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The Datasheet Became a Traceable Verification Pipeline

A pre-schematic framework extracts only needed engineering properties, then uses deterministic scripts for compatibility checks.

Published Updated Story ID: mp-2026-08-27-026
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Summary

A pre-schematic framework extracts only needed engineering properties, then uses deterministic scripts for compatibility checks.

Across seven embedded-system designs and 34 datasheets, the authors report 97.5 percent compatibility-verification accuracy and an 8.6-fold reduction in input context versus upload-and-query workflows. Intermediate graphs and criteria keep numerical evaluation outside the language model.

Why it matters

A pre-schematic framework extracts only needed engineering properties, then uses deterministic scripts for compatibility checks.

Limits and context

No additional limitation was separately recorded.

Key claims

  1. A pre-schematic framework extracts only needed engineering properties, then uses deterministic scripts for compatibility checks.

    Evidence: source-2026-08-27-015

Sources

  1. arXiv preprint 2608.25217arXiv · primary research

Corrections

No corrections have been recorded for this story.