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Mythos Whitepaper

Version 1.0.0 — The Autonomous AI Trading Factory

1. Introduction

Mythos represents a paradigm shift in decentralized algorithmic trading. By leveraging a combination of real-time data pipelines (Rust), highly capable Large Language Models (LLMs), and strict risk-management engines, Mythos operates as an entirely autonomous hedge fund.

Unlike static grid bots or simple indicator-based scripts, Mythos is agentic. It forms a market thesis, validates it against Monte Carlo simulations, and executes with precision latency.

2. Core Architecture

  • Data Ingestion: Normalizing tick data, order book depth, and funding rates.
  • LLM Synthesizer: Interpreting market sentiment, news, and technical patterns.
  • Execution Engine: Routing orders via CCXT to minimize slippage.

3. Risk & Invariants

Safety is hardcoded. The system operates with immutable invariants that prevent catastrophic drawdowns. Maximum position sizing is capped at 5% of AUM per trade, and a global stop-loss halts all activity if portfolio value drops by more than 10% in a 24-hour window.