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锦秋基金被投企业Pokee AI 推 7B 研究智能体 PokeeResearch,RLAIF + 推理脚手架重塑深度研究
锦秋集· 2025-10-27 12:57
Core Insights - Jinqiu Fund has completed an investment in Pokee AI, which focuses on breakthrough technologies and innovative business models in the field of general artificial intelligence [1][2] - Pokee AI has launched a research-oriented AI model called PokeeResearch, designed to think and validate like a researcher, addressing key pain points in deep research scenarios [2][3] Investment Overview - Jinqiu Fund, with a 12-year history as an AI Fund, emphasizes a long-term investment philosophy [2] - The investment in Pokee AI aligns with the fund's strategy to support companies with innovative approaches in the AI sector [2] Product Features - PokeeResearch is a 7 billion parameter AI model that utilizes Reinforcement Learning from AI Feedback (RLAIF) and a multi-round self-verification reasoning framework [2][3] - The model aims to improve reasoning stability and factual reliability without relying on larger parameter sizes [3] Performance Metrics - In experiments, PokeeResearch achieved the best average performance among 10 deep research/open-domain question-answering benchmarks at the same scale (7B) [4][9] - The model's performance metrics across various benchmarks demonstrate its effectiveness in deep research applications [10] Technical Highlights - The training paradigm is based on a unified reinforcement learning framework that optimizes for human-relevant metrics such as factual correctness and citation fidelity [7][12] - The model incorporates a "research-validate" dual-mode cycle and a self-correction mechanism to enhance robustness and accuracy [8][13] Open Source and Community Engagement - The project has been open-sourced on GitHub under the Apache 2.0 license, allowing for community evaluation and integration [5][11] - The open-source initiative aims to facilitate reproducibility and collaboration within the AI research community [11] Application Scenarios - PokeeResearch is designed for deep retrieval and fact-checking, complex long-chain question answering, and structured outputs for research writing and intelligence analysis [21][24] Company Background - Pokee AI focuses on creating research-grade intelligent agents and automated workflows, aiming to enhance productivity tools with a seamless user experience [26] - The company positions itself as a universal AI agent capable of integrating with thousands of tools without the need for custom integration or retraining [26]