应,这两个领域有可能分别诞生类似谷歌和苹果的头部企业,形成双重队列格局。目前,已有多家公司在开源大模型领域争夺领导地位,如Facebook的LLaMA等模型,性能方面不断提升。然而,何时能够追赶GPT-4的表现仍有待观察。 *LLaMA(Large Language Model Meta AI,大语言模型元AI),是Meta AI公司于2023年2月发布的大型语言模型。它训练了各种模型,这些模型的参数从70亿到650亿不等(维基百科,2023)。 总结 在如今热闹非凡的国内人工智能热潮中,各个细分行业的AI厂商迎来了较大的机会。人工智能技术在金融领域已经展现出了深厚的应用前景,覆盖了智能客服、内容科技、投资决策等诸多领域,这无疑凸显了AI技术的无穷潜力。 随着AI技术在金融领域作用的日益凸显,随之而来的挑战也日益突出。数据安全问题将会是一个不容忽视的议题,由于金融行业的专业知识壁垒,对于数据的深度挖掘和应用人才的需求也随之增加。 AI创业者将在金融赛道中看到的,不仅有机会,也有必须跨越及克服的特定门槛,只有克服这些门槛,配合底层技术的优化迭代,加之与业务场景的深度结合,才能充分发挥AI在金融领域的优势,为金融机构提供更加智能化的解决方案。 参考文献 [1] Epam (2023) AI for Fintech. Be the One to Change the Industry [Online], Available from: https://anywhere.epam.com/business/artificial-intelligence-in-fintech [Assessed July, 2023]. [2] Nan, H., Peng, L. and Xu, Y. (2023) Whetting All Your Appetites for Financial Tasks with One Meal from GPT: A Comparison of GPT, FinBERT, and Dictionaries in Evaluating Sentiment Analysis [Online], Available from SSRN: https://ssrn.com/abstract=4426455 [Assessed July, 2023]. [3] insider intelligence (2023) Artificial Intelligence in Financial Services: Applications and benefits of AI in finance [Online], Available from: https://www.insiderintelligence.com/insights/ai-in-finance/ [Assessed July, 2023]. [4] Markus, L. (2023) 'Sentiment spin: Attacking financial sentiment with GPT-3',Finance Research Letters, volume 55/part B. [5] The Business (2023) Global AI in Fintech Market Report 2023: Forecast Market Size, Growth Rate and Key Drivers [Online], Available from: https://www.thebusinessresearchcompany.com/press-release/ai-in-fintech-market-2023 [Assessed July, 2023]. [6] Xianzhi, L., Xiaodan, Z., Zhiqiang, M., Xiaomo, L. and Sameena, S. (2023) 'Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? An Examination on Several Typical Tasks', Department of Electrical and Computer Engineering & Ingenuity Labs Research Institute Queen's University & J.P. Morgan AI Research. [7]. 艾瑞咨询 (2023) 中国AI+金融行业发展研究报告. 风险提示:界面有连云呈现的所有信息仅作为参考,不构成投资建议,一切投资操作信息不能作为投资依据。投资有风险,入市需谨慎!lg...