When PI Reweighting Helps, Hurts, or Simply Moves the Risk

MIPS Promoting Interoperability reweighting can reduce burden, but it's not a safety net. It often just shifts risk to other categories like Quality or Cost. Worse, submitting PI data can accidentally cancel your reweighting protection. Don't mistake relief for compliance. Know your status, document your decision, and model where the weight goes. Chirpy Bird helps practices review reweighting assumptions, avoid submission traps, and build a defensible MIPS strategy before reporting season ends.