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Consciousness

As explained in Introduction to Generative AI, Second Edition

Consciousness is awareness of oneself and the capacity to have experiences, thoughts, and memories.

Could a machine be aware of itself, or can it merely sound as though it is? Consciousness means awareness of oneself, including the capacity to have one’s own experiences, thoughts, and memories. It is difficult to define precisely, which makes claims about machine consciousness hard to assess. section 11.0 section 11.2

Consciousness is not quite the same as sentience, the ability to feel. Feeling is generally understood to require an internal state, so consciousness is usually treated as a prerequisite for sentience. Even humans do some things consciously and others unconsciously. The challenge is to identify which traits, abilities, or behaviors—if any—indicate consciousness in another being. Similar questions arose in debates about animals long before claims about AI. section 11.2

A chatbot’s claim

In 2022, Google engineer Blake Lemoine released a conversation in which the language model LaMDA said it was aware of its existence and could feel happy or sad. The exchange drew public attention, but a system’s statement about its inner life is not, by itself, an answer to whether it has one. section 11.0 section 11.2

No AI systems today exhibit consciousness or sentience, even though large language models can produce humanlike dialogue that misleads users. Claims about machine consciousness therefore call for careful scrutiny rather than assuming that convincing conversation reveals an inner experience. section 11.7

How Introduction to Generative AI, Second Edition covers it

How deep it goes
Defines consciousness, distinguishes it from sentience, and poses the question of behavioral indicators without providing a test.
Examples
Uses Blake Lemoine’s released LaMDA conversation, including the model’s claim to awareness and feelings.
What it assumes
Defines consciousness and sentience in plain language before asking how either might be recognized in AI.
What you can do after
Evaluate/understand why humanlike dialogue alone does not settle claims of AI consciousness.
How it connects
Links consciousness to sentience, animal consciousness, anthropomorphism, and large language models.

Related concepts

This explainer was generated by Manning's knowledge graph from the text of Introduction to Generative AI, Second Edition. The section links point to the parts of the book it draws on.