3 posts
What is AI governance? The control system that frames enterprise AI with a usage policy, a responsibility matrix, and an audit trail — with a component table.
A comprehensive Turkish guide spanning the philosophical foundations of AI ethics and safety to production controls. Covers responsible AI principles (FAT — Fairness, Accountability, Transparency, Privacy, Safety), bias sources and mitigation, hallucination control, alignment techniques (Constitutional AI, RLHF, RLAIF), prompt injection and jailbreak defenses, deepfake detection, red teaming, EU AI Act + ISO 42001 integration, a responsible-AI maturity model, and 3 anonymized Turkish enterprise case studies.
A unified compliance framework for AI systems covering Turkey's KVKK, the EU AI Act, and the international ISO 42001 standard. Includes a regulation-overlap matrix, EU AI Act risk levels, a 12-month implementation roadmap, a 47-item checklist, and sector-specific practices — a practical reference for C-level and compliance leaders.