Research Notes

These notes document the technical foundations of deterministic AI and cryptographic verification. Each note is the canonical source for its topic.

For interactive visualizations, visit ai.jkca.me.

Timeline of AI inference from experimental to regulated

Token flow and canonical serialization in action

Bit-perfect reproducibility in AI inference runtimes

Cryptographic execution receipts and hostile verification