LLM second brain for dating

The personal communication and dating world is evolving rapidly. We’re moving from exhausting repetitive small talk to sophisticated personal AI agents and digital alter-egos. It’s time to sync up and discuss how to build, evaluate, and scale an open-source "second brain" for authentic human connection.
​Join us for a deep dive into personal knowledge graphs, agentic memory, and hands-on experiences in building your digital twin.

We will discuss how to apply recent suggestions by Andrey Karpaty
https://www.mindstudio.ai/blog/andrej-karpathy-llm-wiki-obsidian-ai-second-brain
to dating and mactchmaking in agentic style.

​Key Topics:
​Personal Knowledge Bases & Agentic Memory: Practical patterns for moving beyond basic RAG (like NotebookLM) to robust, updateable memory systems (Supabase, MCP) to handle fact deduplication, source tracking, and hallucination reduction.
​The "How Would I Answer?" Engine: Crafting precise instructions and tone-of-voice guidelines so your agent can extract factual history and draft sincere, engaging responses that truly reflect who you are.
​Multi-Agent Verification Pipelines: Using parallel LLM evaluations to independently score generated messages. Measuring what matters: "How naturally does this read?" and "Does this align with the goal of being sincere and attractive?"
​Digital Alter-Egos & Agent Matchmaking: Exploring the future of compatibility—from giving agents the ability to "sniff each other out" for goal alignment, to the ultimate objective of using AI to make us calmer, more present, and less reliant on screens.

​Open Discussion:
Bring your own use cases, failures, and breakthroughs. Whether it's extracting facts from thousands of personal chat logs without losing context, managing fragmented LLM memories, or building the perfect verification harness for your digital twin — let’s figure it out together.

Langauge: english with some russian and spanis conversations probably