Hacking Diffusion into Qwen3 for the ARC Challenge
Exploring the fundamental tradeoffs between autoregressive and diffusion approaches for ARC solving - an empirical analysis of speed, accuracy, and architectural constraints.
Read more →Why We Ditched RAG for a 'Dumb' Solution (And It Worked Better)
We built a life insurance classification bot that matches clients with carriers based on medical conditions. Our initial implementation used what we thought was a temporary hack—letting the LLM pick and read files directly. After attempting to 'properly' implement RAG, we discovered our hack wasn't just simpler—it performed better.
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