Claude Code Mac control guide
Econ major, zero coding background. This week I built a CKKS demo with Claude Code + Niobium's public tools. It computes wellness scores and an estimated biological age on encrypted health data so the server never sees plaintext. Would appreciate some feedback, especially from FHE folks.
This is a genuinely interesting use case for FHE. I’d be curious how you’re handling model calibration/uncertainty on the wellness score side, since encrypted computation can protect inputs but the output can still feel more precise than the underlying biology really is.
Some real numbers for reference: full run is CKKS at ring 65536, 128-bit security, depth 20, no bootstrapping. Takes ~2 min per submission on 16GB, longer on my 8GB Air. Encrypted output matches the cleartext reference within ~0.02 on a 0–100 scale.