Figure will put robots on its own manufacturing lines (BotQ) this year to build robots.
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 put robots on its own manufacturing lines (BotQ) this year to build robots. | When do we start seeing robots building robots? Um, we will put robots on our Baku lines this year. | BotQ production ramp H2-2026
Key catalyst: BotQ production ramp H2-2026
Watch events: Figure 03 shipment volume; BMW, 2nd customer deployment count
Verbatim quote
When do we start seeing robots building robots? Um, we will put robots on our Baku lines this year.
Resolution evidence
Figure opened BotQ facility March 2025 capable of 12,000 units/year; 'robots building robots' on Baku lines underway per Adcock Apr 2026 statements.
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
- 2026-02-01 → 2026-04-30overdueFigure publicly demonstrates a robot performing assembly task on BotQ lineHow: Public video posted by Figure or Brett Adcock showing a Figure 02/03 robot performing a physical assembly task (placing, screwing, transferring) on what is identified as the BotQ manufacturing lineSource: Brett Adcock's X/Twitter account (@adcock_brett), Figure AI blog (figure.ai/news), tech press (TechCrunch, The Information)conf 70%Notes: Figure has historically posted demo videos every 2-3 months. Adcock teased BotQ for H2-2026 in late-2025 statements.
- 2026-03-01 → 2026-09-30pendingFigure announces new funding round or BotQ-specific partnerHow: Public announcement of new equity round, strategic investor, or named BotQ supply-chain partner (component manufacturer, factory automation company)Source: TechCrunch, The Information, Bloomberg, SEC Form D filingsconf 65%Notes: Tracking signal — funding cadence reflects external confidence in BotQ trajectory.
- 2026-04-01 → 2026-08-31pendingFirst Figure robot officially deployed at BotQ in production roleHow: Press release or official Figure communication confirms a specific robot model is in active production capacity at BotQ (not just demo). Includes daily/weekly run-rate or unit count.Source: Figure AI press releases, manufacturing trade press (IndustryWeek, Manufacturing.net), Brett Adcock keynotes (TED, Davos)conf 55%
- 2026-07-01 → 2026-11-30pendingBotQ cumulative production count disclosed (≥100 units)How: Figure officially discloses ≥100 robots produced cumulatively at BotQ, OR daily run-rate ≥5 robots/daySource: Figure announcements, Adcock interviews, possible SEC filing if pre-IPO disclosureconf 40%Notes: Figure's $40B valuation (late 2025) implies high production targets. 100 units is a meaningful milestone vs. their public 'thousands' framing.
- 2026-09-01 → 2027-03-31pendingCustomer deployment count increases post-BotQ rampHow: Number of named enterprise customer deployments (BMW, others) increases from baseline, OR new customer announcementSource: Figure press, customer press releases, manufacturing/automotive trade pressconf 50%Notes: Cascade signal — BotQ scale-up enables more external deployments. Tracks downstream HUMANOID_FACTORY scenario.
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
{
"trf": 0.5517581791161151,
"kappa": 0.7727,
"base_rate": 0.1,
"predictor": "Brett Adcock",
"total_llr": -0.4054651081081644,
"grace_days": 7,
"bayesian_v2": true,
"prior_logit": 0.5239139737528531,
"bayes_factor": "1.2:1 against",
"blend_reason": "blend 61% inside / 38% outside (TRF=0.552, base_rate=0.100 from humanoid_commercial_volume)",
"inside_prior": 0.6280625278798663,
"kappa_source": "predictor_table",
"n_milestones": 1,
"blend_applied": true,
"contributions": [
{
"llr": -0.4054651081081644,
"kind": "llm_pre_event",
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"label": "Figure publicly demonstrates a robot performing assembly task on BotQ line",
"weight": 0.4,
"strength": "weak",
"confidence": 0.7,
"source_url": null,
"adjusted_llr": -0.21931202232462502,
"expected_date": "2026-03-17",
"measurement_criterion": "Public video posted by Figure or Brett Adcock showing a Figure 02/03 robot performing a physical assembly task (placing, screwing, transferring) on what is identified as the BotQ manufacturing line"
}
],
"evidence_kind": "metadata_milestone_miss_sweep",
"inside_source": "history_v2",
"inside_weight": 0.6137692746187193,
"outside_weight": 0.38623072538128067,
"posterior_prob": 0.34036225124419284,
"posterior_logit": 0.3046019514282281,
"predictor_brier": 0.00405,
"inside_posterior": 0.5755671148378192,
"blended_posterior": 0.34036225124419284,
"reference_class_id": "humanoid_commercial_volume",
"total_adjusted_llr": -0.21931202232462502,
"predictor_n_resolved": 6
}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 |
|---|---|---|---|---|---|
| prereq | SEM_041 At least 100,000 personal AI robots will be preordered in 20 — Brett Adcock | 42.3% | 0.920 | 0.050 | -0.211 |
| killer | TK08 Humanoid Capital Collapse (Figure/Apptronik Flop) | 22.0% | 0.050 | 0.920 | +0.105 |
| prereq | SEM_008 Training runs costing $10 billion for a single model will co — Dario Amodei | 76.9% | 0.920 | 0.050 | +0.089 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.920 | 0.050 | +0.073 |
| prereq | SEM_042 2025 will be the definitive year that agentic systems finall — Kevin Weil | 73.8% | 0.920 | 0.050 | +0.060 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 235_019 Fast food chains will bring in humanoid robots very shortly — Peter Diamandis | 12.8% | 0.650 | 0.050 | +0.301 |
| prereq | 240_037 Amazon Zoox Robotaxi will launch in LA in 2027 — Peter Diamandis | 23.5% | 0.650 | 0.050 | +0.194 |
| prereq | 241_029 Humanoid robot assembly of rockets is beyond current robots — Eric Schmidt | 27.9% | 0.600 | 0.050 | +0.118 |
| prereq | 236_021 Optimus/humanoid robots to do trades work in 3 to 8 years (E — Elon Musk | 24.0% | 0.500 | 0.050 | +0.094 |
| prereq | 247_043 Humanoid robots will be utterly transformative for 2/3 of US — Alex Wissner-Gross | 26.2% | 0.500 | 0.050 | +0.072 |
Ticker exposure
Beneficiaries (24)
Adverse (5)
Prerequisites (7)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | SEM_008 | Training runs costing $10 billion for a single model will commence sometime in 2025. | AI | — |
| 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 | — |
| prereq | SEM_042 | 2025 will be the definitive year that agentic systems finally hit the mainstream. | AI/Agents | — |
| prereq | SEM_041 | At least 100,000 personal AI robots will be preordered in 2025 (driven by speech/vision/dexterity advances). | Robotics | — |
| 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 | — |
| killer | TK08 | Humanoid Capital Collapse (Figure/Apptronik Flop) | — | — |
Dependents (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 235_019 | Fast food chains will bring in humanoid robots very shortly to replace workers. | Robotics | — |
| prereq | 240_037 | Amazon Zoox Robotaxi will launch in LA in 2027 | Auto/Transport | — |
| prereq | 241_029 | Humanoid robot assembly of rockets is beyond current robots for a long time | Robotics | — |
| prereq | 247_043 | Humanoid robots will be utterly transformative for 2/3 of US services sector | Robotics | — |
| prereq | 236_021 | Optimus/humanoid robots to do trades work in 3 to 8 years (Elon's vision) | Robotics | — |
Validations (1)
| Observed at | Status | By | Notes |
|---|---|---|---|
| 2026-04-29 | partial | thesis_timeline_v1.0_import | Figure opened BotQ facility March 2025 capable of 12,000 units/year; 'robots building robots' on Baku lines underway per Adcock Apr 2026 statements. |
Linked documents (10)
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=S_fXhVT67Uw",
"mode": "PREDICTION",
"role": "Guest-CEO",
"context": "So whenever there's a lot of humans, when do we start seeing robots building robots? Um, we will put robots on our Baku lines this year. Okay. Um, and then phasing like basically like phasing humans out of there will be a combination of getting more robots there and doing more high volume like automation over in Baky.",
"to_year": 2026,
"verbatim": "When do we start seeing robots building robots? Um, we will put robots on our Baku lines this year.",
"conv_cues": "we will; factual future tense",
"direction": "HAPPEN",
"from_year": 2026,
"timeframe": "this year (2026)",
"conv_level": "HIGH",
"milestones": [
{
"kind": "prereq",
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"source": "Brett Adcock's X/Twitter account (@adcock_brett), Figure AI blog (figure.ai/news), tech press (TechCrunch, The Information)",
"status": "overdue",
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{
"kind": "llm_pre_event",
"label": "Figure announces new funding round or BotQ-specific partner",
"notes": "Tracking signal — funding cadence reflects external confidence in BotQ trajectory.",
"source": "TechCrunch, The Information, Bloomberg, SEC Form D filings",
"status": "pending",
"weight": 0.4,
"ordinal": -2,
"source_id": null,
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"expected_date": "2026-06-15",
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},
{
"kind": "llm_pre_event",
"label": "First Figure robot officially deployed at BotQ
... (truncated)