TypeSafe AI has developed System One Models, a new class of AI systems built with Reinforcement Learning for Calibrated Decisions (RLCD) that produce typed outputs with confidence estimates rather than text. Unlike RLHF-trained language models optimized for human preferences, these models are designed for machine automation, offering reliability, speed, and type-safety at significantly lower cost than traditional LLMs.
TypeSafe AI introduces System One Models, a new class of AI designed for machine automation rather than chat. Using Reinforcement Learning for Calibrated Decisions (RLCD), these models produce typed decisions with confidence estimates, enabling reliable autonomous workflows without hallucinations.