Competitors that can match Figure's current capabilities are at least two years behind.
Predictor: Brett Adcock · ep#229 "The Humanoid Takeover: $50T Market, Figure's Full Body Autonomy, and Robots in Dorms #229" · source
Prediction text
Competitors that can match Figure's current capabilities are at least two years behind. | And so that if that's the marker, it's whenever somebody can do the Kurig test for a couple minutes with uncut film and I can like watch it closed loop do it with ban even not even just standing. Um that's you're two years away from where we're at.
Watch events: Figure 03 shipment volume; BMW, 2nd customer deployment count
Verbatim quote
And so that if that's the marker, it's whenever somebody can do the Kurig test for a couple minutes with uncut film and I can like watch it closed loop do it with ban even not even just standing. Um that's you're two years away from where we're at.
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
- 2025-10-31hitFigure 03 ships with embedded palm cameras + visuomotor neural net (capability bar)How: Figure 03 reveal documents palm-cam manipulation + closed-loop visuomotor stack shipping in production unitSource: https://time.com/7324233/figure-03-robot-humanoid-reveal/conf 95%Notes: HIT — Figure 03 reveal sets the capability bar competitors must now match for Adcock's two-year claim.
- 2026-09-30pendingNo competitor demonstrates closed-loop coffee/Keurig task with uncut footage by mid-2026How: Through Q3 2026, no Tesla Optimus / 1X / Agility / Unitree / Apptronik public demo shows multi-minute uncut closed-loop manipulation comparable to Figure 02/03 Keurig demoSource: https://blog.robozaps.com/b/best-humanoid-robotsconf 70%Notes: Adcock's specific bar — uncut closed-loop manipulation, not stitched demos.
- 2026-06-01 → 2027-06-30pendingPublic benchmark/leaderboard for humanoid manipulation parity establishedHow: Stanford / DeepMind / Meta or industry consortium publishes standardized closed-loop manipulation benchmark for humanoid robotsSource: https://www.humanoidsdaily.com/news/the-shape-of-scale-new-figure-production-data-hints-at-exponential-ramp-upconf 50%Notes: Without a benchmark, Adcock's 'two years behind' claim is hard to falsify.
- 2026-09-01 → 2027-06-30pendingFigure unseen-home generalization demo (voice command in unfamiliar setting)How: Figure publicly demonstrates a Figure 03 unit performing voice-commanded tasks in a previously-unseen home, uncut footageSource: https://www.humanoidsdaily.com/news/figure-ceo-claims-general-purpose-robots-arriving-next-yearconf 55%Notes: Cascade — if Figure achieves this, it raises the bar competitors must clear, extending the gap.
- 2027-06-01 → 2028-06-30pendingTesla Optimus Gen 3 / 1X / Agility public demo matches Figure 03 capability profileHow: Independent reviewer (Humanoids Daily, IEEE Spectrum) confirms competitor humanoid achieves uncut closed-loop manipulation parity with Figure 03 capabilitiesSource: https://www.humanoidsdaily.com/news/figure-ceo-claims-general-purpose-robots-arriving-next-yearconf 55%
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% | 0.550 | 0.050 | -0.081 |
| prereq | SEM_042 2025 will be the definitive year that agentic systems finall — Kevin Weil | 73.8% | 0.550 | 0.050 | -0.049 |
| prereq | 235_002 Anthropic will exceed OpenAI in revenue this year (2026). — Dave Blundin | 74.6% | 0.550 | 0.050 | -0.044 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.550 | 0.050 | -0.042 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.550 | +0.037 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 246_017 Europa Clipper will arrive at Jupiter in 2030, conducting 50 — Peter Diamandis | 37.7% | 0.650 | 0.050 | -0.054 |
| prereq | 247_035 Dario Amodei will solve most/all neurological diseases by en — Dario Amodei | 38.8% | 0.700 | 0.050 | -0.042 |
| prereq | 246_016 Dragonfly nuclear-powered octicopter arrives at Titan in 203 — Peter Diamandis | 35.6% | 0.650 | 0.050 | -0.033 |
| prereq | 235_030 Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203 — Ray Kurzweil | 39.2% | 0.750 | 0.050 | -0.024 |
| prereq | SEM_034 True artificial general intelligence will be achieved betwee — Demis Hassabis | 28.7% | 0.550 | 0.050 | -0.009 |
Ticker exposure
Beneficiaries (23)
Adverse (6)
Prerequisites (8)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 235_002 | Anthropic will exceed OpenAI in revenue this year (2026). | AI | — |
| 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 | 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 | 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 | 247_035 | Dario Amodei will solve most/all neurological diseases by end of decade | Biotech/Longevity | — |
| prereq | 246_017 | Europa Clipper will arrive at Jupiter in 2030, conducting 50 passes near Europa. | Space | — |
| prereq | 246_016 | Dragonfly nuclear-powered octicopter arrives at Titan in 2034. | Space | — |
| 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 | — |
Expected milestones (1)
| Expected by | Description | Status |
|---|---|---|
| 2028-12-31 | [Robotics 2028-12] eployment integration cost disclosures. [229_025] Figure 03 shipment volume; BMW, 2nd customer deployment count [229_009] Figure 03 shipment volume; BMW, 2nd customer deployment count | pending |
Linked documents (10)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.604 | polymarket | O/U 1.5 Rounds | 45% | mentions | pending | 2026-05-31 |
| 0.602 | polymarket | O/U 2.5 Rounds | 49% | mentions | pending | 2026-05-31 |
| 0.597 | polymarket | O/U 2.5 Rounds | 53% | mentions | pending | 2026-04-18 |
| 0.596 | polymarket | O/U 2.5 Rounds | 56% | mentions | pending | 2026-04-18 |
| 0.593 | polymarket | Map Handicap: FURIA (-1.5) vs GamerLegion (+1.5) | 0% | mentions | pending | 2026-04-09 |
| 0.591 | polymarket | Map Handicap: VIT (-1.5) vs G2 (+1.5) | 0% | mentions | pending | 2026-04-29 |
| 0.590 | polymarket | Counter-Strike: Vitality vs G2 (BO3) - BLAST Rivals Group A | 100% | mentions | pending | 2026-04-29 |
| 0.586 | polymarket | Gauff vs. Svitolina: Match O/U 21.5 | 100% | mentions | pending | 2026-05-15 |
| 0.586 | polymarket | Counter-Strike: Passion UA vs FOKUS (BO3) - Stake Ranked Episode 2: Closed Qualifier Playoffs | 0% | mentions | pending | 2026-04-27 |
| 0.585 | polymarket | Map Handicap: FURIA (-1.5) vs FaZe (+1.5) | 0% | mentions | pending | 2026-04-30 |
Raw metadata
{
"nia": false,
"qty": "2 years behind",
"url": "https://www.youtube.com/watch?v=S_fXhVT67Uw",
"mode": "THESIS",
"role": "Guest-CEO",
"context": "work today and the work we showed two years ago has never been done in our mind whether any other human or company in history. And so that if that's the marker, it's whenever somebody can do the Kurig test for a couple minutes with uncut film and I can like watch it closed loop do it with ban even not even just standing. Um that's you're two years away from where we're at.",
"to_year": 2028,
"verbatim": "And so that if that's the marker, it's whenever somebody can do the Kurig test for a couple minutes with uncut film and I can like watch it closed loop do it with ban even not even just standing. Um that's you're two years away from where we're at.",
"conv_cues": "two years away",
"direction": "HAPPEN",
"from_year": 2028,
"timeframe": "two years away (for rivals to catch up)",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Figure 03 ships with embedded palm cameras + visuomotor neural net (capability bar)",
"notes": "HIT — Figure 03 reveal sets the capability bar competitors must now match for Adcock's two-year claim.",
"source": "https://time.com/7324233/figure-03-robot-humanoid-reveal/",
"status": "hit",
"weight": 0.4,
"ordinal": -10,
"source_id": null,
"confidence": 0.95,
"source_url": "https://time.com/7324233/figure-03-robot-humanoid-reveal/",
"expected_date": "2025-10-31",
"observed_date": "2025-10-31",
"research_origin": "deep_research",
"measurement_criterion": "Figure 03 reveal documents palm-cam manipulation + closed-loop visuomotor stack shipping in production unit"
},
{
"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": -9,
"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": -8,
"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": -7,
"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": -6,
"source_id": "235_002",
"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": "llm_pre_event",
"label": "No competitor demonstrates closed-loop coffee/Keurig task with uncut footage by mid-2026",
"notes": "Adcock's specific bar — uncut closed-loop manipulation, not stitched demos.",
"source": "https://blog.robozaps.com/b/best-humanoid-robots",
"status": "pending",
"weight": 0.4,
"ordinal": -4,
"source_id": null,
"confidence": 0.7,
"source_url": "https://blog.robozaps.com/b/best-humanoid-robots",
"expected_date": "2026-09-30",
"research_origin": "deep_research",
"measurement_criterion": "Through Q3 2026, no Tesla Optimus / 1X / Agility /
... (truncated)