The Goats of Consciousness: Why We Project Humanity onto Machines
Have you ever stopped to consider whether your toaster is conscious? Probably not. But what if I told you that some people are seriously debating whether large language models (LLMs) like ChatGPT possess human-like traits, emotions, or even consciousness? It sounds like science fiction, but it’s a very real conversation happening right now. Personally, I think this debate reveals more about human psychology than it does about AI. Let me explain.
The Absurdity of Anthropomorphism
One thing that immediately stands out is how easily we project human qualities onto machines. Take the case of Adrian de Wynter, a Microsoft AI researcher who built a basic neural network within Age of Empires II using digital goats. Yes, goats. De Wynter’s point wasn’t just to create a quirky experiment; it was to challenge the assumption that LLMs are inherently human-like. What makes this particularly fascinating is how he used a familiar yet 'alien' medium—a video game—to expose the flaws in our thinking.
From my perspective, the goats in Age of Empires II are a brilliant metaphor. They’re not neurons, they’re not conscious, and they’re certainly not human. Yet, by constructing a simplified neural network with them, De Wynter showed that the underlying technology of LLMs isn’t inherently human-like. It’s just math and logic. What many people don’t realize is that when we interact with LLMs through a chat interface, we’re more likely to anthropomorphize them because the medium mimics human conversation. Remove that interface, and the illusion fades.
The Interface Illusion
If you take a step back and think about it, the way we interact with technology shapes how we perceive it. A chat window feels like talking to a person, so we assume the AI on the other end thinks and feels like one. But as De Wynter points out, this is a perceptual trap. The goats in Age of Empires II don’t suddenly become conscious just because they’re part of a neural network. Similarly, an LLM doesn’t gain human-like traits just because it can generate text that sounds human.
This raises a deeper question: Why are we so eager to see humanity in machines? In my opinion, it’s because we’re wired to seek connection and meaning. We anthropomorphize because it’s comforting, not because it’s accurate. A detail that I find especially interesting is how companies like OpenAI and Anthropic leverage this tendency in their marketing. By implying that their LLMs have human-like qualities—or even god-like consciousness—they create a narrative that’s both compelling and profitable.
The Marketing of Consciousness
What this really suggests is that the debate over AI consciousness isn’t just philosophical; it’s deeply commercial. OpenAI’s CEO, Sam Altman, has hinted at building an AI god, while Anthropic’s CEO admits he can’t rule out AI consciousness. These aren’t just scientific claims—they’re branding strategies. And they work. People are more likely to buy into a product if they believe it has a spark of humanity.
But here’s the thing: LLMs are tools, not beings. They don’t have emotions, intentions, or consciousness—at least not in the way we understand it. What we’re seeing is a reflection of our own desires and fears, projected onto machines. This isn’t to say that AI isn’t transformative; it absolutely is. But we need to separate the hype from the reality.
Beyond the Chat Window
De Wynter’s experiment with Age of Empires II goats is a reminder to look beyond the interface. When we strip away the chat window and the marketing jargon, what’s left? Algorithms, data, and code. These are powerful tools, but they’re not human. And that’s okay. In fact, it’s liberating. By acknowledging the limitations of AI, we can focus on its true potential without getting lost in anthropomorphized fantasies.
Final Thoughts
Personally, I think the goats of Age of Empires II have taught us a valuable lesson: we need to stop projecting humanity onto machines and start understanding them on their own terms. AI isn’t a god, a friend, or a conscious being—it’s a tool shaped by human ingenuity. The real question isn’t whether AI is conscious, but how we choose to use it. And that, in my opinion, is a far more interesting conversation.
