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X-citedOpen sourceUC-142routing

CUA-S1-FORMS specialist

CUA-S1-FORMS applies the System One pattern to forms: a 706,048-parameter, 2.8 MB MIT model chooses FILL/CHECK/CLICK/SKIP in one forward pass instead of making an LLM reason through the form.

Primary source

CUA-S1-FORMS specialist

CUA-S1-FORMS applies the System One pattern to forms: a 706,048-parameter, 2.8 MB MIT model chooses FILL/CHECK/CLICK/SKIP in one forward pass instead of making an LLM reason through the form.

Category: routing
Primitives: choice, noul
Source type: x
Open source: yes

Date: 2026-09-19

Citations

  • https://x.com/Shasko/status/2101310346107457929
  • https://github.com/trycua/cua
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