[codex] Harden federated longitudinal SuStaIn - #1

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armaneshaghi wants to merge 4 commits into

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Commits on Jun 8, 2026

Optimize federated/longitudinal hot paths (exact) + golden regression guard

armaneshaghi
and
claude
committed
80c3bea
Constrain federated likelihood cache default
armaneshaghi
committed
65c6fb9
Document longitudinal validation results + refresh limitations

armaneshaghi
and
claude
committed
7d41543
Fix numpy 2.0 scalar conversion errors (#2)

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0397165