What Is Hunyuan Think Tank
Hunyuan Think Tank is an expert platform launched by Tencent for external industry talent. The platform recruits senior experts across more than ten vertical fields, including finance, law, healthcare, code, STEM, translation, and front-end design, and adopts a task-based collaboration model that is fully online with remote order taking. After passing qualification review, experts can participate in high-quality dataset production, professional content writing, and knowledge review. Compensation is tied to delivery quality, and experts can also obtain the identity of a Tencent officially certified contracted expert.
Main Features of Hunyuan Think Tank
- High-Quality Dataset Production: Experts in various fields produce professional training and evaluation data for vertical domains based on the iteration needs of the Hunyuan large model.
- Professional Content Writing: Senior experts with industry backgrounds write and verify professional content, supplementing the shallowness and errors of general open-source data.
- Knowledge Review: Professional accuracy and applicability are checked for model outputs in highly compliant scenarios such as healthcare, law, and finance.
- Expert Resource Matching: Through a standardized online admission mechanism, practical experts scattered across industries are precisely matched with real AI training problems.
- Task Order Taking and Settlement: Experts take orders remotely and are paid according to task difficulty and delivery quality, with labor remuneration settled after acceptance.
- Dynamic Rating and Growth: Comprehensive ratings are based on delivery quality, accuracy, fulfillment rate, and activity level. Higher-level experts have priority to take on high-premium tasks and build an official personal collaboration profile.
How to Use Hunyuan Think Tank
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Visit the Official Website: Visit the Hunyuan Think Tank official website https://hyexpert.tencent.com/，浏览平台介绍、招募领域与各领域专家画像，自评匹配度。
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Click "Join Now": Submit your professional field, résumé, and qualification information. The entire process is completed online, with no in-person interview required.
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Wait for Qualification Review: The platform conducts a standardized review of the application. After passing, you can obtain the identity of a Tencent officially certified contracted expert.
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Sign Up for Matched Tasks: In the task hall, view task types, difficulty, pricing, and acceptance standards, and choose tasks that match your professional background to sign up for.
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Complete Tests and Training: Complete the corresponding test questions and pre-job training according to task requirements, and become familiar with the delivery specifications.
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Execute Tasks and Deliver: Complete tasks remotely within the delivery window, submit the results, and wait for multi-layer review by the platform.
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Acceptance and Settlement: After review is passed, receive labor remuneration. Delivery quality will be recorded in your personal expert profile and affect subsequent levels and task priority.
Core Advantages of Hunyuan Think Tank
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Tencent Official Endorsement: Produced by Tencent Hunyuan, contracted experts can obtain an officially certified identity, adding strength to their personal career profile.
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Broad Field Coverage: It covers more than ten highly professional tracks, including STEM, finance, law, healthcare, code, translation, film and television, and design, covering almost all mainstream knowledge domains.
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Zero-Threshold Entry: The entire process is online, with no in-person interview and no office clock-in required. Remote collaboration and flexible hours.
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Transparent Tasks: Before signing up, you can view the task type, difficulty, pricing, and acceptance criteria. "No blind-box task assignment" — experts can independently assess the input-output ratio.
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Competitive compensation: Compensation is based on task difficulty and delivery quality. High-quality specialized tasks have higher unit prices — the more you do, the more you earn.
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Comprehensive growth system: The dynamic rating mechanism turns delivery quality into a personal expert profile. The higher the level, the higher the unit price and priority, creating a positive cycle.
Comparison of Hunyuan Think Tank with similar competitors
| Dimension | Hunyuan Think Tank (Tencent) | Xpert Expert Community (ByteDance) |
|---|---|---|
| Serving | Hunyuan large model | Doubao large model |
| Platform positioning | An external expert co-creation platform, producing datasets, content writing, and knowledge review | Bringing together experts from multiple fields worldwide to co-build high-quality training sets and evaluation sets |
| Covered fields | 12+ fields: STEM, code, finance, law, healthcare, translation, film and television, literature, voice acting, design, etc. | Recruiting across all fields, including STEM and scientific research, programming and software engineering, law, finance, education, humanities and social sciences, etc. |
| Qualification threshold | Professional qualification-oriented: CPA/CFA, legal professional qualification/BAR, physician license; STEM master's and doctoral degrees preferred | High academic qualifications and subject competition backgrounds are the core |
| Collaboration mode | Fully remote, task order-taking system, no office attendance or clock-in required, arrange your own pace | Same-origin crowdsourcing model, remote participation |
| Pricing method | Task type, difficulty, pricing, and acceptance criteria are visible before signing up; settlement after acceptance | Task-based compensation, settlement upon acceptance |
| Incentive mechanism | Tencent officially certified expert certificate + dynamic rating system (quality/accuracy/fulfillment rate/activity level); the higher the level, the higher the unit price and priority | Expert co-creation results are publicly showcased in the form of XpertBench and StartupBench leaderboards |
Application scenarios of Hunyuan Think Tank
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Vertical industry data supply: Production of high-quality training and evaluation data in highly specialized fields such as finance, law, and healthcare, helping the Hunyuan large model grasp the real logic of the industry.
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Strong compliance content review: Certified experts review the accuracy and applicability of model outputs in sensitive scenarios such as healthcare, law, and finance, reducing compliance risks.
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Professional content creation: Tasks requiring professional aesthetics and experience, such as translation, literary creation, film and television screenwriting, and voice acting podcasts, supplement high-quality professional material for the model.
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Agentic Coding data construction: Software engineering experts participate in tasks such as understanding real codebases, code review, test repair, and refactoring optimization, improving the model's programming and engineering capabilities.
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STEM subject breakthroughs: University teachers, researchers, and competition coaches build data around competition-level problems in mathematics, physics, chemistry, biology, and IMO/IPhO, strengthening the model's scientific reasoning capabilities.