Information, Volume 17, Issue 2
2026 February - 106 articles
Cover Story: Technical diagrams are the “silent” language of engineering. Today’s AI models still stumble over arrows, boxes, and timing traces. This survey peels back the black box of diagram comprehension, tracking the shift from classic OCR to CNN/RNN/transformer-era multimodal models across five families of technical diagrams (flowcharts, block diagrams, UML, schematics, and timing), revealing surprising gaps: most models still hallucinate or miss structural intent, and a lack of shared benchmarks makes progress difficult to measure. What will it take for AI to read the diagrams that run our world or to power trustworthy RAG and agentic systems? View this paper - Issues are regarded as officially published after their release is announced to the table of contents alert mailing list .
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