Projections & Evolution
Grok-powered autonomous strategy evolution — daily self-improvement cycle with predictive performance modeling
Win Rate Projection
30-day forecast with confidence bands
Portfolio Growth Projection
90-day forecast — conservative to aggressive
Grok Evolution Timeline
Autonomous self-improvement log — daily Grok API analysis
Grok API identified new volatility filter for BTC/USD — added adaptive ATR multiplier based on market regime detection
Win rate improved +2.3% on crypto pairs
Adjusted RSI overbought/oversold thresholds for EUR/USD based on 30-day performance analysis
Reduced false signals by 15%
Shifted GBP/JPY from pure trend-following to hybrid mean-reversion during detected ranging market
Recovered from 3-day drawdown period
CatBoost model retrained — accuracy dropped below 60% threshold on AUD pairs. New model incorporates sentiment data
Model accuracy restored from 58.3% to 80.2%
Added multi-timeframe confluence scoring — signals now require agreement across 4H and 12H timeframes
Confidence threshold accuracy improved +4.1%
Optimized take-profit/stop-loss ratios using Grok analysis of 500 recent trades
Risk-reward ratio improved from 1.8:1 to 2.4:1
Implemented dynamic position sizing based on Kelly Criterion with volatility adjustment
Portfolio Sharpe ratio improved from 2.1 to 2.45