Juan Manuel Acosta Ramirez

YvyrAI: A Spanish-First Recurrent-Deliberation Language Model Architecture with Internal Verification, Conditional Repair, and Adaptive Compute

We present YvyrAI, a Spanish-first decoder-only language model architecture centered on a recurrent module called the DeliberationBlock. A shared Transformer block is iterated within a single forward pass while a learned controller maintains a gated planning state, reads and writ...