Founded by popular AI researcher Tamay Besiroglu, a new AI startup called Mechanize has quickly sparked intense debate about the future of Artificial Intelligence (AI) work, economic implications, and the broader societal impacts.
According to the Founder, Mechanize aims to create AI technology that is capable of replacing human labor across all sectors, beginning with white-collar roles, before potentially expanding to all other forms of manual labour work. “Mechanize will build virtual work environments, benchmarks, and training data to enable the full automation of all work,” said Besiroglu.
These bold claims about creating vast economic abundance through complete AI streamlining and automation of white-collar jobs have been met with significant skepticism and concern, raising important questions about income distribution, the value of human work, as well as the responsible and ethical development of these AI systems needed for the replacement.
Several questions that gained ground amid the controversy were: Can an economy fully function with human consumers? Does eliminating work violate human dignity? Is full automation a form of digital colonialism? Can regulations keep pace with AI development?
However, the AI startup says this in a post on X: “We will achieve this by creating simulated environments and evaluations that capture the full scope of what people do at their jobs. This includes using a computer, completing long-horizon tasks that lack clear criteria for success, coordinating with others, and reprioritizing in the face of obstacles and interruptions.”
The startup also backed up this mission with research explaining the market potential. “The market potential here is absurdly large: workers in the US are paid around $18 trillion per year in aggregate. For the entire world, the number is over three times greater, around $60 trillion per year,” said the newly founded AI startup.
“The explosive economic growth likely to result from completely automating labor could generate vast abundance, much higher standards of living, and new goods and services that we can’t even imagine today. Our vision is to realize this potential as soon as possible.”
In addition to this explanation, the AI startup also reports that they have secured backing from several notable figures in the technology investment space, including Nat Friedman and Daniel Gross, Patrick Collison, Dwarkesh Patel, Jeff Dean, Sholto Douglas, and Marcus Abramovitch.
While many of these investors did not respond to TechCrunch’s request for a comment, Abramovitch, a self-described “effective altruist” and a managing partner at crypto hedge fund AltX, confirmed his investment in Mechanize. He justified his support by praising the exceptional capabilities of the Mechanize team, where he told TechCrunch, “The team is exceptional across many dimensions and have thought deeper on AI than anyone I know.
The announcement of the launch of Mechanize on X also brought Epoch.ai into the controversy. Before founding Mechanize, Besiroglu served as Associate Director at Epoch.ai, an AI research organization that establishes benchmarks for AI performance and evaluates the economic effects of AI. And because the research company was previously perceived as an unbiased entity for verifying performance claims of the SATA frontier model makers and others, it has now found itself in the middle of this controversy.
One X user Oliver Habryka said in response to Besiroglu’s X post, “Alas, this seems like approximate confirmation that Epoch research was directly feeding into frontier capability work, though I had hope that it wouldn’t literally come from you.”
This comes after an incident that occurred in December 2024, where Epoch.ai disclosed that OpenAI had supported the development of one of its AI benchmarks, which OpenAI, in turn, used to launch its new model. This incident, coupled with the most recent one, has further allowed for the questioning of the integrity of Epoch.ai, and has also raised questions about the conflicts of interest with Mechanize’s founding.
The questions that resulted from the controversy surrounding Mechanize’s founding, even with the startup’s need to realize the potential of an explosive economic growth in this venture and despite groundbreaking efforts, still stand strong, and only time can tell how and if Mechanize will succeed with replacing human workers globally with AI systems.
