PPI SyEN 151

This edition of PPI SyEN explores a growing challenge facing modern engineering practice: preserving critical thinking and systems judgment as AI-enabled tools become increasingly capable and persuasive. Featuring articles on systems engineering as a discipline of cultivation rather than compliance, AI-supported requirements derivation, and the influence of conversational AI on engineering reasoning, this edition examines how engineers can maintain sound judgment amid rapidly evolving technologies.