Muir · Project Entry Point

Muir Robotics

A build line for AI-driven manipulation, and a screening instrument for finding the products worth pointing it at.

Phase
00 — pre-hardware
Rig
SO-ARM101 pair · Jul 29
Stack
LeRobot v0.6.0 · RunPod
Screened
159 candidates
Surviving
0

The thesis, in three lines

THROUGHPUT

A robot sells throughput and nothing else. If a candidate doesn't raise units per hour of attention, it's a demo.

RIGID INTERFACE

The robot must only ever touch something rigid — but that thing needn't be the product. A handle or jig is enough.

THE INVERSION

Humans are good at repetition-with-skill. Robots are good at variation-without-skill. Every strong candidate exploits that.

Candidate ledger

first pass 2026-07-25

A 17-agent pass generated 161 candidates across ten segments, screened 159 against the nine gates cheapest-kill-first, and adversarially verified every one that cleared. All of them died. That is the second consecutive pass to kill every top-scoring candidate — 5 of 5 last time, 5 of 5 this time.

161
generated
159
screened
0
candidate
0
deferred
159
invalidated
5 / 5
killed at verify

Which gate does the killing

The histogram is itself a finding — it says where the space is actually thin.

G1Sold before made11
G2Awkward middle, 50–50036
G3Direct-billed0
G4Arm justified89
G5Rigid interface10
G6Chain length ≤3–43
G7Yield × COGS4
G8Unattended1
G9CM / your hour1

The frontier — the five that cleared screening, and what killed each

With nothing surviving, this is the useful list: how far the search actually got. Every kill carries a primary source.

  1. Hand-lettered baseballs C088 Incumbents publish $7.81/ball at 96–239 units with names at +$1.80 — the $22 price was off 2.3×. A fixed CO2 head already does panel-bounded lettering. $490 → $182/hr
  2. Domed pet-urn lids C140 The wholesale channel is owned end-to-end by a supplier that already bundles engraving, photo printing and white-label, and sells the whole urn. $228 → $81/hr
  3. Beach-stone memorial pendants C137 Drilling stone is force-regulated — "let the drill do the work," ease off at breakthrough. That is the force-feel instant kill, and no configuration escapes it. $165 → $21/hr
  4. River-stone memorial mementos C036 The incumbent's order form takes three fields and engraves one message across every stone. Variation is per-order, not per-unit — the amortized-setup case. $162 → $87/hr
  5. Airbrushed custom crankbaits C096 $11 was the retail ceiling, not wholesale; paint-only labor clears at $5/lure. Weihai OEMs do custom colors under $2.50 at MOQ 100. $81 → $30/hr

Three kills that attacked the framework, not the candidate

Worth more than the candidate list, and they change how the next round runs.

THE BELLY LEMMA

On any solid of revolution the point of maximum radius has dR/dz = 0, so it is locally cylindrical. A name band at the belly of a snifter, coupe or urn is a constant-radius circle and a $30 rotary wins. The arm's claim is not curvature — it is radius that changes along the toolpath. Generator 1 as written is too loose.

VISION, NOT MANIPULATION

Adapt-to-workpiece was called the most defensible edge, with no fixed-head machine able to do it at all. Wrong as stated: a bed camera with file-overlay placement adapts to each blank for free. What survives is narrower — interiors, undercuts, and blanks that cannot lie flat.

PER-ORDER ≠ PER-UNIT

Gate 2 assumes personalization forces N=1 per design. Real memorial orders are one message across 150 identical units — exactly the amortized-setup case a fixed head wins. Gate 1 can pass while Gate 2's mechanism fails. The gate needs splitting.

References

Project queue

  1. Cube CourierPick cube to bin — first imitation-learned policynext
  2. Say-It-SortLanguage-conditioned sortingqueued
  3. Tic-Tac-Toe TitanStructured play, multi-step planningqueued
  4. Washcloth ValetFirst deformable attemptqueued
  5. Claude-at-the-ControlsMCP orchestrator over the policy layerqueued

Open items