Brain Computer Interface Framework for Autonomous Operation and Recursively Improving Algorithmic Logic

Use a Thought Graph as the central planner; surround it with brain-sector processors that operatein dual modes (predictive vs. corrective) and dynamically switch across four quadrilateraloperation states (Predictive-Fast, Predictive-Precise, Feedback-Fast, Feedback-Precise).Recursively re-run the loop with multiplicative (“exponential”) gains when a step beats thecurrent best by a margin.