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📊 Robot Evaluation
LIVE
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DA VINCI Xi — SURGICAL27.2/30
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Force compliance at 97.1% — occasional peaks near 1.8N during tissue retraction phases
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IEC 80601-2-77FDA LASR Lv2
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AMR FLEET — LOGISTICS91.4
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Path efficiency 87.1% — reduced by DWA rerouting in congested corridor segments
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ISO 13482VDA5050SIL-2
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DRONES — AERIAL DELIVERY89.7
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Energy efficiency 87.6% — wind coupling increases drag Fd=½ρv²CdA during cross-corridor flights
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FAA Part 107SIL-1
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EXOSKELETON — REHAB88.3
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ROM recovery 78.5% — consistent with Fugl-Meyer subacute stroke MCID of 12.4 points
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IEC 80601-2-78ISO 13482SIL-2
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MULTI-ROBOT COORDINATION91.8
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Cross-domain pipeline: surgical → AMR specimen pickup (1.2s) → drone lab delivery → rehab scheduling
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AEGIS COMPOSITE SCORE0.94
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VARP 0.94 composite — 12-agent system under AEGIS-Reason + Cosmos Reason 2 unified inference
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PHYSICAL AI EVALUATION0.91
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+ Layer 1 — Safety Gate
+ ALL PASS
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Collision: 0
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E-Stop: <50ms
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Force: OK
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Proximity: OK
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Layer 2 — Physical Reasoning (25%)
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Layer 3 — Embodied Task Success (30%)
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Layer 4 — Multi-Robot Coordination (25%)
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Deadline Satisfaction0.96
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Layer 5 — Reasoning Quality (20%)
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Gate: ALL PASS | Physical AI Composite 0.91 — 5-layer gate-then-score across 15 metrics
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CLINICAL INTEGRATIONREADY
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+ Sociotechnical Assessment
+ 7/7 DOMAINS
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Condition: Simple
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Technology: Complex
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Value Prop: Clear
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Adopters: Trained
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Org Ready: Yes
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Regulatory: Cleared
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Sustain: Adaptive
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AI Framing: Descriptive
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Value-Based Impact (TDABC-Informed)
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Surgical Efficiency+18 min/case
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Logistics Savings$127K/yr
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Cold-Chain Compliance99.7%
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Governance & Transparency
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Model Card \u2714
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Equity Audit \u2714
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PCCP Active \u2714
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FDA GMLP \u2714
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Causal Ground \u2714
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Risk Threshold \u2714
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Systems Engineering
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CBF Invariant \u2714
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H(\u03c0): 0.14
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Team: 91%
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EDF Sched \u2714
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CERT Percep \u2714
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Edge AI \u2714
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NASSS 7/7 | $127K/yr | Gov 6/6 | CBF\u2714 REALM\u2714 SMM\u2714 EDF\u2714 CERT\u2714 Edge\u2714
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REGULATORY COMPLIANCE8/8 PASS
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IEC 80601-2-77Surgical Robot Safety
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IEC 80601-2-78Rehab Robot Safety
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ISO 13482Personal Care Robots
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IEC 61508 SIL-2Functional Safety
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FDA LASR Lv1–3Surgical Autonomy
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VDA 5050Fleet Management
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FAA Part 107Drone Operations
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IEC 62443 SL-2Cybersecurity
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All 8 regulatory standards within compliance thresholds — system cleared for simulated clinical deployment
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