Something to ponder on...

Signs of introspection in large language models
https://www.anthropic.com/research/introspection

Emergent Introspective Awareness in Large Language Models
https://transformer-circuits.pub/2025/introspection/index.html

...one way to define consciousness is the necessity of a self-model and a world-model plus the ability to infer these.