New Book!

The Ghostless Machine:


Why AI Will Never Be Conscious

To be published with Dundurn Press, June 2027.

AI will never be conscious.

To understand why, we’re going to need to take a journey through decades of AI research, five hundred years of Western philosophy, a dozen theories of consciousness, and many examples involving dogs.

We’ll compare the views of pantheist hippies with those of cutting-edge consciousness researchers, only to find (spoiler) that they’ve got the exact same opinion (and that they’re both wrong). We’ll do a survey of the leading theories of consciousness, ranging from the hard-headed to the quantum to the woo, and everything in between.

After reading this book, you’ll have a strong sense of the neurology of consciousness, the mechanisms of AI, and the philosophy tying it all together. And, finally, you’ll understand why the possibility of AI consciousness is remote, and why clarity on that point is important.

Why this question, why now

In November 2022 OpenAI released ChatGPT, and since then, AI has exploded in popularity. ChatGPT and its competitors are now capable of talking to you like a person, producing human-like artwork, hacking powerful corporations, and solving previously unsolved math problems. As AI performs impressive feats of intelligence and talks to us like a friend and advisor, many of us can’t help but ask: could AI become conscious?

Sadly, the field of consciousness studies is still rudimentary. We don’t have a clear answer to the “Hard Problem of Consciousness,” the mystery of what makes brains, and possibly other types of systems, conscious. This book argues that despite this gap, we still have enough knowledge, across the fields of philosophy, cognitive science, neuroscience and physics, to answer the question of whether AI can become conscious.

What’s inside:

Why does it matter whether or not AI is conscious? Let’s find out!

-Chapter 1: The four categories of AI risk

-Chapter 2: Why does it matter if AI is conscious?

This is where we go through the different types of consciousness theories and make the case that the only plausible ones are the ones where AI does not become conscious.

-Chapter 3: Behaviourism: the worst and most popular approach

-Chapter 4: Solipsism: the dark mirror of behaviourism

-Chapter 5: A History of AI’s Human Envy

-Chapter 6: Why Functionalism is Wrong

-Chapter 7: Westworld and Embodied Cognition

-Chapter 8: Biological Naturalism

-Chapter 9: The Mind in the Quantum: The problem with physicalism

-Chapter 10: The Quantum in the Mind

Implications of everything we’ve talked about.

-Chapter 11: Will AI ever Become Conscious?

-Chapter 12: What is to be Done?


From Chapter 7: Westworld and Embodied Cognition

AI consciousness receives vastly different treatment in different kinds of writing. In many kinds of technical and academic writing about AI, the consciousness problem gets sidestepped: for being thornily philosophical, ill-defined, or even besides the point.

But there’s one type of writing that loves conscious AI—and that’s fiction. Fictional AIs tend to get upgraded: no longer objects, but villains and victims, buddies and lovers. That being said, fiction about AI, especially in film and TV, tends not to focus on how the AIs become conscious. They prefer to focus on more accessible questions, like: Can a machine love? Is it moral to create conscious AI? Will a conscious AI turn against us?

But there’s one TV show that does directly focus on how AI might become conscious in great philosophical depth (we might call it “hard phil fi”). And that show is Westworld (2016).

Westworld, a series inspired by a 1973 movie, is set several decades in the future, but its aesthetic is 19th century. It’s set in Westworld, an adult theme park fashioned after the Old West, where wealthy patrons or “guests” cosplay as cowboys and interact with “hosts”—biomechanical robots programmed to satisfy their desires. Guests can choose between exploring pre-programmed storylines, having sex with the hosts, and going on murderous rampages (hosts are frequently killed and repaired, while guests can’t actually be hurt).

Part of what makes Westworld unique is that it describes in detail how the robots work. Hosts’ behaviour switches between scripted modules and moments of improvisation powered by neural networks.

This parallels recent moves with video game ‘non-player characters’ or NPCs, characters who aren’t controlled by a human player. With the advent of LLMs, it’s now possible to create NPCs powered by chatbots. The upside is that such NPCs would be far more responsive and realistic than scripted NPCs. The downside, aside from cost, is reliability: LLM NPCs might break character, hallucinate, generate inappropriate outputs, or reveal gameplay secrets. Some contemporary video games come up with a similar solution to the programmers in Westworld, by having NPCs recite scripted content for important story beats, and allowing LLM calls for banter or reaction lines.

The robots of Westworld travel in “loops,” rehashing the same physical and narrative territory. One of the hosts, Dolores (played by Evan Rachel Wood), is a rancher’s daughter. She wakes up, heads into town, checks on the cattle, and then comes home and gets brutalized and murdered with her family. Deviations are based on guest interactions, and tend to be slight. After the murder scene, Dolores is memory-wiped and her narrative is reset.

Over the course of the show, there are a few main mechanisms the hosts use to become conscious:

1) Moving through a physical world with humanoid robot bodies

2) Going over the same behavioural and narrative loops over and over, with slight variations, and recovering the ability to recall past loops and juxtapose them on top of each other

3) Hearing a voice inside their heads that they eventually internalize as their own voice

4) Making choices that contradict their programming

The fact that the AIs in Westworld have robot bodies, and that this helps them become conscious, aligns with the philosophy of embodied cognition. It claims that our thinking isn’t limited to our brains, but happens in our whole bodies. Our thoughts are deeply interwoven into the contexts and environments we move through. We solve problems by imagining ourselves moving in the world. We understand more abstract problems through metaphor with movement: we grasp an idea, we understand something, we approach a problem.

The chapter that follows explores whether a body is necessary or sufficient for consciousness, and where that leaves a machine that lacks one.

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