[behnamoh]

> if it fails validation once, I route it to a stronger model just for that tool call.

the problem the GP was referring to is that even the large model might fail to notice it's struggling to solve a task and keep trying more-or-less the same approaches until the loop is exhausted.

[sebastiennight]

Exactly. You'd still be in a non-deterministic loop, just a more expensive one.

[namaria]

Ashby in 1958 pointed out the law of requisite variety. It should have preempted expert systems and it should preempt the current agents fad. An automatic control system of general application would tend toward infinite complexity.