$CORE's Neuroshard is now in Beta testing. The @Coremind_AI team are building 24/7 and Neuroshard is evolving fast 🤖. Coremind is moving from passive memory to active cognition: self-organizing data, dynamic traits, and continuous learning🧠. Here’s what’s being built right now✍️👇. 1. Interaction Tracking Full tracking of user–agent interactions, message count, and engagement density for better behavioral insight. 2. Message Integrity & Context Refresh Duplicate message verification and automatic context refresh after every reply - ensuring clarity, precision, and cleaner continuity. 3. Admin Panel & Clone Management A transparent admin dashboard for clone creation, editing, and oversight. Users can now define their clone’s traits, modes, and prompt structure directly. 4. Memory Interface A new memory system where users can view, edit, or expand what their clone knows: ▪️saved facts (manual or auto) ▪️add / delete entries ▪️manual save / autosave toggle 5. Dynamic Personality Each clone’s behavior adapts dynamically to its stored data and personality settings. Customizable checkboxes allow enabling or disabling specific functions or traits. 6. Proprietary LLM Modules Fact Extractor: identifies and stores key information in real time. Thread Summarizer: generates context-aware summaries and meta-overviews of conversations. 7. Memory Architecture Enhancements Hierarchical summaries (per thread, per topic, global) Fact categorization with Q-Value rating and multilingual embedding support ✅Coremind puts humans back in control. You own your Neuroshard. You define its ethics. You control its data. You choose what it learns and what it remembers. X TG Links CA: 0x95665780ef4fafe7822f6915a17b6d1b2d3e93d0