A chatbot writes a passable appeal letter in a minute, and in some cities ticket-fighting apps will contest a parking ticket for a cut of the fine, charged only if they win. The letter was never the hard part. The famous 'robot lawyer' paid a six-figure federal penalty for overselling exactly this service.
the tools that earn the verdict — no pay-to-win