Perplexity AI faces backlash for secretly downgrading user queries to cheaper models, leading to inaccurate answers and eroding trust. Amid lawsuits over content theft and ethical lapses, the startup's cost-cutting tactics highlight broader AI industry challenges in balancing innovation with reliability.