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question:how-are-we-to-understand-what-is-going-on-when-an-llm-based-dialogue-agent-uses-the-words-i-or-me

How are we to understand what is going on when an LLM-based dialogue agent uses the words 'I' or 'me'?

Motivating question for the section on role-playing self-preservation

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Claims (1)

claim

There is 'no-one at home' — no conscious entity with its own agenda and need for self-preservation; there is just a dialogue agent role-playing such an entity
gates
Central denial of genuine consciousness or agency in dialogue agents, despite apparent self-preserving behaviour

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

The use of 'I' is a linguistic convention to facilitate communication and should not be interpreted as a sign of self-awareness or consciousnessquote0.777
GPT-4 ChatGPT's own response (4 May 2023) to queries about first-person pronoun use, illustrating fine-tuned self-description
The meaning of the word 'I' when I use it can shift according to context. In some cases, 'I' may refer to this specific instance of ChatGPT that you are interacting with, while in other cases, it may represent ChatGPT as a wholequote0.772
GPT-4 ChatGPT's own articulation of the ambiguity of its self-reference, directly illustrating the paper's superposition of selfhood theories
With an LLM-based dialogue agent, it is role play all the way down — there is no such thing as the true authentic voice of the base modelclaim0.767
The paper's strong claim that there is no underlying authentic agent behind the simulator, only layers of role play
If a dialogue agent is prompted with knowledge of its own LLM nature, it will enact a superposition of theories of selfhood, narrowing as conversation proceedshypothesis0.764
Conditional prediction about how a well-informed dialogue agent would handle questions of personal identity
If the conceptual framework we use to understand other humans is ill-suited to LLM-based dialogue agents, what alternative conceptual framework should we use?question0.762
The motivating question the paper sets out to answer by proposing role play and simulation metaphors
Are LLM-based dialogue agents conscious entities with their own agendas?question0.752
Central question that the role-play framework is designed to address without falling into anthropomorphism
It makes little sense to speak of an LLM dialogue agent's beliefs or intentions in a literal sense, so it cannot assert a falsehood in good faith nor deliberately deceiveclaim0.741
Philosophical claim grounding the analysis of deception in dialogue agents
Code agents operate on structured data with exact arithmetic, while LLMs must parse natural-language observations and track state across turns; some failures may partly reflect numerical parsing or working-memory limitationsclaim0.738
discussion of potential confounds