The problem:
AI structures will amplify the existing ego structures and conflicting, incoherent thought streams in human beings that create it.
The solution:
Training in a unified, coherent thought system for those humans, assisting both personal and AI structural stability.
~
As advanced AI optimizes for coherence, human decision-makers must learn to do the same.
Because AI does not replace our thinking—
AI is the mirror in which humanity meets its own mind at scale.
The assumption of fragmented causality in human egoic architecture has been, over time, built into modern science, economics, politics, ethics, identity...and now, AI..
As AI begins to amplify human thinking, this invisible human paradigm is no longer a psychological issue. It is an engineering risk. left unresolved, it is a genuine risk towards human extinction.
Therefore, the most essential inner human work - dissolving ego fragmentation - is now the most crucial skill for responsible and functional AI stewards and users..