The author argues that current Agent Foundations lack the empirical rigor required for a true science. By comparing AI theory to Freudian psychoanalysis, the piece suggests that early conceptual frameworks often precede hard data. Practitioners should view these theoretical models as directional guides rather than precise technical specifications for safety or alignment.