The integration of artificial intelligence (AI) agents into network management has revolutionized how networks are monitored, optimized, and secured. These AI-driven systems can analyze complex data, make autonomous decisions, and adapt dynamically to changing conditions. However, with this increased autonomy comes a profound responsibility to ensure that AI operates ethically and transparently. Ethical AI deployment is essential to safeguard user rights, maintain trust, and comply with regulatory requirements.