Super huge cliff for society to fall off... When an AI Bias happens in your favor, or when it happens and your the victim of it, and it has real consequences,

Super huge cliff for society to fall off... When an AI Bias happens in your favor, or when it happens and your the victim of it, and it has real consequences, what recourse does anyone have agains the bias of the AI. Obviously, AI is based on the idea that computers are far faster at a task than many human minds... So when we put actual 'decision' making power (meaing it will result in an in-real-life consequence to the Human - and lets assume its a false account of what happened, etc - who is liable? How can this be regulated? Who is using AI against me? How can I know? How can I fight it? How can I validate it (if the AI results in my innocence of a crime/situation/scenario) Who and how many fall through the cracks? --- The darkest future is one where whole societal behavior patterns are tacitly modified by AI layers upon all aspects of their life.