GPT-6 co-engineers a low-cost quadruped carrying two SO-101 arms. Across 38 recorded simulation runs, 19 fail; slipping blocks, vision, connection loss and tipping shape the design. A deterministic controller executes the demonstrated run.

Watch Episode 7 on YouTube ↗

Building a Robot With GPT-6. What Could Go Wrong?

While working on the larger experiment, I tried building a robot dog with GPT-6. The interesting part quickly became the gap between a recognisable robot shape and movement that could support itself.

Run 18: the rubber-pad and solver changes hold the cube in simulation.
EP07 · 1:31 · SimulationRun 18: the rubber-pad and solver changes hold the cube in simulation. Watch this moment ↗
Run 29: the target lies outside the arm workspace.
EP07 · 1:51 · SimulationRun 29: the target lies outside the arm workspace. Watch this moment ↗

Tipping, support lines and controller iterations gave the simulation a useful role. Each fall made an assumption visible: where the mass sat, where the feet supported it, and what the controller was actually asking the joints to do.

Run 24: the simulated dog holds still after the connection is killed.
EP07 · 2:32 · SimulationRun 24: the simulated dog holds still after the connection is killed. Watch this moment ↗

The footage is simulation. It does not show a fabricated quadruped or a proven physical walking controller. The experiment feeds into the later office-dojo and Heron work, where appearance, articulation and successful locomotion still have to be evaluated separately.

Run 35: a shrinking stance ends with the robot tipping over.
EP07 · 2:52 · SimulationRun 35: a shrinking stance ends with the robot tipping over. Watch this moment ↗
Run 38: both cubes are placed; the recorded simulation reports 1.35 mm error.
EP07 · 3:33 · SimulationRun 38: both cubes are placed; the recorded simulation reports 1.35 mm error. Watch this moment ↗

Read the detailed engineering field note →

Scope of this episode: Simulation only; GPT-6 writes code, deterministic control drives.

Based on the published episode and its production record. YouTube publication verified 22 October 2026. Stills are extracted from the released episode. Captions distinguish recorded evidence, reconstruction, simulation and illustrative material.