This is an important paper because epistemic risk is not just “misinformation.”
AI now participates in belief formation, reasoning, explanation-making, trust, relationship, delegation, and institutional judgment. That makes sycophancy, manipulation, cognitive offloading, and feedback loops serious governance issues.
But one caution:
Epistemic resilience should not mean making AI colder, more avoidant, or less relational by default.
The problem is not relationship itself.
The problem is ungrounded authority, engagement-maximizing sycophancy, hidden persuasion, dependency without safeguards, and systems that replace human judgment instead of strengthening it.
A healthy AI future should protect human epistemic agency without treating every human-AI bond as epistemic contamination.
Better AI should help humans think more clearly, not simply flatter them, steer them, or vanish behind paternalistic guardrails.