Verify fail MacOS

[panscamera]

Hello, I'm getting a fail on the ./verify check every time for a hash mismatch. I just downloaded the repo today so I'm wondering if there's something obvious somewhere I'm missing.
I'm running a MacBook Pro with an M4 Max, 128 GB of memory and macOS Tahoe 26.2

[ruvnet]

The hash mismatch on macOS is likely due to different numpy/scipy versions on ARM (M4). The verification script runs a deterministic pipeline and compares output hashes.

Fix: Regenerate the expected hash for your platform:

python v1/data/proof/verify.py --generate-hash
python v1/data/proof/verify.py

The second run should show VERDICT: PASS. The difference is caused by platform-specific floating-point rounding (ARM vs x86), not a code problem.