 2027-12-31pendingFigure deploys F.03 in non-automotive vertical (logistics, retail, home)How: Figure announces F.03 customer in non-automotive vertical (Amazon, Walmart, residential, etc.) per CEO/pressSource: https://tsginvest.com/figure-ai/conf 70%Notes: Cascade — Figure 03 redesign explicitly targets home environments per October 2025 launch. Non-auto deployment is the proof-of-general-purpose bet.
- 2027-04-12pendingQ2 window check-in (50%)
- 2026-06-01 → 2028-11-30pendingVertical/form-factor humanoid wins >=20% of new automotive ordersHow: Vertical-specific humanoids (wheeled, single-arm, task-specific) account for >=20% of new automotive plant orders per IFR or Humanoids Daily trackerSource: https://www.assemblymag.com/articles/99678-humanoid-robots-complete-trial-project-at-bmw-assembly-plantconf 55%Notes: Cascade — BMW Leipzig AEON deployment is the canary. If vertical robots win 20%+ share, Adcock's thesis is partially refuted.
- 2027-10-02pendingQ3 window check-in (75%)
- 2027-06-01 → 2028-06-30pendingRobot-built-robot demonstration at BotQHow: Figure publicly demonstrates Figure 03 humanoids assembling Figure 04 (or successor) on production lineSource: https://www.figure.ai/news/ramping-figure-03-productionconf 55%
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
Show missed milestones
- LLR -0.693 · moderate · expected 2026-04-15Figure 03 production crosses 1 robot per hour at BotQ
Show missed milestones
- LLR -0.693 · moderate · expected 2025-10-31Figure unveils Figure 03 third-gen general-purpose humanoid
- LLR -0.693 · moderate · expected 2025-12-31BMW deploys non-Figure humanoid (AEON, wheeled) at Leipzig
- LLR -0.693 · moderate · expected 2025-12-31Figure 02 contributes to >30K-car BMW production milestone
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 | TK08 Humanoid Capital Collapse (Figure/Apptronik Flop) | 22.0% | 0.050 | 0.550 | +0.159 |
| prereq | S_HUMANOID_ENTERPRISE_2028 Humanoid R2: 100K+ enterprise by Nov 2028 | 50.0% | 0.550 | 0.050 | +0.019 |
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (24)
Adverse (5)
Prerequisites (2)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | S_HUMANOID_ENTERPRISE_2028 | Humanoid R2: 100K+ enterprise by Nov 2028 | humanoid_deployment | — |
| killer | TK08 | Humanoid Capital Collapse (Figure/Apptronik Flop) | — | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Expected milestones (6)
| Expected by | Description | Status |
|---|---|---|
| 2025-10-31 | Figure unveils Figure 03 third-gen general-purpose humanoid | missed |
| 2025-12-31 | BMW deploys non-Figure humanoid (AEON, wheeled) at Leipzig | missed |
| 2025-12-31 | Figure 02 contributes to >30K-car BMW production milestone | missed |
| 2026-04-15 | Figure 03 production crosses 1 robot per hour at BotQ | missed |
| 2027-12-31 | Figure deploys F.03 in non-automotive vertical (logistics, retail, home) | pending |
| 2028-11-30 | Vertical/form-factor humanoid wins >=20% of new automotive orders | pending |
Linked documents (10)
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=S_fXhVT67Uw",
"mode": "THESIS",
"role": "Guest-CEO",
"context": "you really want to build a general purpose machine that can uh that can learn across a variety of different tasks and have that transfer learning... So my view is um I think just it'll be like humanoid robots on humanoid robots everywhere in the planet.",
"verbatim": "I think you're left with like very expensive equipment that's very siloed. Like you really want to build a general purpose machine that can uh that can learn across a variety of different tasks... So my view is um I think just it'll be like humanoid robots on humanoid robots everywhere in the planet.",
"conv_cues": "I think; my view",
"direction": "HAPPEN",
"timeframe": "future (unspecified)",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Figure unveils Figure 03 third-gen general-purpose humanoid",
"notes": "HIT — F.03 launched October 2025; F.02 retired. Explicitly general-purpose architecture per Figure messaging.",
"source": "https://www.figure.ai/news/production-at-bmw",
"status": "hit",
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},
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{
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"source": "https://www.bmwgroup.com/en/news/general/2026/humanoid-robot-in-leipzig.html",
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{
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},
{
"kind": "llm_pre_event",
... (truncated)