Harden high-risk algorithm regression tests #19

Add targeted regression tests around the model behavior most likely to regress.

Acceptance criteria:

• IPCA ALS tests cover multi-factor recovery and identified convergence.
• CAE tests cover checkpointed validation outputs and two-step return prediction.
• SDF tests cover validation tracking, checkpoint extraction, and return projection behavior.
• Portfolio tests cover constraints and checkpointed predictions.