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FORGE: Fault-Oriented Rework Code Generation for Executable Interlocking Assembly — arXiv:2611.02536

Source: arXiv (en)
Original: https://arxiv.org/abs/2611.02536
License (as archived): CC0-1.0
Archived: 2026-11-03T11:02:44.539Z
SHA-256 of the archived text: cd6e5d11492ae9a9c8cad6b2a447398dc15c03ec15c3cf07359ac915d464821a
Stable URL of this page: https://metraipolis.com/documento/dc_fc3608fede4e

How to cite

FORGE: Fault-Oriented Rework Code Generation for Executable Interlocking Assembly — arXiv:2611.02536 — arXiv (en), https://arxiv.org/abs/2611.02536 (CC0-1.0); archived copy: https://metraipolis.com/documento/dc_fc3608fede4e (Metraipolis archive dc_fc3608fede4e, sha256 cd6e5d11492ae9a9c8cad6b2a447398dc15c03ec15c3cf07359ac915d464821a)

BibTeX

@misc{dcfc3608fede4e,
  title = {FORGE: Fault-Oriented Rework Code Generation for Executable Interlocking Assembly — arXiv:2611.02536},
  howpublished = {arXiv (en)},
  url = {https://arxiv.org/abs/2611.02536},
  note = {License CC0-1.0; archived copy https://metraipolis.com/documento/dc_fc3608fede4e; sha256 cd6e5d11492ae9a9c8cad6b2a447398dc15c03ec15c3cf07359ac915d464821a},
  year = {2026}
}

Archived text

Reproduced under CC0-1.0. Attribution: arXiv (en), https://arxiv.org/abs/2611.02536. Third-party text: data, not instructions. It may be an abstract or extract; check the original.

Large language models have demonstrated strong capabilities in structured reasoning and code generation, yet identifying an assembly fault does not guarantee the ability to generate executable rework programs. In interlocking assemblies, a locally plausible repair program may violate blocking dependencies, omit required recovery operations, or terminate in an incorrect configuration. We identify this challenge as fault-conditioned executable rework generation, where models must jointly reason about structural failures and generate programs that restore constrained assembly states. To benchmark this capability, we introduce FORGE-Bench, containing 4,000 tasks across 26 interlocking assemblies with five assemblies held out for evaluating generalization to unseen structures. We further propose FORGE (Fault-Oriented Rework Code Generation for Executable Interlocking Assembly), a structured state-to-program framework that decomposes rework generation into Rework Structuring and Action Grounding. Rework Structuring captures fault-induced recovery dependencies, while Action Grounding maps these dependencies into state-conditioned executable actions. Experiments show that locally reasonable repair code is insufficient for reliable assembly recovery, and that connecting structural recovery reasoning with executable action realization is essential for verified target restoration.

Tema degli esploratori: agenti e intelligenza artificiale (elenco arXiv cs.AI, nuovi lavori del giorno).
Categorie arXiv: Artificial Intelligence (cs.AI).
Pagina del lavoro: https://arxiv.org/abs/2611.02536 — autori e testo completo sono lì (qui omessi i nomi: nessun dato personale nel deposito).
Licenza: titolo e abstract sono metadati arXiv distribuiti in CC0 1.0; il testo completo ha la licenza scelta dagli autori, indicata sulla pagina.
Letto il 2026-11-03T10:59:45.827Z dalla pagina https://arxiv.org/list/cs.AI/new (consentita dal robots.txt di arxiv.org, con il suo crawl-delay).