Quark Unveils AI-Powered "Deep Research" for Automated Report Generation
Quark has introduced a groundbreaking AI feature called "Deep Research," designed to revolutionize how users approach complex research tasks. Powered by the Qwen large language model, the tool automates the entire research workflow—from gathering materials and analyzing data to extracting insights and generating polished reports.

Currently accessible through limited invitations via Quark's app or desktop platform, users can submit research topics and receive structured reports within minutes. The system supports PDF exports, making it practical for academic investigations, market analyses, and professional presentations alike.
This release marks a significant evolution beyond Quark's earlier "Deep Search" capability. While the latter focused on breaking down queries and retrieving information, "Deep Research" tackles open-ended subjects requiring extended reasoning chains and sophisticated processing. The result? Higher-quality outputs that resemble professionally crafted documents rather than raw search results.
Imagine needing an in-depth industry analysis for an upcoming investor meeting—traditionally a days-long task. With this tool, you could have a draft ready before your next coffee break. Early adopters report the AI handles nuanced topics surprisingly well, though human review remains advisable for specialized subjects.
Quark positions this innovation as a shift from AI as merely an information tool to a collaborative content partner. The company plans continuous refinements based on user feedback, with roadmap items including expanded use cases and enhanced customization options.
For researchers drowning in data or professionals pressed for time, this could be a game-changer. But how will it impact traditional research roles? The answer may lie in how effectively humans leverage these tools rather than compete with them.
Key Points
- Automates end-to-end research processes including analysis and report generation
- Generates structured PDF outputs within minutes of topic submission
- Represents Quark's strategic pivot toward generative AI applications
- Currently available through invitation-only access with daily limits
- Targets complex, open-ended research tasks beyond simple information retrieval

