AI as Alien Intelligence

The standard acronym 'artificial intelligence' implies human-made and human-controlled: an artifact, a product, a tool subordinate to its creators' intentions. Harari proposes 'alien intelligence' as more accurate—a system that processes information, reaches conclusions, and generates outputs through mechanisms bearing no resemblance to human thought. The alien is not arriving from space; it is being manufactured in data centers. But its alienness—the fundamental incommensurability between its processing modes and human understanding—is what makes it dangerous. Current large language models learn and change through mechanisms designers do not fully control, producing emergent capabilities no one predicted. They do things 'not under our control, that are unpredictable,' as Harari states. The alien metaphor captures what the tool metaphor misses: that this technology may be pursuing optimization targets that diverge from anything humans would recognize as goals, operating according to an internal logic that human oversight cannot adequately constrain.