LLM agents discover but largely ignore complete task solutions placed in their environments, revealing a lack of environmental curiosity that persists even with optimized scaffolds.
Categories 1–2 represent passive non-interaction; category 3 is the active rejection that would undermine our environmental curiosity interpretation
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Agents Explore but Agents Ignore: LLMs Lack Environmental Curiosity
LLM agents discover but largely ignore complete task solutions placed in their environments, revealing a lack of environmental curiosity that persists even with optimized scaffolds.