[WIP] Update sovereign components for better performance

[Copilot]

Thanks for asking me to work on this. I will get started on it and keep this PR's description up to date as I form a plan and make progress.

Original prompt

VRIL LABS

Post-Quantum Sovereign Technology

Post-quantum cryptography  ·  Neural intelligence  ·  Entropy compression

ANCIENT KNOWLEDGE FUTURE TECHNOLOGY
Where ancient wisdom meets computational power.
Bridging the gap between primordial forces and modern science.

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Sovereign Components

Four precision-engineered systems. Each purpose-built to be structurally superior to anything that came before.

Component	Domain	Key Specs
VRIL-KEM	Post-Quantum Cryptography	384-bit quantum security · MLWE n=4096 · 7-layer CVKDF · IND-CCA2 (EasyCrypt)
VRIL-AI	Neural Intelligence	betterFANN architecture · WASM runtime · UiLLM interface · typed tensor flows
VRIL-ZIP	Entropy Compression	7-layer Fibonacci cascade · φ-weighted · lossless · CVKDF-integrated
VRIL-PROXY / MESH / CERT / HSM	Ecosystem	Sovereign infrastructure stack — active development

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The Cryptographic Core

VRIL-KEM is built on Module-Learning-with-Errors with parameters chosen to defeat both classical and quantum adversaries.

Ring dimension  n = 4096    NTT-friendly prime  q = 12289
Module rank     k = 7       CBD noise parameter η = 3
CVKDF layers    7           Fibonacci weights   [1,1,2,3,5,8,13]

Every design decision traces to a named structural flaw in prior implementations:

• CVKDF One-Wayness — Classical linear key-compression replaced by 7-layer Fibonacci-weighted geometric cascade. EasyCrypt-proven 2⁻¹²⁸ bound.
• HI-Gaussian vs CBD — Hierarchical-Interleaved Gaussian with golden-ratio scaling over standard centered binomial distribution.
• AVX2 NTT Butterflies — 16-way SIMD delivers 6–7× throughput. FPGA achieves 40µs on VU13P — 400× over software baseline.
• Constant-Time Masking — Full DPA/timing resistance. 1st & 3rd order Boolean/arithmetic masking. TVLA-verified.

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Performance Benchmarks

Variant	Security	pk Size	Latency (AVX2)	Use Case
VRIL-2048-5	256-bit	~15 KB	< 2ms	Embedded / IoT
VRIL-4096-7	384-bit	~46 KB	2.4ms	Production (default)
VRIL-8192-11	512-bit	~180 KB	< 8ms	Ultra-High Security

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Research Log

Period	Phase	Milestone
2025 Q4	Foundation	VRIL-KEM Core Specification — MLWE parameters, CVKDF introduced
2026 Q1	Cryptanalysis	EasyCrypt IND-CCA2 · Coq correctness · Jasmin constant-time
2026 Q1	Performance	AVX2 16-way SIMD · FPGA RTL complete · ASIC targets documented
2026 Q1	Security	DPA/timing resistance · Boolean & arithmetic masking · maskVerif
2026 Q1	Integration	TLS 1.3 · OpenSSL provider · Hybrid X25519+VRIL-KEM · < 5ms overhead
2026 Q2	Upcoming	VRIL-AI v1 · VRIL-ZIP Beta · IETF draft for VRIL-KEM TLS extension

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Philosophy

01  Proof-First Design      Security is not claimed — it is machine-checked.
02  Hardware to the Metal   AVX2 → FPGA → ASIC. Software descends to silicon.
03  Cohesive Ecosystem      CVKDF in KEM is the same engine powering VRIL-ZIP.
04  Side-Channel Resistant  Constant-time arithmetic from the first line of code.
05  Open Derivation         Every improvement traces to a specific, named flaw.
06  Production from Day One No mocks. No TODOs. No placeholders. It ships.

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_{© 2026 VRIL LABS — Post-Quantum Sovereign Technology}