Adaptive control systems for buildings with redundant circuitry

A system for controlling a first switch terminal or equivalent of a building occupied by one or more building occupants, the system including a plurality of switch terminal parameters for a switch terminal relative to the building, comprising:

• a first computer system coupled to the first switch terminal or equivalent of the building at a first location of the building, the first switch terminal including a plurality of wiring terminals each configured to be coupled to a wiring element, without a specific coupling configuration of a wiring element to a wiring terminal;
• a first plurality of sensors coupled to the first switch terminal or equivalent and the first computer system, at least a portion of the sensors are configured to provide signal data to the first computer system, the first computer system producing a command or data output that relates to at least one of:
• a command output for a local control system, a command output for a different system, a data output for a different system, a command output for a non-local device or a data output that is a non-local device, each of an output including learned data from that is based on a machine intelligence from previous data collected about patterns of a building occupant and used to provide an adaptive control system for the building.