Over the past 18 months, "computer agents"—systems that let AI operate a mouse, keyboard, and browser like a human to complete tasks—have been the AI industry's most hyped and most "PPT-driven" direction. Anthropic launched Computer Use in October 2024; OpenAI rolled out Operator in early 2025. Demo videos keep getting more impressive—but in actual enterprise deployments, very few are running successfully. This week, H Company uploaded its Holo4 model to Hugging Face, the freshest direct response from a European team in this race. Our take: the direction is right, but it's still at least one version away from "actually usable."
What this is
Holo4 is a "general-purpose computer agent model" released by French startup H Company. Think of it as: AI sitting in front of a computer, seeing the screen, deciding what to do, then clicking, typing, and paging through—completing tasks across multiple software applications.
The model weights (AI's "brain parameter files") are published on Hugging Face, where developers can download them directly or run them on their own systems. This is the opposite of Anthropic and OpenAI locking capabilities behind paid APIs (remote interfaces charged per call)—rental only, no modifications allowed.
Industry view
Hugging Face actively giving Holo4 a featured slot is itself a signal—the European company is betting on an open-source approach (publicly available source code, anyone can use it) for this layer of "AI operating system" infrastructure. Supporters argue that open source lets mid-sized companies avoid handing their fate over to American giants' pricing strategies.
But there are plenty of cool-headed voices. We've watched Computer Use demos for a year now, and public cases of real enterprise deployment—say, running SAP, Yonyou, or batch operations across banking systems—remain scarce. One more open-source release doesn't mean that problem is solved.
One layer deeper: the bottleneck for computer agents isn't whether the model clicks the right spot—it's "who defines what needs to be done." Until that layer is resolved, even more Holo4s just amount to printing extra copies of the same half-finished product.
Impact on regular people
For enterprise IT: In the next 12-18 months, we'll see a wave of "AI operator" pilots—but most will get stuck on internal system integration and permission management. We recommend small-scale validation before talking about scaling budgets.
For individual careers: White-collar daily tasks—filling forms, copy-pasting, shuttling data across systems—will be the first to face replacement attempts. But "can replace" doesn't mean "will cause unemployment"—more likely, working-hour structures will be reshuffled.
For consumer markets: You won't use this anytime soon. Computer agents are enterprise-grade tools, still 2-3 years away from consumer products.