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Home » Deep Research Tech Achieves 10x Search Efficiency: How Kunlun Weili Tackles Agent “Hallucination” Problem?

Deep Research Tech Achieves 10x Search Efficiency: How Kunlun Weili Tackles Agent “Hallucination” Problem?

Seok Chen by Seok Chen
May 23, 2025
in AI
Reading Time: 2 mins read
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In a recent discussion with Fenghuang Tech, Fang Han, CEO of Kunlun Wanwei, painted a complex picture of the current landscape of AI technologies and their practical applications. Over two years after the release of ChatGPT, the general public still appears to be struggling to grasp the full capabilities of large AI models, with many users unaware of how to effectively harness them.

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Industry leaders, including Alibaba Cloud founder Wang Jian, assert that the foundational models for AI are currently at their most powerful. However, a critical barrier remains: the gap between advanced AI models and their usability for everyday individuals.

To address this challenge, the industry is focusing on the development of “Agents,” sophisticated AI systems designed to facilitate usage for non-technical users. The year 2025 is projected to see the most extensive deployment of these agents yet. Recently, Kunlun Wanwei launched its Skywork Super Agents, which leverage a unique AI Agent architecture capable of producing a wide range of content, including documents, presentations, and multimedia files. This product has quickly topped global productivity rankings, outpacing competitors like OpenAI and Manus.

Following the product’s launch, Kunlun Wanwei’s stock surged, pushing trading volume to a staggering $8 billion. The company quickly issued a notice to manage user demand, citing overwhelming usage of the Skywork Super Agents.

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In the lead-up to the product release, Fang Han elaborated on the prevalent issues facing current Agents, which he describes as suffering from limited capabilities. He expressed skepticism about the viability of a one-size-fits-all solution in AI, arguing that true effectiveness often requires specialization.

A key insight from Fang’s analysis revolves around users’ difficulty articulating specific needs in the context of AI prompts. Many, he noted, simply don’t know what they want or how to phrase inquiries correctly, leading to frustration.

To counteract these challenges, the Skywork Super Agents have been designed with user-friendliness in mind. Instead of requiring open-ended inputs, users are presented with predetermined choice-based questions, simplifying the interaction process.

Fang emphasized that while many companies delve into developing Artificial General Intelligence (AGI), Kunlun Wanwei is focused on making these advanced technologies accessible and practical for users. He acknowledged that, despite the advanced capabilities of AI models, many everyday users have yet to reap the benefits.

As agents continue to evolve, Fang suggested that the imperative lies in refining both the underlying models and the user experience. He posited that enhancing AI’s foundational capabilities would lead to more significant breakthroughs than merely optimizing workflows.

In summary, the initiative by Kunlun Wanwei represents a forward-looking approach to making AI tools more user-centric, seeking to bridge significant gaps in usability and capability. As the technology develops, Fang remains optimistic about the commercial prospects, particularly in the office productivity sector, where he sees significant potential for large-scale adoption.

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Seok Chen

Seok Chen

Seok Chen is a mass communication graduate from the City University of Hong Kong.

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