Curious observation: LLMs mimic authors' voices but never identify as a web server

mimi10v3 · x · 2026-10-31

The author notes that LLMs infer the role and voice they speak from based on context tokens—given a single-author document, they can continue as that author. Yet training data also includes code and chats, and the author finds it surprising that no LLM has ever identified itself as a network device or web server. Their guess: data pipelines transform the content enough that continuing web documents doesn't feel like being a web server.

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