Harness Lab

How much does each extra helper add on this device, and where does it stop paying off? Everything runs here; nothing is sent anywhere.

Part 1 adds meaning-model helpers one step at a time. Part 2 runs a small chatbot alone, then next to busy helpers.

Part 1 · more of the same helper

Helpers	Throughput		Gain	Memory

Part 2 · different jobs side by side

Waiting for part 1.