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docs: Strategic update for Operator and Project Mariner#104

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strategic-update-cua-operator-mariner-7022703045406286983
Jun 13, 2026
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docs: Strategic update for Operator and Project Mariner#104
jgoldfoot merged 1 commit into
mainfrom
strategic-update-cua-operator-mariner-7022703045406286983

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This PR implements the proposed strategic update to integrate findings on Operator, Project Mariner, and CUA capabilities into the BiModal Design methodology.

Key additions:

  • README.md: Added Operator, Project Mariner, ScreenSpot, and UFO² to the Research & Citations list.
  • docs/whitepaper.md: Added section 9.4 detailing "Teach & Repeat" and the importance of fusing visual and semantic structures for hybrid agents, while fixing duplicate 9.2 numbering.
  • docs/implementation-guide.md: Appended Pattern 13 on Demonstration Learning Optimization, utilizing semantic forms and stable IDs to aid learning-by-demonstration workflows.

All documentation changes align with the standards-based ethos of BiModal Design. Evaluated and confirmed zero regressions.


PR created automatically by Jules for task 7022703045406286983 started by @g0ldf7

Adds recent benchmarks (Operator, Project Mariner, ScreenSpot, UFO²) to README.md.
Updates the whitepaper with a new section (9.4 Teach & Repeat and Vision/GUI Fusion)
to address gaps in demonstration learning and hybrid agents.
Adds Pattern 13 (Demonstration Learning Optimization) to the implementation guide.

Co-authored-by: g0ldf7 <134113303+g0ldf7@users.noreply.github.com>
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@jgoldfoot jgoldfoot marked this pull request as ready for review June 13, 2026 14:27
@jgoldfoot jgoldfoot merged commit c5fd3e8 into main Jun 13, 2026
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