A note of thanks · Research loops

Weco AI

Weco's traceable, steerable autoresearch loop is a candidate to study when we have a concrete target, frozen evaluation, and fixed cost budget. It is on our radar, not installed in the factory.

01 · The idea

What stayed with us

Weco's traceable, steerable autoresearch loop is a candidate to study when we have a concrete target, frozen evaluation, and fixed cost budget. It is on our radar, not installed in the factory.

02 · The local translation

What we did with it

The appealing part of Weco is an inspectable search tree: a proposed code change, its run, the metric, and the next branch stay visible. That matches our preference for accountable attempts and a stable evaluator before a candidate is called better.

03 · The boundary

Where the comparison stops

We have not run Weco here. The owner recorded a trial as conditional on a concrete target, frozen eval, held-out gate, regression metric, and fixed cost budget. Its product claims are not local results.