About the Author
Bio
Dmitrii Vasilev is the principal investigator of the Trinity S³AI Research Group, working on φ-numerics for neural network training, ternary FPGA hardware, and formal verification of training invariants. Current work centres the identity
\[ \varphi^2 + \varphi^{-2} = 3 \]
as the algebraic anchor of GoldenFloat (GF4..GF64) quantization and the IGLA RACE runtime invariants (INV-1..INV-9), each backed by Coq theorems in the t27 canonical home.
Selected work — 13 Zenodo records
- B001 HSLM Ternary NN
- B002 FPGA Zero-DSP Architecture
- B003 TRI-27 Verifiable VM
- B004 Queen Lotus Adaptive Reasoning
- B005 Tri Language Formal DSL
- B006 GF16 Probabilistic Format
- B007 VSA Operations for Ternary (anchor)
- Z01 FPGA Autoregressive Ternary LLM
- Z02 Latest version FPGA AR
- Z03 Self-Evolving Ouroboros
- Z04 VSA Balanced Ternary SIMD
- Z05 φ-RoPE Attention
- Z06 Sparse Ternary MatMul
Acknowledgments
This monograph was prepared with AI-assisted code generation; human first-author and review. Apache 2.0 license. AI-as-author is forbidden.
phi^2 + phi^-2 = 3 · TRINITY · NEVER STOP 🌻