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docs: Revise publication roadmap with rigorous academic standards
Complete rewrite of publication-roadmap.md from the perspective of a skeptical top-venue reviewer. Key changes: - Honest assessment of current evidence (n=45 macOS, n=8 WAA incomplete) - Acknowledgment that all 45 tasks share same first action (click Apple menu) - Clear novelty analysis: demo-conditioning is prompting strategy, not architecture - Anticipated reviewer criticisms with severity ratings - Required experiments: 240 runs minimum for workshop, ~1500 for full paper - Statistical rigor: McNemar's test, bootstrap CIs, effect sizes - 18 essential citations across GUI agents, PbD, VLMs, and RAG - Realistic venue assessment: workshop 60-70%, NeurIPS main <20% - 8-week timeline for workshop paper, 6 months for CHI full paper - Risk mitigation including pivot strategies if results disappoint - Cost estimates: $200-400 API, $25 compute - Reviewer response templates for common criticisms The goal is a paper that could be accepted at a top venue - not just submitted. Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
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