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AI Companions is a blockchain-based platform providing AI-driven virtual companions for social interaction, entertainment, and personal growth.

This article explores four cutting-edge AI companion projects: AI Companions, CharacterX, Sleepless AI, and Flame. It provides a detailed analysis of their technical architecture, tokenomics, market potential, and development roadmaps. The goal is to help investors better understand the transformative impact these AI companions could have in the Web3 era.

Gate Research Daily Report: On March 4, BTC price dropped 9.31% in the past 24 hours, currently at 84,208 USDT. ETH price declined by 14.34%, now at 2,077 USDT. The total value locked (TVL) in the Maple Finance protocol has surpassed $400 million, reaching an all-time high. The TVL of the Soneium public blockchain has exceeded $50 million, also hitting a record high. The Bybit hacker has laundered 499,000 ETH within 10 days. The SEC has announced the personnel list for its crypto task force, aiming to clarify the regulatory framework for digital assets. CME will launch SOL futures on March 17. Aave has expanded to the Sonic mainnet, deploying its V3 lending market.

This article delves into machine learning-based cryptocurrency price prediction models, with a focus on the application and comparison of LSTM and Transformer. It also covers the integration of on-chain data, community sentiment, and macroeconomic factors, while exploring the impact of black swan events.