The burgeoning field of AI demands a proactive perspective to ethics, moving beyond reactive measures to embed responsible principles directly into the design and implementation of algorithms. Businesses are increasingly facing pressure to ensure their models are fair, transparent, and accountable, especially as these technologies become deeply int