Cut non-English token cost, with a certified bound
Verify model release docs and generate evidence pack
In-browser prefix/KV-cache fragmentation analyzer
Verify delegation chains for authority narrowing offline
Cue long-form demo: subtitle re-segmentation, measured
RAG ACL-leak checker: derivative-leak demo