Peeramid Labs Unveils Breakthrough AI Protocol Outperforming Heavy-Hitting Giants

Peeramid Labs publishes NSED, a federated AI protocol coordinating multiple models across separated GPUs through deliberation rounds with self-evaluation and quadratic voting consensus. Results show 84% reasoning quality on consumer-grade GPUs, rivaling deep-learning benchmarks like GPT-5. NSED achieves equivalent quality at 4x lower hardware cost than frontier models directly. Licensing conditions apply for researchers and developers.