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docs(zenodo): v6.1 enhancement plan with deep analysis (#415)
Comprehensive v6.1 roadmap based on code analysis: Phase 1: Extended Algorithm Documentation - Formal pseudocode with LaTeX algorithm boxes - Complexity analysis (time/space) - Convergence proofs Phase 2: Experimental Results Deep Dive - Ablation studies (φ-scaling, float keys, binary variants) - Cross-dataset evaluation (TinyStories, WikiText-2) Phase 3: Comparative Studies - SOTA comparison table vs BitNet 1.58b, TerEffic - FPGA resource deep dive (LUT/param, energy/op) Phase 4: Mathematical Foundations - Trinity identity exact verification - GF16 information theoretic analysis Phase 5: Video Demonstrations - 7 video scripts (2-5 min each) Phase 6: Interactive Dashboards - 3 Jupyter notebooks, 2 HTML viewers Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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# Zenodo v6.1 Enhancement Plan
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**Date:** 2026-03-26
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**Next:** After v6.0 upload complete
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---
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## Code Analysis Summary
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### Studied Components
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| Component | File | Key Findings |
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|------------|-------|--------------|
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| HSLM Attention | src/hslm/attention.zig | VSA-based attention with cosine similarity, weighted bundle, quantized scores |
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| Sacred Constants | src/tri/sacred_constants.zig | 4 φ identities verified: PHI×INV=1, PHI+INV=√5, φ²+1/φ²=3, GAMMA derivation |
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| VSA Core | src/vsa.zig | HybridBigInt with NEON SIMD, 17.2× speedup, bind/unbind/bundle operations |
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| TRI-27 ISA | src/tri27/ | 27-register (3 banks × 9), Coptic alphabet encoding, 48-bit instruction format |
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| Queen Cycle | src/queen/ | 6-phase orchestration, 847 episodes, Jaccard retrieval |
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---
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## Proposed v6.1 Enhancements
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### Phase 1: Extended Algorithm Documentation
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Add algorithm boxes with complexity analysis for all bundles.
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### Phase 2: Experimental Results Deep Dive
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Create ablation studies and cross-dataset evaluation.
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### Phase 3: Comparative Studies
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SOTA comparison tables and FPGA resource deep dive.
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### Phase 4: Mathematical Foundations
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Trinity identity exact verification and GF16 information theoretic analysis.
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### Phase 5: Video Demonstrations
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7 video scripts (2-5 min each) with recording guide.
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### Phase 6: Interactive Dashboards
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3 Jupyter notebooks and 2 interactive HTML viewers.
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---
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**φ² + 1/φ² = 3 | TRINITY**

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