Google just solved a problem we stopped noticing because it seemed unsolvable. Their new "Titans" models possess continuity that every previous AI lacked. These systems maintain context across millions of tokens, which translates to genuine conversational memory stretching across weeks or months. We got used to training our AI assistants from scratch each session. That era just ended.