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Is position(4,4)closer to position(2,2)than it is to position(0,4)? Consider theactual path distance through the maze, not straight-line distance

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Do LLMs Build Spatial World Models? Evidence from Grid-World Maze Tasks

cs.AI · 2026-04-12 · unverdicted · novelty 5.0

LLMs show representation-dependent performance on mazes and fail to build cumulative spatial world models despite detailed reasoning traces.

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Do LLMs Build Spatial World Models? Evidence from Grid-World Maze Tasks cs.AI · 2026-04-12 · unverdicted · none · ref 4
LLMs show representation-dependent performance on mazes and fail to build cumulative spatial world models despite detailed reasoning traces.

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