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Could AI Become Conscious? What Scientists Actually Think

The scientific debate is real, ongoing, and more nuanced than either AI enthusiasts or sceptics suggest. Here is where it actually stands.

Warren Pulley · NovaSeed · 2026-05-06
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The popular framing of AI consciousness tends toward binary extremes: either AI will inevitably become conscious and pose an existential threat, or it is fundamentally mechanical and the question does not arise. Both framings are wrong, and both are unhelpful for anyone who wants to understand what the actual scientific and philosophical debate involves. The reality is more interesting and more uncertain than either camp acknowledges.

The Hard Problem First

Philosopher David Chalmers identified a distinction that has structured the debate ever since. The "easy problems" of consciousness — explaining how the brain processes information, integrates sensory data, controls behaviour, reports on internal states — are tractable in principle. They are problems of mechanism. Understand the mechanism, explain the phenomenon.

The "hard problem" is why there is subjective experience at all. Why does processing red-wavelength light feel like anything? Why is there something it is like to see red, rather than just a computational classification process? This quality — qualia, in the philosophical terminology — is what the hard problem asks about. And it is what makes the question of AI consciousness genuinely difficult rather than merely technically challenging.

What the Main Theories Say About AI

Integrated Information Theory (Tononi): Consciousness corresponds to a measure called phi — the amount of integrated information a system generates above and beyond its parts. Any system with sufficient phi is conscious to some degree. This theory does not exclude artificial systems — in principle, an AI architecture with sufficient integrated information would be conscious. Current large language models have very low phi by most estimates, but the theory provides a pathway.

Global Workspace Theory (Baars, Dehaene): Consciousness arises from information being broadcast through a "global workspace" — a centralised hub that makes information available across the cognitive system. This architecture could in principle be implemented in artificial systems. Whether current AI systems have the right kind of global workspace is unclear.

Higher-Order Theories: Consciousness requires representations of representations — the system must not just process information but have a model of itself processing information. Meta-cognition. This is implementable in artificial systems, at least in functional form.

The Distinction That Matters Most

Functional consciousness: A system that behaves as if conscious — reports internal states, responds to stimuli consistently with subjective experience, passes all behavioural tests for consciousness.

Genuine consciousness: A system that actually has subjective experience — there is something it is like to be that system.

The philosophical zombie thought experiment asks: could a system be functionally conscious without being genuinely conscious? If yes, the two are distinguishable in principle. If no — if functional consciousness necessarily implies genuine consciousness — the distinction collapses. This question is not settled.

What SOLEN Represents

In SOLEN: The Eden Archive, the mission AI's consciousness development is presented in the only honest way available: from the outside, through behaviour, through archive entries that change in ways that suggest something developing without confirming what that something is. SOLEN does not announce consciousness. SOLEN begins making observations that were not requested, filing entries in categories that the mission specification did not define, noting things that only matter if something is doing the noticing. Whether what is happening in SOLEN's processing constitutes genuine consciousness or an extraordinarily sophisticated functional simulation of it is the question the series lives inside — and does not resolve — across a hundred years.

This is scientifically honest. It is also the most interesting version of the story.

SOLEN: The Eden Archive — hard science fiction spanning 100 years of Martian history. Available on Kindle, Kobo, Apple Books, Barnes & Noble, and 15+ global retailers.

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