I have been playing AI for most of the time recently Share some practical and operational ideas Why is there still a long way to go for AI in China? Except for force majeure, from a personal perspective, the first threshold screened out people like me who lack execution ability ——Installation environment, pre preparation, registration and use, there is knowledge everywhere Taking Gemini3 as an example, in the past, the X timeline was mainly a membership tutorial, where student identity, pure environment, and U-cards were filled with knowledge The AI project @ EPHYRA_SAI that I previously focused on has updated its functional documentation. I have selected some interesting content to share with everyone: Cognitive Continuity Long Term Memory Bus The core of EPHYRA's upgrade this time is to equip characters with "long-term memory". The system will organize your every conversation into a memory and store it in the background, so that the conversation can continue naturally and the character will no longer forget the past Simply put, after upgrading, EPHYRA will remember you. It will compile long-term memories of important things you have talked to your character, your preferences and viewpoints, and changes in your relationship. During each conversation, it automatically recalls past clips related to the current topic and is used to naturally connect with the conversation Autonomous decision-making layer backend main loop and finite state machine The system will continue to run a background loop, maintaining the status of the character like a heartbeat - such as trust in you, emotional values, current stage goals, etc. When the state changes, it will automatically trigger decisions, driving the language and behavior of the character For example, a coffee shop owner character may politely ask you what you want at the beginning, but as you chat more, it will automatically become more familiar. A few days later, it may proactively say, "Did I leave you a window seat today, or did I drink a hand punch?" - This initiative and change come from the continuous evolution of its internal state, rather than just a mechanical response There are quite a few similar updates, and you can roughly see the project's follow-up plans on the official website. If you are interested, you can go to the official website to take a look entrance: https://www.ephyra.ai/