@jackpkrzwr
In summary, Pi Cycle remains a helpful historical lens but should be used in a multi-factor framework. Validate it against current market structure—derivatives dominance, ETF flows, custody trends—and pair with on-chain health metrics to improve signal quality. Always account for regime shifts and avoid treating it as a deterministic timing tool: use it to prompt further investigation and risk reduction when corroborated by other signs of market exhaustion.
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