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docs(DESIGN): cite the frame-sampling paper for Decision 1 - #4

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Jul 25, 2026
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docs(DESIGN): cite the frame-sampling paper for Decision 1#4
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@Jncch Jncch commented Jul 25, 2026

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Fills the Decision 1 citation placeholder in DESIGN.md with the verified reference (Li & Shi, arXiv:2606.29472). Confirmed against the paper PDF: Section 3.2 + Algorithm 1 + the Section 6.2 five-way selection ablation (uniform/pixel-diff/random/CLIP converge).

🤖 Generated with Claude Code

Fill the "(Link the paper in this section when publishing.)" placeholder
with the verified reference: Li & Shi, "Agent-Computer Observation
Interfaces Enable Dynamic Computer Use", arXiv:2606.29472 (2026). Their
Section 6.2 ablation over uniform/pixel-diff/random/CLIP frame selection
finds downstream accuracy converges, with a <1% pixel-change gate as the
default - the basis for the "simple pixel math, no learned models"
decision.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01WyitJEKkrbE4VYXnk2buwA
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Jncch merged commit 57981a6 into main Jul 25, 2026
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Jncch deleted the docs/design-paper-citation branch July 25, 2026 00:46
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