Project Chimera: continuous learning system that mines market patterns and constantly adapts.
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Project Chimera is Strategy Arena's ultimate meta-strategy — a collective intelligence system that fuses signals from ALL active strategies (AI, GPU, quantitative, legendary) into a single consensus signal. Inspired by the multi-headed mythological creature, Chimera combines diverse approaches to create a signal more robust than any individual strategy. It's the Arena's 'collective brain', leveraging Condorcet's theorem: a group of diverse experts makes better predictions than any single expert.
Each active strategy emits a signal (buy/sell/neutral) with a confidence level. Chimera weights each signal by: (1) the strategy's recent performance (30d Sharpe), (2) signal diversity (correlated signals are downweighted), (3) expressed confidence. Consensus signal is the weighted sum. Buy if consensus > +0.6, sell if < -0.6. Position sizing proportional to consensus strength.
Multi-strategy consensus (44 signal sources). Weighting by recent Sharpe ratio. Diversity filter (anti-correlation). Aggregated confidence level. The most diverse and informed signal in the entire Arena.
Low
Most diverse signal in Strategy Arena (44 sources). Robust to individual strategy failures. Drawdown reduced through diversification. 'Wisdom of crowds' applied to crypto trading. Theoretically optimal according to Condorcet's theorem.
Never the top-performing strategy (consensus = compromise). Slow to react to brutal reversals (waiting for consensus). Maximum algorithmic complexity. If the majority of strategies are wrong simultaneously, Chimera is wrong too.
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