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The model shows substantial gains over the previous default model for Writer Agent, and compares favorably with several recent models on public benchmarks, scoring the highest on BFCL Core at $0.785$ and posts the highest six-benchmark mean of the cohort.
This work presents MidSurfNet, a learning-based face-pairing method that couples a learned face-pair scorer with a deterministic face-group composition, and demonstrates practical utility by generating mid-surfaces from the composed face groups through an industrial mid-surface API and running finite element analyses o...
The introduction of TraceCAD, a recovery layer that links requested features, modeling steps, failure evidence, and candidate outcomes as persistent state, demonstrates that persistent, localized, and reusable recovery improves final CAD quality and repair reliability.
CADIR, an agent-friendly executable intermediate representation for CAD generation and cross-backend editing, and a construction-graph retrieval method for text and image queries that supports both full-graph and subgraph retrieval, enabling agents to leverage complete models and modeling substructures.
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