Intelligent and adaptive flight training tools, systems, and configurations

A system for flight training, comprising:

• one or more non-transitory computer-readable memories storing instructions;
• and
• one or more processors configured to execute the instructions to perform operations comprising:
• initializing a state and a cognitive load parameter for respective pilot training tasks, wherein each state comprises at least one of review state, rollover state, skip state, or new state;
• determining a subset of the pilot training tasks to include in a first data structure;
• generating the first data structure including the subset of pilot training tasks;
• receiving respective scores for the pilot training tasks from a device;
• updating the respective states of the subset of pilot training tasks based on the received scores;
• recalibrating the respective cognitive load parameters of the subset of pilot training tasks;
• updating, based on the recalibrated respective cognitive loads, states of at least one of the subset of pilot training tasks and at least one pilot training task not in the subset;
• and
• updating a second data structure based on the updated states.