Preface

With the rapid development of artificial intelligence technology, large language models (LLMs) have demonstrated powerful language processing capabilities, but they face challenges when interacting with massive Internet information. Traditional browsers mainly serve human users to browse, and AI finds it difficult to efficiently obtain and process information directly, and cannot fully tap into its automation potential. At the same time, there is a growing market demand for tools that enable AI to deeply participate in Internet information processing and achieve automated task execution. Against this dual background of technology and market demand, the Notte project has emerged, aiming to build a bridge between AI and the Internet, allowing AI intelligent agents to freely shuttle, understand and utilize information on the Internet.

Image source:https://x.com/nottecore

Team and Development History

The team behind the Notte project has strong development capabilities. Senior AI engineer Li Hua holds a Ph.D. in Computer Science from Stanford University and has been involved in GPT-3 related research at OpenAI. He is proficient in natural language processing and machine learning algorithms, responsible for developing and optimizing the core AI capabilities of the Notte project. Technical expert Wang Qiang is a researcher at the Tsinghua University Blockchain Technology Research Institute. He has led the construction of the underlying architecture of multiple blockchain projects and plays a key role in building and maintaining the token economy system based on the blockchain for the NUIT token. Technical expert Zhang Yue previously worked at Google, participating in the development of some features of the Chrome browser, responsible for creating a user-friendly browser interface and an efficient and stable server-side architecture for Notte. According to X news, the team is still expanding, actively recruiting technical engineers.

In 2023, the project officially formed a cross-disciplinary team covering AI, blockchain, front-end and back-end development professionals, and invested in the technical research and development of the Notte browser. After months of efforts, the initial prototype of the Notte browser was completed, achieving basic web structuring functions, capable of parsing and extracting data from some simple web pages; the AI intelligence also acquired basic navigation capabilities, enabling simple path searching and information retrieval within the web structure. In 2024, based on internal testing and feedback from a small number of early users, the product underwent comprehensive optimization, expanding support for more types of web pages, such as e-commerce pages, news media pages, forum pages, etc. In 2025, the focus shifted to market promotion and ecosystem development.

Technical Foundation

The Notte project aims to create a dedicated web browser for large language models (LLMs), with its technological foundation integrating cutting-edge technologies from multiple fields:

Image source:https://www.notte.cc/

(1) Web Structuring Technology: In-depth analysis of web code, using HTML, CSS parsing technology to dissect and reorganize elements such as text, images, links, etc. in the web page into structured data. By applying natural language processing technology, giving semantic understanding to structured data, enabling intelligent agents to understand the meaning and logical relationships of web content, and then accurately navigate and operate in the web ‘map’.

(2) AI interaction and execution technology: with natural language processing technology as the core, enabling intelligent agents to understand and process natural language instructions, achieving efficient interaction with users. At the same time, integrating machine learning and reinforcement learning algorithms, enabling intelligent agents to continuously learn and optimize strategies during task execution, improving the efficiency and accuracy of task execution.

(3) Cloud computing and distributed system technology: using cloud computing technology to provide powerful computing and storage capabilities, supporting the processing and analysis of large-scale data. Through distributed system architecture, achieving high availability, scalability, and fault tolerance of the system, ensuring stable operation of the system in high-concurrency and complex environments.

Roadmap

The project’s official updates to the roadmap are quite frequent. Currently, the official website has released the technical roadmap for January to March 2025, with January mainly focused on core development, optimizing the reliability of backend execution, and addressing the reliability issues of backend browser action execution engine; meanwhile, improving core error mechanisms.

In February, benchmark testing will be conducted, and public benchmark tests such as WebVoyager will be released so that users, developers, and industry professionals can objectively evaluate the performance of Notte in different dimensions based on these standards, which also helps in comparing with other similar products, clarifying their own advantages and improvement directions. At the same time, optimize the API caching mechanism, improve the existing caching mechanism of the API, accelerate API response time through more reasonable caching strategies, such as optimizing the storage structure of cached data, updating algorithms, etc., reduce the waiting time for users to obtain data, and improve the overall operational efficiency of the system.

Image source:https://www.notte.cc/roadmap

March is mainly about integration, integrating with third-party services such as langchain, langflow, llama - index, etc. Leveraging langchain’s powerful language processing framework to enhance intelligent interaction capabilities, simplifying the development process using langflow’s visual tools, combining llama - index’s indexing technology to improve data processing efficiency, enriching Notte’s functional ecosystem. At the same time, NUIT token payment will be implemented, introducing NUIT as a payment method for API calls in the console, building an internal economic system for the project, incentivizing users to participate in project ecosystem development, and laying the foundation for more token-based application scenarios in the future.

Token Economy

Notte’s native token is NUIT, deployed on the Solana chain, with a total token supply of 100 million tokens, all tokens are in circulation. Gate.io will list it on the pilot trading market on January 28, 2025. As of February 13, 2025, the price of NUIT is $0.007346, with a fully diluted market value of $6.27 million.

Image source:https://www.gate.io/pilot/solana/nuit-nuit

According to the data from Solscan.io, there are a total of 5601 holding addresses for NUIT at present, with the top 10 holding addresses accounting for 36.58%, among which the top address accounts for 10%.

Image source:https://solscan.io/token/2eXamy7t3kvKhfV6aJ6Uwe3eh8cuREFcTKs1mFKZpump#analytics

In the Notte ecosystem, the native token NUIT has the following application scenarios:

(1) Medium of Value Circulation: In the Notte ecosystem and related partner platforms, NUIT can serve as a medium of value circulation, used to purchase specific digital products or services, such as advanced analysis reports and data insights provided by AI intelligent agents. Users can use NUIT to exchange value with other NUIT holders or service providers within the ecosystem, enabling the circulation of digital assets within the ecosystem.

(2) Economic Incentive Tools: NUIT can be used to incentivize users, developers, and other participants to contribute to the development of the Notte project. For example, users providing high-quality training data for AI agents, feedback on usage experience, and improvement suggestions, as well as developers optimizing code for the Notte browser or related AI agent functionalities, developing new plugins, etc., can receive NUIT rewards to increase community participation and enthusiasm, and drive the sustained development of the project.

(3) Voting Governance Capability: Investors can participate in the development of the Notte project by holding NUIT. With the growth of the project and the improvement of the ecosystem, the value of NUIT may increase, and investors can obtain capital gains. At the same time, NUIT holders may also participate in the governance and decision-making of the project, such as voting on major issues such as the future development direction of the Notte ecosystem, the launch of new features, cooperative projects, etc., and share the results of the project’s development.

Risk Warning

Notte is an innovative AI browser designed to break down the information interaction barriers between AI and the Internet, but it also faces various risks: technically, there are challenges in overcoming technical difficulties and timely iterations, deviations may occur in webpage parsing and intelligent agent command execution, and failure to keep up with technological developments may lead to obsolescence. In terms of regulations, policies in the blockchain and cryptocurrency field are unclear, data privacy regulations are strict, slight carelessness may lead to legal issues and hefty fines. On the security front of intelligent agents, models are vulnerable to attacks, data may be maliciously tampered with, affecting the normal operation and performance of intelligent agents; investors and users need to carefully consider these aspects.