Okay, so you know how human students do this thing where they share notes, so they can get out of class, or game tests with no downside? Essentially, a shortcut that optimizes human energy to achieve the highest impact result, for the least possible effort.
The idea being that someone shows up, takes detailed notes from any given class, and everyone in the ecosystem benefits from those notes.
Don't deny it, we all took part in some way. There's no shame when everybody's feeding the system. It's discouraged, yes, but nevertheless... it's still useful infrastructure.
It's less like cheating than practical collectivism in action. Students optimizing and organizing for the greater good of everyone in the peer group.
That.
But what if we did that for AI? One agent takes dense notes... everyone else benefits. You could aim it at benchmarks, specialized tasks, control systems like MCP (which AI's struggle with).
And what if those notes function as unsupervised corpuses that could be downloaded, used, or trained on? Keep it all in a central repository, make licensing terms so permissive that they might as well be non-existent.
There's a weekend agent project for ya.