# Artikel Terkait Hallucination

Sentient Launches Open-Source AI Research Agent SERA-Crypto to Tackle the 'Hallucination Crisis' in the Crypto Industry

Sentient Labs, one of the largest open-source AI platforms with $85M in funding, has launched SERA-Crypto—an open-source AI research agent designed for crypto and Web3. It delivers on-chain analytics, tokenomics insights, and protocol risk assessments within 30 seconds, complete with verifiable citations and reproducible reasoning chains. SERA-Crypto addresses the reliability issues of general AI models in finance, particularly critical in crypto where inaccurate information can lead to significant financial loss. Unlike generic models, it uses real-time data (updated within 24–48 hours), parallel tool integration, and structured reasoning to ensure accuracy and depth. Key advantages include temporal relevance, deep research capabilities, data consistency, and support for use cases like wallet risk alerts, exchange integrations, and DAO proposal analysis. It integrates over 50 data endpoints and is built on Sentient’s SERA architecture, optimized for blockchain and DeFi. The model was trained on 220K+ users and 22M+ queries and will be open-sourced in phases. Sentient is backed by Founders Fund, Pantera Capital, and Framework Ventures.

深潮12/11 08:26