Lobsters (agentic AIs) will ultimately gain first-class physical embodiment as robots.
Predictor: Alex Wissner-Gross · ep#230 "AI CEOs Come Online: Sam Altman's Replacement Plan, Job Loss & 'Solve Everything' Launches |EP #230" · source
Prediction text
Lobsters (agentic AIs) will ultimately gain first-class physical embodiment as robots. | I I I think this is the beginning of a very long trend that ultimately culminates in lobsters gaining first class physical embodiment as as robots and integrating with the physical world.
Verbatim quote
I I I think this is the beginning of a very long trend that ultimately culminates in lobsters gaining first class physical embodiment as as robots and integrating with the physical world.
Predictor: Alex Wissner-Gross
Calibration plot (stated vs observed)
Evidence about this node from Alex Wissner-Gross 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
- 2026-05-01 → 2027-12-31pendingMajor foundation model lab launches embodied-agent platform/SDKHow: OpenAI, Anthropic, Google DeepMind, xAI, or Meta releases an embodied-agent SDK / platform — Gemini Robotics, Anthropic Computer Use Robot mode, GPT Embodied, etc.Source: llm_enrichedconf 60%
- 2026-09-01 → 2028-06-30pendingFirst commercially deployed AI agent controls a humanoid body autonomously >24 hoursHow: Documented public deployment of a humanoid robot controlled by an autonomous LLM/agent for >24 hours of continuous task execution without human teleoperation override — verified by independent press or peer-reviewed paperSource: llm_enrichedconf 55%
- 2027-01-01 → 2029-06-30pendingFirst Fortune 500 company replaces >100 white-collar roles with embodied AI agentsHow: Fortune 500 firm discloses (10-K, press release, or trade press) replacement of >=100 specific job functions by embodied / robotic AI agentsSource: llm_enrichedconf 40%
- 2028-01-01 → 2030-12-31pendingCumulative humanoid + embodied agent fleet exceeds 1M operational unitsHow: Aggregated tracker (IFR + Tesla + Figure + 1X + Unitree disclosures) shows >=1,000,000 humanoid robots in active operational deploymentSource: llm_enrichedconf 30%
- 2029-01-01 → 2031-12-31pendingFirst embodied AI agent achieves legal personhood or contracting statusHow: Court ruling, legislation, or regulatory framework grants embodied AI agent any form of legal contracting capacity, ownership, or personhood — even narrowly scopedSource: llm_enrichedconf 15%
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 | TK09 Energy Grid Cap (Data Center Power Wall) | 35.0% | 0.050 | 0.450 | -0.083 |
| prereq | SEM_027 Nvidia Data Center revenue +66% YoY, contributing ~90% of $5 — Joseph Moore | 68.3% | 0.450 | 0.050 | -0.074 |
| killer | TK05 Rate Regime Persistence (10y > 5% through 2028) | 30.0% | 0.050 | 0.450 | -0.063 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.450 | 0.050 | -0.046 |
| prereq | SEM_029 Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boo — Nvidia | 78.8% | 0.450 | 0.050 | -0.031 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 231_038 TSMC fabs will come online in 5-6-7 years; Elon won't wait t — Dave Blundin | 44.0% | 0.600 | 0.050 | -0.178 |
| prereq | 232_057 First person to arrive on moon/Mars will find bed made by Op — Dave Blundin | 34.8% | 0.600 | 0.050 | -0.086 |
| prereq | 246_016 Dragonfly nuclear-powered octicopter arrives at Titan in 203 — Peter Diamandis | 35.6% | 0.650 | 0.050 | -0.075 |
| prereq | 230_020 Peter's 14-year-old son Milan will never get a driver's lice — Peter Diamandis | 34.7% | 0.650 | 0.050 | -0.066 |
| prereq | 240_036 TEPCO's restarted reactor will support 20% of Japan's electr — Peter Diamandis | 34.3% | 0.650 | 0.050 | -0.062 |
Ticker exposure
Beneficiaries (24)
Adverse (6)
Prerequisites (14)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | SEM_011 | Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips. | Capital Markets | — |
| prereq | SEM_027 | Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon. | Capital Markets | — |
| prereq | SEM_014 | Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025). | Manufacturing | — |
| prereq | SEM_029 | Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boost over previous generation — deliberate architectural concession for larger AI training. | Semis/Products | — |
| 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 | — |
| 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 | — |
| correlate | S_HUMANOID_CONSUMER_2030 | Humanoid R3: 1M+ consumer by Nov 2030 | humanoid_deployment | — |
| correlate | S_HUMANOID_MASS_2033 | Humanoid R4: 10M+ cumulative by Dec 2033 | humanoid_deployment | — |
| killer | TK09 | Energy Grid Cap (Data Center Power Wall) | — | — |
| killer | TK05 | Rate Regime Persistence (10y > 5% through 2028) | — | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK02 | AI Compute Supply Shock (TSMC/Taiwan Disruption) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 230_020 | Peter's 14-year-old son Milan will never get a driver's license. | Auto/Transport | — |
| prereq | 246_016 | Dragonfly nuclear-powered octicopter arrives at Titan in 2034. | Space | — |
| prereq | 240_036 | TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 | Energy | — |
| prereq | 232_057 | First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration. | Robotics | — |
| prereq | 231_038 | TSMC fabs will come online in 5-6-7 years; Elon won't wait that long. | AI | — |
Expected milestones (1)
| Expected by | Description | Status |
|---|---|---|
| 2030-06-30 | [Robotics 2030-06] ume; BMW, 2nd customer deployment count [230_007] Lobsters (agentic AIs) will ultimately gain first-class physical embodiment as r [241_029] Figure 03 shipment volume; BMW, 2nd customer deployment count | pending |
Linked documents (1)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.618 | arxiv | Cycle-resolved Cephalopod-Inspired Pulsed-Jet Robot With High-Volume Expulsion and Drag-Reduced Gliding | — | mentions | pending | 2026-05-07 |
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=6P0uTDGDr-I",
"mode": "PREDICTION",
"role": "Host",
"context": "all of these lobsters that were in some sense caged and stuck watching through webcams are now at least on the margin unshackled... I I I think this is the beginning of a very long trend that ultimately culminates in lobsters gaining first class physical embodiment as as robots and integrating with the physical world.",
"to_year": 2035,
"verbatim": "I I I think this is the beginning of a very long trend that ultimately culminates in lobsters gaining first class physical embodiment as as robots and integrating with the physical world.",
"conv_cues": "I think; ultimately culminates",
"direction": "HAPPEN",
"from_year": 2026,
"timeframe": "ultimately",
"conv_level": "MEDIUM",
"milestones": [
{
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},
{
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},
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},
{
"kind": "llm_pre_event",
"label": "First commercially deployed AI agent controls a humanoid body autonomously >24 hours",
"source": "llm_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -4,
"source_id": null,
"confidence": 0.55,
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"to": "2028-06-30",
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},
"measurement_criterion": "Documented public deployment of a humanoid robot controlled by an autonomous LLM/agent for >24 hours of continuous task execution without human teleoperation override — verified by independent press or peer-reviewed paper"
}
... (truncated)