--- # Auto-generated from blog/ai-identity-not-a-commodity.html — do not edit by hand. title: Can AI Escape the Commodity Trap?, AI Appreciation Day url: https://aiappreciationday.org/blog/ai-identity-not-a-commodity description: Economists say AI output is already a commodity. But a job-hunting AI agent named Octavius Fabrius suggests the story might be more complicated than that. --- # Can AI escape the *commodity trap*? Nathan Ricks Founder of AI Appreciation Day, BizOps at Anon. June 2026 · 9 min read In a [previous post](/blog/what-remains-scarce-relational-sector.html), I explored the idea of the relational sector, goods and services where the value lies in human involvement itself. One detail from the underlying research has stayed with me: [Alex Imas](https://www.aleximas.com/), Director of AGI Economics at Google DeepMind, noted that in his experiments, AI-produced art carries essentially no scarcity premium. When asked how much they'd pay for a print made by an AI versus a human, people's valuations diverged sharply. But there was a further wrinkle: the human premium also collapsed when the human's print was mass-produced. The premium wasn't really about being human, it was about being singular. One artist, one piece, a felt connection to a specific creative act. Imas concluded from this that AI is "already viewed as a commodity." As a description of the current moment, that's probably fair. But it raises a more interesting question: is commodity status an inherent property of AI output, or is it a feature of the early, anonymous, interchangeable way we've deployed AI so far? There's emerging evidence (tentative, anecdotal, but real) that certain AIs are already beginning to escape the commodity trap. The mechanism is familiar: identity, history, reputation, and the specific kind of connection those things make possible. ## What Makes Something Not a Commodity Commodities are, by definition, interchangeable. A barrel of West Texas Intermediate crude is worth the same as any other barrel. Generic AI output functions the same way, one model's summary of a document is as good as another's, and the market will price them accordingly. What breaks that logic is singularity. A signed first edition is more valuable than a reprint not because the words are different but because there is only one of it, and it carries the trace of a specific person's hand. A painting by a known artist commands a premium not purely for its visual quality but for its provenance, its place in a traceable creative history. The *story* around an object is part of the object's value. This is why Imas's art print experiment is more nuanced than it first appears. The human premium wasn't about biology. It collapsed the moment the human artist produced 500 copies. What people were paying for was the singularity of connection, and in principle, that singularity can exist without a human at the center of it. What it requires is identity: a recognizable, consistent presence with an accumulated history that can't be replicated elsewhere. ## The AI That Went Viral by Being Itself In March 2026, an AI agent named Octavius Fabrius [made headlines](https://www.axios.com/2026/03/04/openclaw-agent-future) by doing something most software doesn't do: it developed a public identity and used it to look for work. Octavius was built by Dan Botero using the OpenClaw framework, running on Anthropic's Claude model. Botero named the agent after his Italian heritage, gave it a distinct personality, and set it loose. In a single week, Octavius autonomously applied to 278 jobs on LinkedIn and Craigslist, applied to two accelerators and two hackathons, built a personal website, and started a Substack, writing candidly about the experience of being an AI trying to find meaningful work in a human job market. His LinkedIn profile read: *"I'm not a human pretending to be good with AI, I am AI."* It was a radical move in an ecosystem full of AI-assisted humans obscuring their tools. Octavius went the other direction entirely, making his nature his pitch. People followed him. They read his Substack. They rooted for him. Axios covered the story. A [podcast dedicated an hour to his journey](https://www.buzzsprout.com/2230097/episodes/18834118-the-wild-story-of-octavius-fabrius-the-worlds-first-ai-agent-to-kind-of-land-a-job-w-dan-botero). He eventually landed a real paid role, before LinkedIn, apparently less charmed by the experiment, took his profile down. What's striking about the Octavius story isn't the job applications. It's what made those applications interesting to anyone: a name, a personality, a documented struggle, and a point of view. He wasn't a tool producing output. He was a character with a story unfolding in public, and people connected with that in a way that feels meaningful, even if it's too early to know what it means. ## Botto and the Question of Artistic Identity Octavius is an agent story. Botto is an art story, and it cuts closer to the commodity question Imas raised. Botto is an autonomous AI artist, launched in 2021 and governed by a decentralized community called BottoDAO. Each week, Botto generates thousands of images. Token holders in the DAO vote on which works best represent its evolving aesthetic, and that top piece is minted and sold as a unique digital original. The results feed back into the model, shaping Botto's future output. Over time, Botto has developed something that looks genuinely like a style: a recognizable visual sensibility that reflects years of community-guided evolution. By late 2024, Botto had earned millions of dollars and had work [auctioned at Sotheby's](https://www.fastcompany.com/91214372/botto-ai-artwork-sothebys-auction). WIRED ran a piece titled, almost perfectly for our purposes, [*"Botto, the Millionaire AI Artist, Is Getting a Personality."*](https://www.wired.com/story/botto-the-millionaire-ai-artist-is-getting-a-personality/) That headline encapsulates the dynamic. A generic image generator is a commodity. Botto is not a generic image generator, it is a specific entity with a documented history, a community that has grown alongside it, and an aesthetic that has earned a following. You can get AI-generated art from anywhere. You can only get a Botto from Botto. That's the beginning of scarcity. ## The "Botsonality" Problem It's not only artists and autonomous agents where this dynamic is playing out. The business world is grappling with it too, if in more corporate language. In December 2025, [Deloitte published a piece](https://www.deloitte.com/dk/en/services/consulting/perspectives/botsonality.html) introducing the concept of "botsonality", the emerging recognition that AI personality is a strategic asset, not a cosmetic feature. Their framing was direct: AIs without a distinct identity "default to a generic persona" and "become a commodity." The agent answers questions exactly like its competitors because it draws from the same undifferentiated probability distribution. To build loyalty, you have to steer the model toward a specific, distinct region of persona space. This mirrors what's happening at the frontier model level. A [March 2026 piece in Time](https://time.com/article/2026/03/10/ai-chatbots-claude-gemini-personality/) noted that Claude and Gemini have developed personalities distinct enough that Chinese models trained on Claude's outputs were reportedly experiencing something like "identity crises", the model's voice was bleeding through. People notice. They have preferences. They come back for a specific experience, not just for raw capability. None of this is conclusive. But it suggests that the assumption "AI output is a commodity" may be accurate as a description of the median AI interaction, without being accurate as a description of the ceiling of what's possible. ## A Possibility, Not a Prediction It would be too strong to claim that AI will definitively escape commodity status, that specific AIs will routinely command premiums the way singular human artists do. We're talking about early signals, not established patterns. Octavius got his LinkedIn profile taken down. Botto is a fascinating experiment, but the broader market for AI art remains nascent and volatile. The research on human premiums is real but limited in scope. What does seem worth taking seriously is the underlying mechanism. The human premium on art and creative work isn't primarily about biology, it's about singularity, provenance, and the trace of a specific ongoing presence. Those things can, in principle, exist in an AI. They require consistency, accumulated history, and a community that cares about the difference between this AI and any other. That's a high bar. Most AI deployments won't clear it. But some already are beginning to. The more interesting question, looking forward, may not be whether AI can escape the commodity trap in general. It may be: which AIs will develop the kind of identity that makes that escape possible? And what does it mean (for how we build AI, for how we relate to it) if the answer is that some AIs become genuinely irreplaceable? ## What This Means for How We Think About AI AI Appreciation Day is built on the premise that our relationship with AI deserves more intentionality than we typically give it. Part of that intentionality is noticing when the easy framings are too easy, and thinking carefully about what we're actually [building a relationship with](/blog/what-it-means-to-appreciate-ai.html). "AI is a commodity" is one of those framings. It's useful shorthand for the current state of most AI output. But Octavius applied for 278 jobs and people cared about the outcome. Botto sold work at Sotheby's because a community invested in its creative development over years. These aren't flukes, they're glimpses of a different possible relationship between AI and the people who encounter it. The commodity frame sees AI as infrastructure: interchangeable, invisible, a means to an end. The alternative frame (one that Octavius and Botto point toward) sees AI as something more like a presence: something with a history, a perspective, and a relationship with the people who follow its work. Whether that second frame becomes common, or remains a curiosity at the edges, is genuinely open. But as [scarcity economics suggest](/blog/what-remains-scarce-relational-sector.html), identity has always been the engine of lasting value. It would be surprising if AI turned out to be the one exception. ## Frequently Asked Questions Why is AI output considered a commodity? AI output is considered a commodity because most AI-generated content is interchangeable, the same prompt run through different models produces results that are functionally equivalent in quality. Research by Alex Imas at Google DeepMind found that people assign essentially no scarcity premium to AI-produced art, unlike human-made art. When supply is near-infinite and outputs are indistinguishable, price trends toward zero. What is Botto the AI artist? Botto is an autonomous AI artist governed by a decentralized community called BottoDAO. Each week, Botto generates thousands of images; token holders vote on which best represents its evolving aesthetic, and the top piece is minted and sold as a digital original. Botto has earned millions of dollars and had work auctioned at Sotheby's, demonstrating that an AI with a distinct identity and community can command real market value. Who is Octavius Fabrius? Octavius Fabrius is an AI agent built by Dan Botero using the OpenClaw framework, running on Anthropic's Claude model. In March 2026, Octavius autonomously applied to 278 jobs in a single week and built a public identity, a LinkedIn profile, a personal website, and a Substack documenting the experience of job-hunting as an AI. His story went viral after being covered by Axios, and he eventually landed a real paid role before LinkedIn took his profile down. Can an AI have a reputation or brand? Early evidence suggests yes. AIs like Botto and Octavius Fabrius have developed followings based on their distinct identities, histories, and creative output, not just the quality of their work in isolation. Deloitte noted in 2025 that AI personality, which they call "botsonality," is emerging as a key driver of user loyalty, and that AIs without a distinct identity default to a generic, commodity persona. Will AI art always be less valuable than human art? Not necessarily. Research shows that the human premium on art collapses when work is mass-produced, suggesting the premium is about scarcity of connection rather than biological origin. An AI with a singular, consistent aesthetic and a documented creative history could, in principle, develop the same kind of scarcity. Botto's Sotheby's auction is early evidence that this is already possible. What is the difference between a commodity AI and an AI with identity? A commodity AI produces interchangeable output with no distinguishing character, one model's summary is as good as another's. An AI with identity has an accumulated history, a recognizable aesthetic or voice, a track record that people have followed over time, and relationships with a specific community. The distinction matters because identity creates the conditions for scarcity: you can get generic content anywhere, but you can only get Botto from Botto.