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ee2452e2c3
- Promote the expanded Virtio-Net Packet-as-Computation (PIST) and QEMU graphics backplane spec from the artifacts directory to 6-Documentation/docs/specs/. - Update root README.md to highlight virtualized DMA computation fabrics. - Expand 6-Documentation/INFRASTRUCTURE.md to detail host GPU/APU auto-profiling, lossless color ranges, and framebuffer packing shims. - Keep AGENTS.md aligned with core surfaces. Build: 3313 jobs, 0 errors (lake build)
75 lines
4.6 KiB
Markdown
75 lines
4.6 KiB
Markdown
# Research-Stack (OTOM)
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**Ultra-low power, zero-decimal data routing and compression.**
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If you just stumbled across this repository, you might see words like "Topological State Machine" and "Manifold Points" and assume this is dense, academic magic. **It isn't.**
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This project is actually built on a very simple, grounded idea: **Modern computing is incredibly wasteful.**
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Right now, running AI or compressing massive datasets requires giant, power-hungry GPUs because they rely on *Floating-Point Math* (heavy decimals like `3.14159...`). We prove that you don't need decimals. You can map complex data (like the grammar of the English language) into structural shapes, and navigate them using **only simple integers (whole numbers).**
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Because we only use addition, subtraction, multiplication, and modulo, this system can run on a $15 blank-slate microchip (an FPGA) instead of a massive server farm.
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## 🛠️ How we know it works (Zero Guesswork)
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We do not guess that our integer math works. We prove it.
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The core of this project is written in **Lean 4**, a strict mathematical theorem prover.
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If our logic has a flaw, *the code physically will not compile.* We currently have **746 verified Lean modules** across a **3,313-job deterministic build** (0 errors) securing this engine.
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Python, Rust, and Verilog only exist in this repository to act as "dumb pipes" to feed data into our proven mathematical core.
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---
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## 📁 Repository Structure (By Goal)
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Everything is numbered so you know exactly what depends on what.
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| Folder | What it actually is (Plain English) |
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| :--- | :--- |
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| **`0-Core-Formalism/`** | **The Brain.** Lean 4 code. The mathematically proven integer arithmetic. This is the source of truth. |
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| **`1-Distributed-Systems/`** | **The Network.** Code for making multiple computers talk to each other to share the workload. |
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| **`2-Search-Space/`** | **The Navigator.** Algorithms that search through our data shapes to find the best routes. |
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| **`3-Mathematical-Models/`** | **The Library.** Where we store our databases of equations and compressed English grammar shapes. |
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| **`4-Infrastructure/`** | **The Drivers.** Code that physically talks to the hardware, GPUs, and APIs. |
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| **`5-Applications/`** | **The Executables.** Python scripts that run the system end-to-end. (These are just shims connecting data to our Lean 4 Brain). |
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| **`6-Documentation/`** | **The Manual.** Where you'll find plain-English explanations and our theoretical papers. |
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| **`shared-data/`** | Raw data, cache, and exported files. |
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---
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## 📖 Where to start?
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If you are new here, read these two files first:
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1. **[Explanation for Humans](6-Documentation/EXPLANATION_FOR_HUMANS.md)** - A translation guide for our technical jargon.
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2. **[Calculator-Plain Math](6-Documentation/calculator_plain_math.md)** - Proof that every complex concept we use can be calculated on a high-school graphing calculator.
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## 🚀 Quick Start
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```bash
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# 1. Compile the mathematically proven core (Takes ~1-2 minutes)
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cd "0-Core-Formalism/lean/Semantics"
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lake build
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# 2. Run the English Manifold Builder (Compresses English via grammar shapes)
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cd "../../.."
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python3 5-Applications/scripts/redpajama_english_manifold.py
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```
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## ⚖️ The One Rule for Contributors
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**Lean is the source of truth.**
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If you add logic, it goes in `0-Core-Formalism/lean/Semantics/` and must be mathematically proven. Python scripts may not contain complex math, branching logic, or cost functions. Python is just the delivery boy for Lean.
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---
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## 🗄️ Infrastructure (Current)
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| Component | Description |
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| :--- | :--- |
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| **`4-Infrastructure/infra/ene-rds/`** | Rust workspace (8 crates) replacing the Python RDS stack — Axum HTTP API, PostgreSQL, Ollama embeddings |
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| **`4-Infrastructure/storage/`** | restic + Garage S3 (v2.3.0, Tailscale mesh) + rclone storage stack with automated observer agent |
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| **`.devcontainer/`** | NixOS hermetic devcontainer with OpenGL/X11, Lean, Python science stack, MCP servers (Notion + AWS) |
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| **`4-Infrastructure/infra/credential_server.py`** | Credential gateway with apiProvider service kind and cupfox routing |
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| **`4-Infrastructure/shim/vcn_compute_substrate.py`** | VCN H.265 video-as-compute substrate with auto-profiling (NVIDIA CABAC lossless vs. AMD UMA bandwidth optimization) |
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| **`4-Infrastructure/shim/qemu_framebuffer_packer.py`** | Zero-copy framebuffer (`/dev/fb0`) packer with ARGB8888 100% density mapping (1 pixel = 1 scalar) |
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| **`6-Documentation/docs/specs/virtio_net_compute_fabric_spec.md`** | Spec detailing Virtio-Net packet-as-computation (PIST) and QEMU graphics backplanes |
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---
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*Research Stack — All Rights Reserved*
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