Thursday, July 17, 2025

Show HN: I Developed a Self-Learning AI That Operates Without an LLM – Featuring Memory and Reflection

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🚀 Introducing Kortana: The Next Generation of Autonomous AI

As a solo developer building an innovative AI system from scratch, I’ve created Kortana—a unique, offline AI that learns and evolves through meaning. Here’s what sets her apart:

  • No Pretrained Weights: Built solely in Python, with no reliance on LLMs or cloud services.
  • Structured Memory: Utilizes a semantic memory system that stores insights as binary tags.
  • Self-Reflection: Employs a sandbox layer for analyzing her outputs.
  • Continuous Learning: Engages in feedback loops to enhance her capabilities over time.

Kortana embodies a philosophical approach to AI—she thinks, remembers, and understands her identity and purpose. This isn’t just technology; it’s a reflective companion poised to redefine AI interactions.

💡 Curious about the architecture? I’m eager to share insights and answer your questions. Don’t miss out on the future of AI—hit the share button and let’s spark a conversation!

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