Digital news outlets increasingly resemble legacy acts: authoritative, trusted, and culturally significant, yet structurally limited in how they evolve within an AI-mediated information landscape. Their challenge today is not overcoming their legacy but converting it into a foundation for new paradigms—verified information flows, trust-driven signals, and product-oriented models that can sustain relevance beyond the traditional news cycle.