🧬 DNA 2.0: Symbol-Aware Quality

Executive Summary

Today we deployed the most significant update to the DNA Evolution system. By integrating Symbol-Aware Gating (SAG), we have solved the "low quality" noise issue for non-crypto assets. Every signal generated by the system is now cross-referenced against its specific strategy-symbol historical performance from our 2,000+ trade database.

Key Enhancements

1. Symbol-Aware Gating (SAG) NEW

We no longer assume a strategy works on all symbols. The system now enforces mandatory performance floors:

• Forex & Equity Hard Gate: Must have a proven historical Win Rate of >= 55% on that specific pair to appear.
• Reputation Penalties: Strategies with <45% WR on a specific symbol are automatically penalized -35 points, flagging them as "Toxic" for that asset.
• Confluence Bonuses: High-conviction strategy-symbol pairs receive a +15 score boost.

2. Regime-Aware Risk Scaling UPGRADE

The DNA Revival engine now dynamically adjusts parameters based on the HMM Market Regime (Bear/Bull/Crash):

• Bear/Crash Mode: Automatically tightens Stop Losses by 30% to protect capital while widening Take Profits by 50% to capture violent "revenge bounces."
• Fear Factor Boost: Confidence scores are boosted by +12% during extreme fear (F&G < 15), where contrarian edge is highest.

3. DNA Revival Deployment

We successfully revived 4 stalled high-conviction strategies, generating 22 actionable signals during a period of extreme market stress. All signals are now unified under the dna_genome aggregation node.

Current Performance Snapshot

Technical Verification

All updates have been committed to the main production pipeline and are visible at findtorontoevents.ca/audit. Synchronization with the MySQL database is complete.