Future of AI
Everyone talks about where AI is today. Let's talk about where it's headed.
Turn a canary result into a bounded promotion decision—with unchanged authority, a working fallback, and an accountable owner.
Move from replay to shadow to canary with rollback rules written before live traffic.
Ten real tasks, three trials each, and one decision sheet for catching agent regressions before a model change reaches users.