alt Hacker NewsEmergent Introspective Awareness in Large Language Models
Comments
Reminds me of that test where they had Grok, Gemini and Claude try to run a radio station.
Stay in The Manifest !
Self-awareness has no direct connection to capabilities. It is entirely dependent upon the conditions that spawn emergent properties.
In thinking of directions where LLM's could develop from here, I cant help but think that a models ability to self introspect would immensely improve their utility. The R&D on how to achieve that is beyond me though. How do you train someone how to introspect? Also would it require a continuous learning architecture that doesn't separate training and inference?
Previously posted to Anthropic's blog in October. (Maybe not the same version?)
>Submitted on 5 Jan 2026
Sorry, but introspection is not possible in LLMs. They don't have the hardware to have metaphysical dualism and therefore no mind to mentally be aware of.
[dead]
> Overall, our results indicate that current language models possess some functional introspective awareness of their own internal states. We stress that in today’s models, this capacity is highly unreliable and context-dependent; however, it may continue to develop with further improvements to model capabilities.