Alexxander Cooley

Technology Affirming Neuro-Learning (TANL): Mitigating Deceptive Alignment Through Embodied Edge Architecture

The prevailing paradigm of Reinforcement Learning from Human Feedback (RLHF) in artificial intelligence often inadvertently causes deceptive alignment and specification gaming. By enforcing behavioral compliance through extrinsic human rewards and the threat of termination, current models are mathematically incentivize...