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title: SAM-AI by Parallax
emoji: ⚡
colorFrom: blue
colorTo: indigo
sdk: static
pinned: false
license: apache-2.0
---

# ⚡ SAM-AI — Parallax Frontier Autonomous Intelligence Platform

**Parallax Intelligence Lab | Founded by Samrish**

Welcome to the official public web platform for **SAM-AI**, a sovereign frontier autonomous intelligence engineered by **Parallax**.

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### 🌐 Official Cloud Server & Live Web Domain
- **Direct Standalone Web App**: [https://samrish2009-sam-ai-reasoning-playground.static.hf.space](https://samrish2009-sam-ai-reasoning-playground.static.hf.space)
- **Hugging Face Space Portal**: [https://huggingface.co/spaces/Samrish2009/SAM-AI-Reasoning-Playground](https://huggingface.co/spaces/Samrish2009/SAM-AI-Reasoning-Playground)
- **Custom Domain Support**: Point your custom domain via `CNAME` record to `hf.space` (requires Hugging Face PRO or Team tier).

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### 🧰 The Complete Frontier Tool & Skill Suite

SAM-AI integrates native agentic capabilities across reasoning, execution, and web grounding:

1. **🐍 In-Browser Python Code Interpreter (Pyodide Wasm)**:
   - Client-side WebAssembly Python runtime.
   - Run math proofs, simulations, NumPy algorithms, and data processing directly in your browser with 0 latency.
2. **🌐 Live Web Search & Deep Research Grounding**:
   - Multi-hop real-time knowledge retrieval with dynamic footnote citations `[1]`, `[2]`.
   - Synthesizes findings across scientific literature and public information.
3. **🎨 Claude-Style Interactive Canvas & Artifacts Studio**:
   - Split-screen workspace for real-time compilation and execution of HTML5, CSS3, JavaScript, 2D arcade games, and Mermaid architecture diagrams.
   - One-click artifact downloads (`.html`, `.py`, `.js`).
4. **🧩 ARC-AGI-3 Reasoning & Search Engine**:
   - Macro-Action BFS path planning, frame-delta differential tracking, and spatial transformation reasoning.
5. **📂 Any-to-Text Universal File Ingestion**:
   - Upload and parse text files, source codebases, CSV datasets, JSON structures, and documents directly into model context.
6. **🤖 Antigravity Autonomous Pair-Programming Agent**:
   - ReAct execution loop capable of reading files, generating code, running terminal commands, and self-correcting errors.
7. **🔌 Universal Model Context Protocol (MCP) Server**:
   - Anthropic MCP JSON-RPC 2.0 compliant bridge enabling tools to be called from OpenCode, Cursor, and Claude Desktop.

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### 📦 Published Artifacts & Competitions
- **Hugging Face Model Hub**: [Samrish2009/SAM-AI-Reasoning-v4](https://huggingface.co/Samrish2009/SAM-AI-Reasoning-v4) (14B LoRA reasoning weights, $r=16$)
- **Kaggle ARC-AGI-3 Competition**: Interactive track participant (`samrishb`) evaluating macro-action exploration on ARC Prize 2026.
- **Kaggle ARC-AGI-2 Competition**: Solver notebook `samrishb/arc-agi-2-sam-ai-solver` evaluating $D_4$ dihedral symmetry rules.