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.
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