Live media reliability index

Create a continuously updated, transparent scoreboard that measures the percentage of headlines and articles from major outlets that contain verifiably false claims. Start with headline coding (fast, high‑impact), expand to full articles and TV segments, and use human coders plus AI cross‑checks for scale and auditability. — A public, auditable reliability index would give platforms, researchers, and readers a concrete signal to adjust search rankings, citation practices, and training data, altering how truth is rewarded online.