Note on Give Your Agent a Laboratory, Pt. II via Writing

I’m continually impressed with Claude’s ability to create its own benchmarking systems and rip through a series of hypotheses about how to achieve some hard-to-define optimal outcome.

I recommend trying this when you’re deep into a problem looking for an optimal path: give the agent a laboratory.

FROM:

Writing

Give Your Agent a Laboratory, Pt. II

Source

This is another person discovering Karpathy’s autoresearch: deceptively simple, but give an agent a goal and space to pursue it and you will get improvements.