Within roughly 24 months, robots will build robots on Figure's lines.
Predictor: Brett Adcock · ep#229 "The Humanoid Takeover: $50T Market, Figure's Full Body Autonomy, and Robots in Dorms #229" · source
Prediction text
Within roughly 24 months, robots will build robots on Figure's lines. | And so like there is really no um and then you know we will be at a point I hope in 24 months where the all the robots will build all the robots.
Watch events: Figure 03 shipment volume; BMW, 2nd customer deployment count
Verbatim quote
And so like there is really no um and then you know we will be at a point I hope in 24 months where the all the robots will build all the robots.
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
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
Milestone chain
- 2025-10-15hitFigure 03 enters production with manufacturing-cost optimized designHow: Figure announces Figure 03 (third-gen) commercial release with cost-optimized BOM and target unit economics enabling >=10,000 unit annual productionSource: https://www.figure.ai/news/production-at-bmwconf 90%
- 2025-12-31hitFigure 02 logs >=1,250 hours on BMW Spartanburg active assembly lineHow: Figure AI press release or BMW Group disclosure confirms Figure 02 robots accumulated >=1,000 hours on active production line with measured contribution to vehicle outputSource: https://www.figure.ai/news/production-at-bmwconf 95%
- 2026-04-15hitFigure 02 helps produce >=30,000 BMW X3 vehicles via sheet-metal loadingHow: Joint Figure/BMW disclosure confirms >=20,000 vehicles produced where Figure 02 contributed to material-handling/assembly tasks on active line, with >=50,000 parts loadedSource: https://humanoidroboticstechnology.com/industry-news/figure-humanoid-robots-contributed-to-the-production-of-30000-cars-at-bmw/conf 95%
- 2026-09-01 → 2027-12-31pendingHumanoid robot deployed in another humanoid's manufacturing line (robots-build-robots first instance)How: Figure, Tesla Optimus, Apptronik, or comparable humanoid robot manufacturer demonstrates a humanoid robot performing >=1 production task in own factory's robot assembly line, with video / press disclosureSource: https://www.bmwgroup.com/en/news/general/2026/humanoid-robot-in-leipzig.htmlconf 75%
- 2027-06-01 → 2028-06-06pendingHumanoid manufacturing line where >=20% of assembly steps are performed by other humanoidsHow: Public factory tour, press release, or independent verification that humanoid robot manufacturer's assembly line uses humanoid robots for >=20% of assembly steps (by count or labor-hours)Source: https://www.press.bmwgroup.com/global/article/detail/T0455864EN/bmw-group-to-deploy-humanoid-robots-in-production-in-germany-for-the-first-time?language=enconf 55%
- 2028-01-01 → 2029-12-31pendingCascade: First fully-autonomous humanoid-built humanoid (recursive manufacturing)How: First documented case of a humanoid robot fully assembled (>=95% of operations) by other humanoid robots without human intervention from sub-assembly to final test, certified by independent observerSource: https://www.assemblymag.com/articles/99678-humanoid-robots-complete-trial-project-at-bmw-assembly-plantconf 30%
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 |
|---|---|---|---|---|---|
| prereq | 234_012 Anthropic revenue will cross OpenAI revenue in middle of 202 — Peter Diamandis | 67.1% | 0.500 | 0.050 | -0.055 |
| prereq | SEM_042 2025 will be the definitive year that agentic systems finall — Kevin Weil | 73.8% | 0.500 | 0.050 | -0.027 |
| prereq | 235_002 Anthropic will exceed OpenAI in revenue this year (2026). — Dave Blundin | 74.6% | 0.500 | 0.050 | -0.023 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.500 | 0.050 | -0.020 |
| prereq | SEM_008 Training runs costing $10 billion for a single model will co — Dario Amodei | 76.9% | 0.500 | 0.050 | -0.012 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 243_003 By 2029, Uber will facilitate more autonomous/robotaxi rides — Dara Khosrowshahi | 45.9% | 0.600 | 0.050 | -0.192 |
| prereq | 230_021 Figure and Tesla will make millions, then billions of robots — Peter Diamandis | 36.3% | 0.600 | 0.050 | -0.095 |
| prereq | 236_021 Optimus/humanoid robots to do trades work in 3 to 8 years (E — Elon Musk | 24.0% | 0.500 | 0.050 | -0.012 |
| prereq | 241_029 Humanoid robot assembly of rockets is beyond current robots — Eric Schmidt | 27.9% | 0.600 | 0.050 | -0.012 |
| prereq | 235_032 Elon Musk predicted Optimus will be your surgeon in 3 years. — Elon Musk | 16.3% | 0.350 | 0.050 | +0.005 |
Ticker exposure
Beneficiaries (24)
Adverse (5)
Prerequisites (6)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | SEM_008 | Training runs costing $10 billion for a single model will commence sometime in 2025. | AI | — |
| prereq | 234_012 | Anthropic revenue will cross OpenAI revenue in middle of 2026 | Markets/Stocks | — |
| prereq | 235_002 | Anthropic will exceed OpenAI in revenue this year (2026). | 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 | — |
| killer | TK08 | Humanoid Capital Collapse (Figure/Apptronik Flop) | — | — |
Dependents (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 241_029 | Humanoid robot assembly of rockets is beyond current robots for a long time | Robotics | — |
| prereq | 243_003 | By 2029, Uber will facilitate more autonomous/robotaxi rides than anyone else in the world | Auto/Transport | — |
| prereq | 230_021 | Figure and Tesla will make millions, then billions of robots. | Robotics | — |
| prereq | 236_021 | Optimus/humanoid robots to do trades work in 3 to 8 years (Elon's vision) | Robotics | — |
| prereq | 235_032 | Elon Musk predicted Optimus will be your surgeon in 3 years. | Robotics | — |
Expected milestones (1)
| Expected by | Description | Status |
|---|---|---|
| 2028-12-31 | [Robotics 2028-12] ume; BMW, 2nd customer deployment count [229_009] Figure 03 shipment volume; BMW, 2nd customer deployment count | pending |
Linked documents (1)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.738 | manifold | How long will Figure's F.03 Robots Run Without Failure? [Polymarket] | — | mentions | pending | 2026-05-15 |
Raw metadata
{
"nia": false,
"qty": "100% robot-built",
"url": "https://www.youtube.com/watch?v=S_fXhVT67Uw",
"mode": "ASPIRATION",
"role": "Guest-CEO",
"caveats": "aspiration",
"context": "I mean, you're basically building like a replica of a human that's really cheap that works 24/7. And so like there is really no um and then you know we will be at a point I hope in 24 months where the all the robots will build all the robots.",
"to_year": 2028,
"verbatim": "And so like there is really no um and then you know we will be at a point I hope in 24 months where the all the robots will build all the robots.",
"conv_cues": "I hope",
"direction": "HAPPEN",
"from_year": 2028,
"timeframe": "in 24 months",
"conv_level": "MEDIUM",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Figure 03 enters production with manufacturing-cost optimized design",
"source": "https://www.figure.ai/news/production-at-bmw",
"status": "hit",
"weight": 0.4,
"ordinal": -10,
"source_id": null,
"confidence": 0.9,
"expected_date": "2025-10-15",
"observed_date": "2025-10-15",
"research_origin": "deep_research",
"measurement_criterion": "Figure announces Figure 03 (third-gen) commercial release with cost-optimized BOM and target unit economics enabling >=10,000 unit annual production"
},
{
"kind": "llm_pre_event",
"label": "Figure 02 logs >=1,250 hours on BMW Spartanburg active assembly line",
"source": "https://www.figure.ai/news/production-at-bmw",
"status": "hit",
"weight": 0.4,
"ordinal": -9,
"source_id": null,
"confidence": 0.95,
"expected_date": "2025-12-31",
"observed_date": "2025-12-31",
"research_origin": "deep_research",
"measurement_criterion": "Figure AI press release or BMW Group disclosure confirms Figure 02 robots accumulated >=1,000 hours on active production line with measured contribution to vehicle output"
},
{
"kind": "llm_pre_event",
"label": "Figure 02 helps produce >=30,000 BMW X3 vehicles via sheet-metal loading",
"source": "https://humanoidroboticstechnology.com/industry-news/figure-humanoid-robots-contributed-to-the-production-of-30000-cars-at-bmw/",
"status": "hit",
"weight": 0.4,
"ordinal": -8,
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"confidence": 0.95,
"expected_date": "2026-04-15",
"observed_date": "2026-04-15",
"research_origin": "deep_research",
"measurement_criterion": "Joint Figure/BMW disclosure confirms >=20,000 vehicles produced where Figure 02 contributed to material-handling/assembly tasks on active line, with >=50,000 parts loaded"
},
{
"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": "Anthropic revenue will cross OpenAI revenue in middle of 2026",
"status": "hit",
"weight": 0.5,
"ordinal": -5,
"source_id": "234_012",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Anthropic will exceed OpenAI in revenue this year (2026).",
"status": "hit",
"weight": 0.5,
"ordinal": -4,
"source_id": "235_002",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"lab
... (truncated)