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Original author: Advait (Leo) Jayant Compilation: LlamaC "Recommended message: Fully Homomorphic Encryption (FHE) is often hailed as the holy grail of cryptography. This article explores the prospects of FHE in the field of artificial intelligence, pointing out the current limitations. It also lists some projects dedicated to using fully homomorphic encryption (FHE) in the field of encryption for AI applications. For Crypto enthusiasts, this article provides an in-depth understanding of Fully Homomorphic Encryption. Enjoy!" Main text👇 A wants highly personalized recommendations on Netflix and Amazon. B doesn't want Netflix or Amazon to know their preferences. In today's digital age, we enjoy Amazon and Netflix.

Written by: Davide

AI + web3, worth looking forward to?

Recently, the speech by Fed Chairman Powell triggered a strong rebound in the crypto assets market. The price of Ethereum rose by 450 points in a short period, and Bitcoin also quickly climbed by 5000 dollars. Other smaller crypto assets also showed a general rising trend. The market widely expects the Fed to start cutting interest rates in September, and this news has injected new momentum into the Crypto Assets market. However, before the rate cut, the market may experience a wave of volatility, which could affect short-term investors. Nevertheless, the current market sentiment is showing a rising trend. Investors are closely watching the changes in monetary policy in September, hoping it will bring a positive impact on the market. It is worth noting that some previously关注ed Crypto Assets projects have begun to show breakthrough performance. For example, the FHE token has today surpassed its previous high, demonstrating strong pump momentum. Overall, the Crypto Assets market is in a stage full of opportunities. However, investors still need to be cautious and closely monitor market trends and policy changes to make informed investment decisions.

In the Crypto Assets market, an emerging technology is attracting widespread attention. Fully homomorphic encryption (FHE), as a core technology for AI privacy protection, has unique characteristics that place it at the forefront of today's rise rankings. FHE technology allows for computations to be performed while data remains in an encrypted state, enabling AI inference and data processing without the need for decryption, thereby effectively preventing data leakage and misuse. This innovation brings new possibilities to the field of data security. As a pioneer in the FHE track, a certain company completed a $57 million Series B funding round in June 2025, with a valuation exceeding $1 billion, entering the ranks of unicorns. The core advantages of FHE are mainly reflected in three aspects: full data encryption, on-chain and off-chain privacy protection, and efficient computing capabilities. However, despite the great potential of FHE technology, the number of projects in this field is still limited. Although large exchanges like Binance have started to follow and invest in FHE-related projects, the overall enthusiasm for this sector has not truly emerged. There is still a cognitive gap among ordinary users regarding the actual demand and application scenarios for FHE. It is worth noting that the price fluctuations of FHE-related tokens may reflect more of the market's short-term speculation on new technology rather than their actual application value. As of the writing of this article, the token has already begun to experience a significant decline. Looking to the future, as people's awareness of data privacy protection increases, FHE technology may play a greater role in fields such as AI and blockchain. However, investors should remain rational when following such emerging technologies, thoroughly understanding their technical principles and application prospects, rather than blindly following short-term market sentiments.