For AI to truly "operate computers like a human," a powerful logical reasoning brain alone is not enough; it also needs a pair of "eyes" capable of accurately interpreting the screen.AnnounceThe acquisition of AI startup Vercept was aimed at its Claude model."Computer Use" (Computer Operation) FunctionBy addressing the most critical weakness in visual recognition, we are officially moving towards the ultimate proxy vision of "API-free automation".
Since Anthropic introduced the "Computer Use" feature with Claude 3.5 Sonnet in October 2024, it has generated a huge response in the developer community. This feature gives Claude the core ability to "look at the screen, move the mouse, type on the keyboard, and operate across software" like a human, and is regarded as a key milestone for Anthropic in entering the field of AI agents.
However, in practical applications, Claude still often faces the challenge of inaccurate visual positioning when dealing with complex and dynamic user interfaces (UIs).
Acquiring Vercept: From "Understanding Logic" to "Understanding UI"
This is precisely the core reason why Anthropic decided to bring Vercept under its wing.
Vercept is a startup focused on building vision-first AI agents. Their core technology lies in highly accurate UI recognition and spatial reasoning capabilities.
In the past, traditional AI automation mostly relied on underlying API connections or HTML syntax to crawl web page elements. However, Vercept's technical approach focuses on "API-free automation," which means that AI understands the screen entirely through visual pixel analysis—it can accurately identify which buttons are clickable, which are input boxes, where drop-down menus are, and even understand the hierarchical relationship between windows.
Integrating this technology into Claude means that future Computer Use functions will no longer be prone to the embarrassing situation of "clicking the wrong place" or "not being able to find the button".
Market Competition Analysis: The AI Battlefield Shifts to "GUI Interface Control"
Anthropic's acquisition will undoubtedly further intensify the arms race among tech giants in the "Agentic AI" arena. As the text generation capabilities of large language models gradually become homogenized, the next decisive factor has shifted to "who can best control the user's computer and mobile interface."
The current market competition landscape is very clear:
• Anthropic (Claude):With its industry-leading Computer Use feature and now Vercept's visual spatial reasoning technology, Anthropic is building a very strong technological moat in enterprise-level desktop automation workflows.
• OpenAI:Previously actively promotedCodenamed "Operator"AI agent tools, and launchedGeneral ChatGPT Agent Proxy FunctionIt also boasts the ability to take over the user's computer browser to perform complex tasks, and is expected to directly compete with Claude's Computer Use.
• Google:internalCodenamed "Project Jarvis"The project was subsequently launched.A model named Computer UseThis gives Gemini the ability to take over the Google Chrome browser, helping users automate tasks such as shopping and booking tickets on web pages.
• New forces:As Perplexity recently published..."Perplexity Computer"By coordinating and calling multiple models (including visual and text models) to automatically complete tasks, it shows that "automation through cross-model collaboration" is another breakthrough path. ByteDance's "Doubao AI Phone," launched in collaboration with ZTE, has also attracted considerable attention with its AI agent mode that recognizes software operation interfaces and simulates human operation processes.
Analysis of viewpoints
The strategic significance of Anthropic's acquisition of Vercept lies in liberating traditional software from automation limitations.
In enterprise environments, many outdated ERP systems, custom-built internal software, or highly secure applications lack APIs for external programs to interface with. If Claude could possess a pair of "eyes" as precise as a human's, allowing it to directly manipulate these legacy software systems through vision, it would unlock enormous value in enterprise productivity.
AI has already proven itself capable of writing good articles and good code; now, Anthropic is preparing to make Claude a true "full-time digital employee" who can sit in front of a computer and handle all the tedious clicking tasks for you. This battle for interface control has only just entered its most exciting phase.
