developer tools
The Datasheet Became a Traceable Verification Pipeline
A pre-schematic framework extracts only needed engineering properties, then uses deterministic scripts for compatibility checks.
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
A pre-schematic framework extracts only needed engineering properties, then uses deterministic scripts for compatibility checks.
Evidence: source-2026-08-27-015
Sources
- arXiv preprint 2608.25217arXiv · primary research
Corrections
No corrections have been recorded for this story.