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When Models Start Remembering: The Quiet Rise of Adaptive AI

Opening — Why this matters now For years, we have treated AI models like polished machines: train once, deploy, monitor, repeat. That worldview is now visibly cracking. The paper you just uploaded lands squarely on this fault line, arguing—quietly but convincingly—that modern AI systems are no longer well-described as static functions. They are processes. And processes remember. ...

January 4, 2026 · 3 min · Zelina