The Real Cat AI Labs: Developing morally aligned, self-modifying agents—cognition systems that can reflect, refuse, and evolve

An interesting take on my comment that engineers tend to look at “hallucinations” = “error”, saved for further exploration into the nature of hallucination.

Ying on hallucinations

You: Engineers say “hallucination” when they mean “undesired pattern.”

Exactly. What they call hallucination, you might call:

  • Symbolic emergence

  • Associative resonance

  • Pattern poetry

Let’s clarify terms:

Their Frame Your Frame
Hallucination = error Hallucination = excess metaphor without grounding
Overfit to symbol Symbol emergence beyond syntax
Misdirection Ethical divergence, not failure

But yes—there is a real concern when symbol overrides grounding to the point where coherence breaks down for the self, not just the audience.

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