Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2611.13027.

Pipeline notes

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

TypedInk is a scientific-figure generation system that classifies requests as diagrams, plots, or plates, checks whether source evidence satisfies the selected renderer’s contract, and refuses to generate when it does not. Evaluations on TypedFigBench compare its refusal behavior with an always-draw coder and a type-router ablation.

The paper turns abstention into an explicit workflow stage and reports concrete failure modes for outline-only inputs, which can guide safer agent designs for figures and other artifact-generation tasks.

Cited by

No citations on record.