TL;DR: ai-guardian-launch

• My AI bot hallucinated fake news & nuked my account for $8k. An LLM's confidence is a statistical trap, not a measure of correctness.
• Stop AI losses with the Guardian Pattern: a deterministic layer that validates every AI trade proposal against your hard-coded risk rules.
• The AI only suggests; the Guardian executes. Define your guardrails (max drawdown, trade size, allowed assets) in a simple config file.