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Research Radar · Experimental implementation

Design GenAI

Learning structured design specifications from synthetic type and component vectors.

Open repository ↗ Documentation ↗

What it investigates

Design GenAI investigates a model architecture for representing synthetic type and component vectors as structured design specifications.

Implementation record

The public repository includes a dataset builder, DesignGeneratorNet, a CPU-compatible training entry point, embedding sampling, and design-specification functions. Its generation module is presently coupled at import time to HTML-converter files that are not bundled.

Public record

This build was recorded as a synthesis, with no single public source paper attached to it. The repository and its documentation are the public record for inspecting its approach. This page does not infer a source result or claim a reproduction.

Scope and limitations

This synthesis build has no single recorded public source paper. The public tree does not demonstrate ANE execution, and its missing converter modules prevent the documented generation module and CLI from running standalone.