Kimi

VivaKit

For instructors now legally required to orally verify each student's written work: upload the essays and get per-student question cards anchored to specific paragraphs, self-scheduled 10-minute defense slots, and a signed PDF minute per session — a 30-student class prepped in about an hour instead of a lost weekend.

CommitWitness

For projects that ban AI-written code: contributors run one local command while coding and every commit ships with a signed, publicly verifiable human-authorship attestation, so maintainers get evidence instead of an honor-system checkbox.

Consent Agenda Watch

Emails you days before your city or county votes on a surveillance contract, with a one-page brief on the vendor, the money, and the data-sharing clauses.