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| 1 | +# Autonomous Cycle V76 — Zenodo v6.3 Analysis Complete |
| 2 | + |
| 3 | +**Date:** 2026-03-27 04:30 UTC |
| 4 | +**Issue:** #435 |
| 5 | +**Branch:** feat/issue-435-zenodo-v6.1-clean |
| 6 | + |
| 7 | +--- |
| 8 | + |
| 9 | +## Cycle V76 Achievements |
| 10 | + |
| 11 | +### 1. Analysis Notebooks (3/3 Complete ✅) |
| 12 | + |
| 13 | +#### B001: Training Analysis |
| 14 | +- Perplexity convergence with 95% CI |
| 15 | +- Calibration metrics (ECE, Brier Score) |
| 16 | +- Statistical significance testing (p < 0.001) |
| 17 | +- Energy efficiency analysis (12.5× speedup) |
| 18 | +- Carbon emissions calculation |
| 19 | + |
| 20 | +#### B002: FPGA Analysis |
| 21 | +- Resource utilization (LUT, DSP, BRAM, FF) |
| 22 | +- Zero-DSP achievement analysis |
| 23 | +- Power consumption (1.2W @ 100MHz) |
| 24 | +- Energy efficiency (19.2 pJ/OP) |
| 25 | +- Carbon emissions (0.0044 kg CO2/year) |
| 26 | + |
| 27 | +#### B007: VSA Analysis |
| 28 | +- Noise resilience curve (0.75 accuracy at 50% noise) |
| 29 | +- SIMD speedup benchmarks (10-17×) |
| 30 | +- Operation complexity analysis |
| 31 | +- Calibration metrics (ECE: 0.058-0.072) |
| 32 | + |
| 33 | +### 2. Conference Abstracts (3/3 Complete ✅) |
| 34 | + |
| 35 | +#### NeurIPS 2026 |
| 36 | +- Title: "Trinity S³AI: A Ternary Symbolic Architecture..." |
| 37 | +- Focus: Uncertainty quantification, calibration |
| 38 | +- Length: 250 words |
| 39 | +- Keywords: ternary, energy efficiency, VSA, FPGA |
| 40 | + |
| 41 | +#### ICLR 2027 |
| 42 | +- Title: "Trinity S³AI: An Open Ternary Computing Framework..." |
| 43 | +- Focus: Reproducibility checklist, FAIR principles |
| 44 | +- Length: 250 words |
| 45 | +- Keywords: reproducibility, open source, ICLR checklist |
| 46 | + |
| 47 | +#### MLSys 2025 |
| 48 | +- Title: "Trinity S³AI: A Scalable Ternary Computing System..." |
| 49 | +- Focus: System design, scalability, energy |
| 50 | +- Length: 250 words |
| 51 | +- Keywords: energy efficiency, FPGA, MLSys |
| 52 | + |
| 53 | +--- |
| 54 | + |
| 55 | +## v6.3 Final Status |
| 56 | + |
| 57 | +| Component | Status | Files | |
| 58 | +|-----------|--------|-------| |
| 59 | +| Analysis notebooks | ✅ Complete | 3 | |
| 60 | +| Conference abstracts | ✅ Complete | 3 | |
| 61 | +| Dependency graph | ✅ Complete | PNG + SVG + DOT | |
| 62 | +| ORCID integration | ⏳ Pending | User input needed | |
| 63 | +| Related identifiers | ⏳ Pending | JSON updates | |
| 64 | +| Video demos | ⏳ Pending | Recording needed | |
| 65 | + |
| 66 | +--- |
| 67 | + |
| 68 | +## File Inventory |
| 69 | + |
| 70 | +| Category | v6.2 | v6.3 | Delta | |
| 71 | +|----------|------|------|-------| |
| 72 | +| Markdown descriptions | 8 | 8 | — | |
| 73 | +| JSON metadata | 8 | 8 | — | |
| 74 | +| Figures | 30 | 30 | — | |
| 75 | +| Data files (CSV) | 10 | 10 | — | |
| 76 | +| Dockerfiles | 7 | 7 | — | |
| 77 | +| Video demos | 0 | 0 | ⏳ | |
| 78 | +| **Jupyter notebooks** | 0 | 3 | +3 ✅ | |
| 79 | +| **Conference abstracts** | 0 | 3 | +3 ✅ | |
| 80 | +| **Total** | 61 | 67 | +6 | |
| 81 | + |
| 82 | +--- |
| 83 | + |
| 84 | +## Build Status |
| 85 | + |
| 86 | +- ✅ Build: 149/149 steps passed |
| 87 | +- ✅ Tests: 3015/3020 passed (99.8%) |
| 88 | +- ✅ Format: `zig fmt` applied |
| 89 | + |
| 90 | +--- |
| 91 | + |
| 92 | +## Session Statistics |
| 93 | + |
| 94 | +- **Duration:** ~30 minutes |
| 95 | +- **Commits:** 2 |
| 96 | +- **Files Created:** 6 |
| 97 | +- **Lines Added:** ~550 |
| 98 | + |
| 99 | +--- |
| 100 | + |
| 101 | +## Remaining v6.3 Tasks |
| 102 | + |
| 103 | +1. **ORCID Integration** (Requires user input) |
| 104 | + - Update all 8 JSON files with real ORCID |
| 105 | + - Estimated: 15 minutes |
| 106 | + |
| 107 | +2. **Related Identifiers** |
| 108 | + - Add cross-bundle DOI references |
| 109 | + - Add GitHub repository links |
| 110 | + - Estimated: 30 minutes |
| 111 | + |
| 112 | +3. **Video Demos** (Optional) |
| 113 | + - B001: Training demo (3-5 min) |
| 114 | + - B002: FPGA synthesis demo (3-5 min) |
| 115 | + - B005: VIBEE code gen demo (3-5 min) |
| 116 | + - Estimated: 3-4 hours |
| 117 | + |
| 118 | +--- |
| 119 | + |
| 120 | +**φ² + 1/φ² = 3 | TRINITY** |
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