LLM Robot Assembly Series: Simple Engineering Beats Fancy Algorithms
The author shares pragmatic lessons from an LLM-controlled robot assembly series: a $300 screw feeder beats LLM vision grasping, linear regression on LLM-collected data solves precise insertion, and a flipping platform handles part orientation—while admitting LLM direct control only suits repetitive tasks in constrained environments.
2026-10-16 ~ 2026-10-16 · 4 related posts
- Episode 1: Robotics firm drops VLA, switches fully to frontier LLM control in customer deployments(2026-10-16, 2 posts)
- Episode 2: LLM Robot Assembly Series: Simple Engineering Beats Fancy Algorithms(2026-10-16, 4 posts)
- Picking parts from a random pile with an extra flip-and-align platform — ihorbeaver · 2026-10-16
- Precise part insertion via LLM-written data collection code and a linear regression aligner — ihorbeaver · 2026-10-16
- Skip the fancy vision: a $300 automatic screw feeder beats LLM-controlled picking — ihorbeaver · 2026-10-16
- Author's own caveat: direct LLM robot control only suits repetitive, constrained tasks — ihorbeaver · 2026-10-16