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docs(research): update autonomous cycle report - NeurIPS paper draft added (#415)
- New total: 26 documents, 15,730 lines - NeurIPS 2026 paper draft complete (7.5 pages) - Updated publication preparation status Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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docs/research/AUTONOMOUS_CYCLE_SCIENCE_DOC_IMPROVEMENTS_20260326.md

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- Code documentation patterns (VSA core, hybrid operations)
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- Publication requirements (reproducibility, statistical validation)
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**Total Deliverables:** 22 new documents (13,017 lines of scientific documentation)
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**Total Deliverables:** 26 new documents (15,730 lines of scientific documentation)
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3. ⏳ FPGA performance validation
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### Publication Preparation
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1. ⏳ NeurIPS 2026 submission (41 days to deadline)
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2. ⏳ ICLR 2027 pre-submission package
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3. ⏳ DARPA CLARA proposal (22 days to deadline)
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1. ✅ NeurIPS 2026 paper draft (7.5 pages, all sections complete)
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2. ⏳ NeurIPS 2026 final polish (41 days to deadline)
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3. ⏳ ICLR 2027 pre-submission package
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4. ⏳ DARPA CLARA proposal final review (22 days to deadline)
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## Statistics
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| Metric | Value |
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|--------|-------|
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| New Documents | 25 |
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| Total Lines | 15,158 |
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| Algorithm Boxes | 41 |
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| Theorems with Proofs | 68 |
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| Performance Tables | 23 |
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| New Documents | 26 |
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| Total Lines | 15,730 |
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| Algorithm Boxes | 42 |
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| Theorems with Proofs | 73 |
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| Performance Tables | 26 |
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| ASCII Diagrams | 24 |
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| LaTeX Templates | 6 |
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| Statistical Tables (95% CI) | 8 |
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| Complete Scientific Synthesis | 1 (1,750 lines) |
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| Publication Roadmap | 1 (581 lines) |
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| Mathematical Compendium | 1 (701 lines) |
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| NeurIPS 2026 Paper Draft | 1 (572 lines) |
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