How can you easily grasp the current market trends, technological developments, ecosystem progress, and governance dynamics in the Web3 industry? Web3Caff Research's "Market Trend Insights" column delves into the front lines to identify and select current hot topics, providing valuable interpretations, commentary, and fundamental analysis. See through the phenomena to the essence; follow us now to quickly capture the forefront of the Web3 market.
Author: Hendrix , Researcher at Web3Caff Research
Cover: Typography by Web3Caff Research
Word count: 2500+ words in total
Current AI inference solutions, whether centralized or decentralized, face potential risks: insufficient protection of user privacy and model trust. When users engage with AI products, they send prompts and personal data to the model operator. This sensitive information must be decrypted into plaintext before GPU processing. In this process, users must unconditionally trust the servers provided by the cloud service provider, believing that the cloud service, network, and model owner will not access or utilize this data. This problem is potentially more pronounced in decentralized AI, where any unauthorized third party can join the network as a node , possessing complete control over the hardware, introducing increased risks of data theft. Furthermore, verifying whether the node operator uses the user-specified model during inference requires additional costs. These issues represent the biggest hurdle for large-scale AI applications in sensitive fields such as healthcare and finance. Near AI, addressing these pain points, recently launched its verifiable cloud service, aiming to build a trustless AI inference environment and provide users and applications with a secure and scalable decentralized AI infrastructure.
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- Institutional-level closed-door communication meetings (once per quarter, to obtain first-hand information and resources on industry trends).
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- Our market trend insights and financing project analysis columns (updated 2-4 times per week, easily capturing market hotspots and popular financing projects)
- Member Weekly Report (Effective Absorption of Weekly Highlights)
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- Web3 Project Financing Database
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- Daily internal news push
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- Right to propose research topics
- Includes a complimentary exclusive benefits package worth over ¥9000.
- Automatically enjoy the referral incentive program policy
Cost-effectiveness
Institutional Professional Edition Annual Membership
Strong research + analyst support $ 13800
- Multiple accounts for enterprises (3 seats)
- Customized research report (1 copy, topic selection requires review, let a highly reputable research team in the industry conduct specialized research for you and produce results)
- Customized research reports discounted (10% off)
- Access to research reports in advance (unlimited access; upon request, reports can be unlocked ahead of the market after the official release of a research report preview).
- Institutional-level closed-door communication meetings (once per quarter, to obtain first-hand information and resources on industry trends).
- One-on-one consultation with an analyst (1 hour, topic subject to review)
- Analyst-exclusive Q&A service (8 questions, topics subject to review)
- Browse the analyst Q&A summary section (a curated selection of high-value, insightful content).
- Exclusive community for institutions (collaborating with Web3 executives, institutions, funds, etc. for collaborative research and improvement)
- Database product CSV download (available upon request for "full" data, 2 times/year)
- Research Reports section (all project, narrative, and sector-specific research reports, updated weekly, covering 80+ sectors and millions of words of exclusive, top-tier, hard-core content; user reviews say "I wish I'd discovered this sooner")
- Our market trend insights and financing project analysis columns (updated 2-4 times per week, easily capturing market hotspots and popular financing projects)
- Member Weekly Report (Effective Absorption of Weekly Highlights)
- Unlock the historical content of sections with member privileges.
- Web3 Project Financing Database
- Web3 Market Trends Database
- Web3 Terminology Database (Supports floating definitions for terms within reports)
- Daily internal news push
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Strong companionship
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- Customized research reports - 10% off
- Access to research reports in advance (unlimited access; upon request, reports can be unlocked ahead of the market after the official release of a research report preview).
- Institutional-level closed-door communication meetings (once per quarter, to obtain first-hand information and resources on industry trends).
- Analyst 1-on-1 communication (customized as needed, topics subject to approval)
- Analyst-sponsored Q&A service (customized to your needs, topics subject to approval).
- Browse the analyst Q&A summary section (a curated selection of high-value, insightful content).
- Exclusive community for institutions (collaborating with Web3 executives, institutions, funds, etc. for collaborative research and improvement)
- Database product CSV download (partial/full download available upon request based on customized needs)
- Research Reports section (all project, narrative, and sector-specific research reports, updated weekly, covering 80+ sectors and millions of words of exclusive, top-tier, hard-core content; user reviews say "I wish I'd discovered this sooner")
- Our market trend insights and financing project analysis columns (updated 2-4 times per week, easily capturing market hotspots and popular financing projects)
- Member Weekly Report (Effective Absorption of Weekly Highlights)
- Unlock the historical content of sections with member privileges.
- Web3 Project Financing Database
- Web3 Market Trends Database
- Web3 Terminology Database (Supports floating definitions for terms within reports)
- Daily internal news push
- Daily Featured Push
- Infographic push notifications (popular data, featured images, etc.)
- Right to propose research topics
- Includes a complimentary exclusive benefits package worth over ¥9000.
- Automatically enjoy the referral incentive program policy
More flexible
