Edge control plane · exclusive package

OSH-Sense

Skill state that fits on the robot

Sparse multi-step soft-state over large named skill inventories when only a few are live — CPU-side, beside the stacks you already trust.

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The edge problem

Embodied platforms carry thousands of named skills and modes. Dense multi-step soft-state blows RAM and milliseconds when only a few are live. Drop to non-evolving heuristics and you lose the path-dependent register the body needs on a new site.

Where it sits

cues (zones · failures · HRI · battery)
        │
        ▼
┌─────────────────────────────┐
│  OSH-Sense control plane    │  CPU / MCU-class
│  skill / mode register      │  k ≪ N live
│  online φ · Hybrid gate     │
└──────────────┬──────────────┘
               │ instruction
               ▼
     your motion · grasp · nav   ← frozen stacks you already own

Not a perception net. Not a locomotion policy. Not a cloud agent product.

Live training on this machine

Join the queue. This server’s CPU runs a MuJoCo Humanoid Sense skill bank (N=4096 — above the dense crossover) and streams intents — primary skill, live support k ≪ N, emergent probes — while hardware meters prove progress on this class of box.

Sparse inventory crystallizing — not a gait showcase in five minutes.

Measured inventory barrier

Low N: dense can win. High N: dense climbs; OSH stays near-flat — the tool to scale soft-state on the edge.

Time · median evolve (ms) vs N

Measured · realtime + context-scale · log-y

Memory · peak RSS (MB) vs N

Measured · footprint bench · log-y

What transfers

  • Sparse expand → evolve → unique support algorithm + re-runnable benches
  • Lean certificates for the lossless / hybrid density crossover
  • Humanoid Sense control evidence (scale bakeoff, capacity / thermal dual)
  • Live demo host patterns for edge inventory soft-state

Exclusive inquiry

IP + team. NDA evidence pack if you need to verify first. Leave a note — or email directly.

steven@disregardfiat.tech