Downloadable computer software using artificial intelligence (AI) for validating and verifying AI-generated outputs, detecting and preventing prompt injection attacks and adversarial manipulation of AI systems, verifying citations and references in AI-generated content, detecting bias and enforcing fairness thresholds in AI-generated decisions, creating immutable audit trails, and analyzing multimodal data including text, audio, and images for consistency and risk