The burgeoning field of AI demands a proactive stance to ethics, moving beyond reactive measures to embed responsible principles directly into the design and deployment of algorithms. Businesses are increasingly facing pressure to ensure their platforms are fair, transparent, and accountable, especially as these solutions become deeply integrated i