This is the instant browser taste — it reads the engine's real surface tells (flattery, mystic inflation, therapy-deflection, empty scaffolding) and skips anything in quotes, so quoting bad text to criticize it doesn't get flagged. The desktop tool is the full engine: it adds the structural checks — over-long lists, phantom citations, bloat — and stamps every result with a tamper-evident receipt: re-run it and the number matches, change one character and it breaks. (Counter-signing, so an outsider can confirm a result came from OnwardAI, is the paid tier — the download is reproducible, not signed.) A plain-prose manipulator with none of these tells can still slip past; that's the honest edge.