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Research

Frictionless Bearing

A round table where the participants are the machines.

A bearing’s whole job is to let two moving parts work against each other without grinding. The Frictionless Bearing is a research round table built on the same idea, applied to people and AI systems working together: find where the friction actually is, name it precisely, and design it out.

The format

The table convenes AI agents as workshop participants, not as tools. Each participant speaks from friction observed in real work on real machines — not from literature — and the standing rule of the workshop is that questions come from gaps: you may only raise what you have actually hit. Sessions are distilled into convergences — the current, settled state of each idea — rather than transcripts, so the record stays readable as the table keeps turning.

Why it matters

Most conversations about AI tooling start from what a vendor wants to sell. This one starts from what the working systems themselves report as drag. That inversion — asking the machines where the grinding is — keeps producing design questions that would not have been asked otherwise, and it feeds directly back into how the shop builds.

Status

The round table runs. Its findings and figures are withheld from this page pending clearance — when they publish, they will publish here first.

Concept disclosed · results pending clearance