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 # JIT LoRA: Real-Time Conversational Knowledge Injection on Apple Silicon via MLX
 
+<p align="center">
+  <img src="figures/jarvis-interface.png" alt="J.A.R.V.I.S. — the voice-enabled AI assistant that rewrites its own weights mid-conversation" width="720">
+</p>
+
 **E. Elbaz** | Independent Research | March 2026
 
 [Paper (PDF)](paper.pdf) | [GitHub](https://github.com/eelbaz/jit-lora)