> For the complete documentation index, see [llms.txt](https://faira-foundation.gitbook.io/veagle-network/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://faira-foundation.gitbook.io/veagle-network/about-veagle-network/ai+web3-reviews.md). # AI+Web3 reviews Currently, most innovations in web3 + AI are concentrated in the data and infrastructure layers, with very few truly innovative applications emerging in the application layer. According to mainstream media classifications, current AI + Web3 applications can mainly be divided into three categories: 1. AIGC category, which uses AI generative technology to allow users to generate content such as text, images, videos, and avatars through dialogue. These can be stand-alone AI agents or directly integrated into products. Representative projects include NFPrompt, SleeplessAI, etc. 2. AI analysis category, where projects incorporate their accumulated data, knowledge bases, and analytical capabilities to train vertical AI models capable of analysis, judgment, prediction, and more. These are productized and provided to users, allowing them to access AI analytical capabilities with a low barrier to entry, such as data analysis, information tracking, code auditing and modification, financial forecasting, etc. Representative projects include Kaito, Dune, etc. 3. AI Agent Hub, an aggregation of various AI agents, usually providing users with the ability to create customized AI agents without coding, similar to GPTs. Representative projects include My Shell, Fetch.ai, etc. Currently, there are no truly leading projects in the application layer, but in the long run, this will undoubtedly be a segment with a higher ceiling and extremely strong untapped potential. The best way to integrate AI and Web3 will certainly not be the current simple integration and new language model data decentralization, as these insignificant innovations will struggle to gain an ecological foothold in the face of fierce competition from tech giants.