Why consciousness can’t be reduced to code

Researchers propose "biological computationalism" as a new framework for understanding consciousness, arguing that traditional computational approaches fail because they treat the brain like software running on hardware. Real brains operate through hybrid computation that mixes discrete and continuous processes, cannot separate function from physical implementation, and is fundamentally shaped by energy constraints, meaning the algorithm is inseparable from its biological substrate and building conscious machines may require entirely new computing architectures.