PBZ Lifecycle Research

Simple filters reduced some poor baskets but repeatedly damaged the behaviour that made the original approach interesting.

• Negative results remain part of the permanent research record.
• Persistence-trend drawdowns remain the central unresolved failure mode.
• The current form is not trusted for normal deployment risk.

Reframe the hypothesis around basket lifecycle and regime identification before testing further variants.