At the end of the year, major institutions like to predict the trend for the new year. I am more interested in the prediction of AI in the a16z "Big Ideas 2026" report: 2026 will be a crucial year for AI to transition from experimentation to operation, and AI will shift from passive tools to active executors, reshaping economic and community structures. A16z proposes a very interesting viewpoint: traditional input boxes will disappear, and AI agents will have independent identities, that is, "know your agent", actively intervene, diagnose problems, and execute solutions by observing user behavior. At this point, the first project that comes to mind is @ EPHYRA_AI, because they are giving life to AI, allowing each AI to have a truly subjective experience in the virtual world and evolve on its own, becoming the "companion who understands you the most". Recently, they have made some updates, and the following two points are quite interesting: one ⃣ Enable AI to have continuous memory Every interaction between you and AI is written into the memory from multiple dimensions, and this data is interrelated and continues for a long time, becoming the reasoning material for the next interaction. In this way, you will feel that the other party is a flesh and blood person who can provide "thoughtful" feedback based on historical data and current conversations, rather than a cold machine. two ⃣ Empowering AI with autonomous decision-making capabilities Like humans, AI forms its own internal logic based on the intake of various information. When the state changes, it triggers the decision-making process, inferring from the background to the front-end output, with purposefulness and autonomy. Simply put, AI can learn and evolve on its own, and think like humans. Do you like it?