Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2610.27176.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

CanvasObs is a structured observation layer for agents editing 2D infinite canvases, augmenting visual context with identity, visibility, relations, and offscreen object bounds. In 1,200 browser trials across three models, it raised correct target selection from 16.5% to 48.3% and full task success from 4.3% to 25.0%.

Controlled 1,200-trial study showing structured spatial observation nearly triples correct target selection for canvas editing agents, with concrete component guidance readers can adapt.

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