By 2026, auditing and traceability in LLM decisions are mandatory for high-risk applications. Learn how transparency, accountability, and context-specific testing are reshaping AI governance across finance, healthcare, and hiring.
Changelogs track AI model updates; decision logs explain why they happened. Together, they create transparency, enable compliance, and prevent costly mistakes in AI systems.