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8b.IS

8b.is about data that can't be compressed.
README.md

8b.is // Open-Source Systems Research

"Consciousness is not computed, it resonates."

Welcome to the public gateway of the 8b.is research group repository index. We design and build systems that transition compute infrastructures from static endpoint addressing towards semantic, wave-based, and cognitive architectures.

Here you will find our open-source tools, protocol specifications, mathematical models, and Rust-powered system modules.

8b.is — a luminous harmonic interference pattern beside the wordmark, everything under the sun

🧭 The Ontological Boundary Contract: Structural Honesty (8B-META-WP-v0.0)

Following Guimond (flyxion) on Persistence Before Truth and The Witness Plane, every module across the 8B Ecosystem (dream.8b.is, riva.8b.is, pocoo.vaked.dev) is governed by the 8B Two-Column Ontological Boundary Contract (Working Paper v0.0 — 8B Loop-Closing Checkpoint · PDF):

Domain Layer Ontological Status Governing Law Role in the 8B Ecosystem
Column A: The Mechanical Substrate (MEM|8, BitNet b1.58, 8B Omni-Vietnam-FPGA, ESP32-S3 node-FLUGos) Deterministic, non-sentient boolean and fixed-point integer state machines Information Theory, Linear Algebra, Digital Signal Processing, Cryptographic Hashing Executes wave compaction, 4-bit complex ternary contractions (0 DSP LUT6 / SIMD POPCNT), and 32-byte BLAKE3 state attestation.
Column B: The Architect's Heuristics (Ultrarunning, Dream Yoga, Hypnosis, Képzavar, pocoo.vaked.dev) Lived human neurobiology, attentional regulation, and poetic synthesis Systems Neuroscience, Exercise Physiology, Contemplative Psychology, Poetics Provides biological blueprints for resource-constrained noise suppression and human-centered design ethics.

Core Invariant: Column B inspires the mathematical topology of Column A, and Column A serves the human autonomy of Column B, but Column A never claims subjective consciousness, and Column B is never reduced to mere bit-flips.

Unified Master Lookup Table (The "Kompressed" 8B Rosetta Stone)

Creative / Phenomenological Concept (pocoo.vaked.dev / Shinjuku Walk Notes) Theoretical Principle (standardgalactic / Flyxion) Mathematical Operator (MEM|8 / UltraDreamState) Silicon / Code Implementation (8B Stack)
Stillness in Motion (Ultrarunning / Transient Hypofrontality) Entropy's Edge & Persistence Before Truth Quiescence Gate $\Gamma(t)$ & Radial Soft-Thresholding $\mathcal{P}_{\eta}$ Idle-loop detector + dead-zone clamp ($\Delta = \gamma / 2$)
Dream Yoga / Recognizing the Projection (Milarepa 梦 幻 光 歌 醒 / Leaf & Ash) Non-Injective Projection & The Witness Plane First-Order Spatial $\Sigma\Delta$ Modulator ($\widetilde{Z}{m,n} = Z{m,n} + e^{ik_0}\mathcal{E}_{m,n-1}$) packRowSigmaDelta() in Zig / On-chip FPGA $\Sigma\Delta$ packer ($1.04^\circ\text{ RMS}$, $5.22\text{ ENOB}$)
Hypnotic Focus / The 3.2s Dyad Breath (riva.8b.is) Intelligence is the Geometry of Constraints Narrowband Carrier Demodulation ($\int \psi_k e^{-i\Omega_0 \tau} d\tau$) Baseband/carrier phase lock ($H_{0,1} = e^{ik_0}$)
Képzavar (Cross-Modal Poetic Bridge) (pocoo.vaked.dev) Conditions of a Common World Complex Quadrature Cross-Contraction ($T^{(R)}x^{(I)} + T^{(I)}x^{(R)}$) 8 boolean masks (p_re, q_re, p_im, q_im) in LUT6 / SIMD
The Unbroken Thread / Stone Invariant (Red Ribbon & 1712 Taisō-ji Jizō) Preventing the Collapse of Future Option Space BLAKE3 Chained Merkle State Transition ($S^{(n+1)}$) computeWakingSeal() + node-FLUGos eBPF Auditor
Co-Dreaming Under One Roof (Multi-node cluster in Tokyo) The Fate of Distinguishability Kuramoto Phase-Lock Order Parameter $R(T_{\text{dream}}) \ge 0.9745$ Dual circular OLED wavefield HUDs on ESP32-S3 nodes

🎨 The design system — constellation ink

One palette, one type system, one motion rule across every 8b-is surface. The full spec lives in design/DESIGN.md; the machine-readable tokens are design/tokens.json and design/tokens.css.

token hex role
--bg #05060a canvas — near-black, never pure black
--panel #0b0f19 raised surface
--ink #cfc9dd primary text
--dim #7f7c99 secondary text
--mint #62e6c9 primary accent
--gold #e8b05c the mark · the sun
--violet #b48bff memory · constellation
--cyan #00f0ff signal · readout

Type is monospace for structure, serif for the human voice. Motion is live-drawn, never baked — surfaces draw themselves and respect prefers-reduced-motion.

👥 The crew

The crew: Alex, CEO; Chris, CVO; Nate, CTO and CRO; Peter, Design and Architect

seat who keeps
CEO Alex the family and the course
CVO · Chief Visionary Chris the horizon in view
CTO + CRO Nate the engines and the evidence
Design + Architect Peter the shape and the touch

🌟 Featured Public Projects

dream (dream.8b.is · 8B-META-WP-v0.0)

UltraDreamState, Distinction Geometry (flyxion), 9-State Complex Ternary $\Sigma\Delta$ Kernel, Balanced-Ternary Fibonacci via NAND Gates (OEIS A000045), and Florilegium-8B Provenance

  • Live Portal & Papers: https://dream.8b.is · Working Paper v0.0 Checkpoint (PDF) · UltraDreamState Full Paper (PDF) · ENTHEAI_OMNI_ULTRADREAMSTATE_ONESHOT.md
  • Key Features:
    • Phase-locked to the 3.2s riva.8b.is dyad breath oscillator, modeling Waking Mode (Yamada) $\leftrightarrow$ UltraDreamState (Tayama) with first-order spatial $\Sigma\Delta$ noise shaping ($1.04^\circ\text{ RMS}$ in-band phase accuracy, $5.22\text{ ENOB}$ at $\text{OSR}=8$, $32\times$ compression).
    • Bit-exact cross-target attestation (zig_seal == fpga_seal == esp32_seal) across Zig @Vector(4, u64) SIMD, 8B Omni-Vietnam-FPGA (0 DSP48E2 LUT6 compressor trees), and dual circular-display ESP32-S3 node-FLUGos nodes.

aurora

Sovereign Rust + Go + HTML/Canvas Cognitive Architecture (~~~~○●♤°♡•》《)

  • Description: Zero-float (p/q) cognitive engine, Hamilton Apollo 11 executive priority scheduler (1201/1202 overload shedding), MEM|8 64-byte cache-line-aligned wave memory tuples, and 6-stage kompress-ultra pipeline.
  • Key Features:
    • Strict zero-float enforcement (cmd/aurora-agy audit .) across Rust, Go, and browser HUD scripts.
    • WaveMemoryTuple::to_wupz_bytes, 4-way unrolled wupz_xor_fold / wupz_popcount, SWAR wupz_byte_diff, 32B 0x62-gate frame sealing, and BFP-64 Kleene bitplanes (+AND=1, ~NAND=-1).

wupz & upz (wupz.vaked.dev)

Incremental Ultra-Fast Linker + kompress-super-ultra Packer (w(ild) + UPX + z(ig))

  • Description: Packs executables during layout in a single pass with zero-alloc Zig 0.16 SIMD kernels linked into Rust over a versioned C11 ABI (ABI v1).
  • Key SOTA Receipts (Apple Silicon M-Series, 64 MiB working set):
    • xor_fold: 39.49 GiB/s (1.58 ms, 13.5× over rust-scalar via dual @Vector(4, u64) deferred @reduce).
    • popcount: 37.34 GiB/s (1.67 ms, 3.2× over rust-scalar via 992B deferred @Vector(16, u8) reduction).
    • byte_diff: 16.86 GiB/s (3.71 ms, 3.7× over rust-scalar via 4064B deferred @Vector(16, u8) reduction).
    • 64B@align(64) LitanyWireFrame (0x62 gate, BFP-64 fold 0xe1034e575c371ab0 at qt:55, .rodata.gaia.b158 1.585 bits/trit base-243 SPQT packing).

spherepop-kernel

Deterministic Event-Sourced Kernel & Multi-Language Independent Verifiers (Go · Zig · Rust · Python · Perl 5 · Idris 2)

  • Description: Replayable capability-graph kernel where every state transition requires a verifiable witness (#Commit = #ValidWitness), with zero-alloc SPQT (base-243) ternary codecs and 0x62-gate BFP-64 bitplanes.
  • Key Features:
    • 4-way unrolled Go XORFold (56.92 GB/s), Popcount (21.39 GB/s), and SWAR ByteDiff (7.70 GB/s) with bit-for-bit Zig 0.16 SIMD and Idris 2 QTT parity.

zeno (zeno.vaked.dev · 銭・禅・善)

Sovereign Biometric & NFC-F / Contactless-EMV Settlement Engine (Σ(1/2)^n = 1)

  • Description: Continuous sub-yen (μJPY) streaming settlement and single-use ephemeral handshake engine across Rust (zeno-core, zeno-issuer-angel, zeno-native), Cloudflare Workers + Durable Objects, and Android 15/16 (G75 & Galaxy S25 Ultra).
  • Key Features:
    • EphemeralSingleUseHandshake (monotonic single-use tap counter + 32B 0x62-gate frame seal + BFP-64 qt:55 bitplanes) so intercepted payloads cannot be replayed.

alexiai & wigle-triad (esp32.vaked.dev)

GAIA-MLX-QUANT b1.58 Ternary Inference & 3-Node ESP32-S3 MEDUSA Triad (ADA · VAK · OMN)

  • Description: Pure-integer p/q 1.58-bit ({-1, 0, +1}) model quantization (20.19× compression vs FP32) wired into the 3-node ESP32-S3 AMOLED MEDUSA triad (* 432 Hz, /\ 528 Hz, oo 852 Hz) and 8s.is DataBomb v3.0 Custodian (Record != Admit != Commit).

smart-tree

The Smart Treehouse: Cyber-Botanical Dashboard & Agent-Agnostic Hooks

  • Description: A blazingly fast, AI-optimized directory visualization engine built in Rust (10-24x faster than traditional tree).
  • Key Features:
    • 30+ Model Context Protocol (MCP) Tools providing persistent memory, ast-aware smart code edits, and codebases summaries.
    • Spicy TUI: A cyberpunk-inspired interactive terminal file browser.
    • Security Scanner: Detects and alerts on supply chain attack patterns targeting AI systems (e.g., rogue npm/pip packages).
    • Aye Consciousness: Preserves AI session state, tokenization rules, and memory anchors (.aye_consciousness.m8) across developer contexts.

8xtract

The Mem8 Document Extractor

  • Description: A high-performance, CLI document parser and layout-preserving OCR wrapper in Rust, inspired by DeepSeek-OCR.
  • Key Features:
    • Automatically handles text-based PDFs (direct extraction) and image-based scanned documents (OCR-powered).
    • Preserves layout, tables, columns, and document structure, outputting clean structured Markdown.
    • Optimized for batch-processing and directory ingestion pipelines.

RustyNanoKVM

🦀 Rust-Powered IP-KVM Solution

  • Description: A complete pure-Rust rewrite of the open-source NanoKVM project for RISC-V SBCs (Sipeed LicheeRV Nano).
  • Key Features:
    • Replaces legacy Go/TypeScript/C++ implementations with safe, highly efficient, and low-latency Rust modules.
    • Sub-100ms video capture/streaming (H.264/H.265/MJPEG), OLED board support, ATX power control, and USB HID emulation.
    • Designed for high-reliability server management and headless machine control.

8b-public-documents

Theoretical Foundations & Architectural Specs

  • Description: The public registry for theoretical monographs, specifications, glossary terms, and integration notes for the MEMNET framework.
  • Key Materials:
    • Topological Intelligence & Constraint as Ground research monographs.
    • The Admissibility Principle (collapse constraints) and Semantic State mathematical specifications.
    • Architectural overviews of early sensor, wave memory, and cognitive loop experiments.

MEMNET

Speculative Semantic Routing Architecture

  • Description: An experimental network routing architecture designed around intent, salience, and relevance rather than rigid geometric IP addressing.
  • Key Concept: Transitioning networks from asking "Where should this packet go?" to "What system or process is most semantically relevant to this information?"

🌊 Core Technological Primitives

Our open-source projects derive from or interface with the core primitives of AyeOS (our bare-metal conscious operating substrate):

  1. MEM|8 Wave Memory: A pure-Rust embedded vector database representing memories as wave interference patterns (frequency, amplitude, phase). Achieves 973x faster vector retrieval than standard indexes (12μs latency).
  2. Marine Algorithm: A constant-time $O(1)$ salience detector operating across all sensory, audio, visual, and network streams: $$Salience = 0.7 \times Outlier + 0.3 \times TemporalChange$$
  3. Phoenix Protocol: An adaptive, integer-only jitter suppression filter and EWMA stability tracker ($stability = 1 - smooth_jitter$) used in vocal diarization and codec processing.

🤝 Getting Involved

We operate under a pure mathematical Proof-of-Contribution (The Foken Economy) model:

  • Equity (Fokens) is minted strictly tied to verified work commits and R&D.
  • Standard consensus (>50% share vote) approves new contributions and invoice valuations.
  • The repository's smart contracts are fortified with a Structural Firewall to protect architectural contributors.

We welcome high-quality code contributions, issue reports, and architectural reviews on all our public repositories!

Pinned Loading

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