Gensyn: IR3DE Router Hits 98.4% LLM Accuracy

Gensyn researchers @ErosFani and @oguzer90 released IR3DE, a linear algebra router that selects the best expert LLM for any prompt and reaches 98.4% accuracy in reasoning tasks. The method skips gradient-based training entirely, relying instead on a single linear layer. Published on arXiv and detailed in the Gensyn blog, the work directly targets the AI industry impact of one-size-fits-all models by routing prompts to specialized networks. This approach cuts compute overhead while maintaining high performance across diverse queries.