https://www.arxiv.org/abs/2512.08296
> coordination yields diminishing or negative returns once single-agent baselines exceed ~45%
This is going to be the big thing to overcome, and without actually measuring it all we're doing is AI astrology.
> coordination yields diminishing or negative returns once single-agent baselines exceed ~45%
This is going to be the big thing to overcome, and without actually measuring it all we're doing is AI astrology.
I agree on measuring and it is planned especially once we integrate the context optimization. I think the value of context optimization will go beyond just avoiding compacting and reducing cost to providing more reliable agents.