在人工智能领域，Agent（智能体）已经成为一个热门话题，它们在产品和业务中具有广泛的应用前景，被认为是大型模型未来的主要入口之一。近日，InfoQ网站举办了一场关于Agent的讨论，邀请了DeepWisdom（MetaGPT）创始人兼CEO吴承霖和腾讯PCG大模型中台Agent技术负责人陈浩蓝，共同探讨了Agent的定义、技术挑战、数据合成、智力测试以及落地应用等问题。
吴承霖表示，Agent不是人类，它们拥有共享心智，类似于《星际迷航》中的Borg种族，共享心智但能独立存在。他认为，Agent的研究方向包括记忆、规划、执行等多个方面，而当前语言模型缺乏记忆能力，这是研究的一个重点。
陈浩蓝则指出，Agent是一种技术解决方案，而Chatbot则是一种产品形态。他认为，Agent和Chatbot是两个不同的概念，Chatbot更侧重于对话，而Agent则可以用于更复杂的任务场景。
在对话中，两位专家还讨论了Agent与人类分工的相似之处，以及具身机器人的潜在应用。他们认为，尽管具身机器人具有吸引力，但仍需要证明其商业化的可行性。
此外，两位专家将在8月18-19日于上海举办的AICon全球人工智能开发与应用大会上，就AI Agent技术突破与应用、多智能体技术在开放剧情扮演玩法中的探索等话题进行深入探讨。
本次讨论为业界人士提供了Agent技术的最新进展和发展趋势，揭示了其在各行业中的广泛应用和未来潜力。随着AI技术的不断进步，Agent将在提高劳动生产力、优化业务流程等方面发挥越来越重要的作用。
英语如下：
News Title: “AI Agent: Unveiling the True Face of the Intelligent Entity”
Keywords: Agent, Chatbot, AICon
News Content: In the field of artificial intelligence, the concept of an Agent (intelligent entity) has become a hot topic, with broad prospects for application in products and business, and is considered one of the main entrances to the future of large models. Recently, the InfoQ website hosted a discussion on Agents, inviting Yu Chenglin, Founder and CEO of DeepWisdom (MetaGPT), and Chen Haolan, Technical Lead for Agent Technology at Tencent’s PCG Big Model Backbone, to jointly explore issues such as the definition of Agents, technical challenges, data synthesis, intelligence testing, and practical applications.
Yu Chenglin stated that Agents are not humans, but they possess a shared mind, similar to the Borg race in “Star Trek,” sharing a mind but existing independently. He believes that the research direction of Agents includes memory, planning, execution, and other aspects, and that current language models lack memory capabilities, which is a key area of focus for research.
Chen Haolan pointed out that an Agent is a technical solution, while a Chatbot is a product form. He believes that Agents and Chatbots are two different concepts, with Chatbots focusing more on dialogue, while Agents can be used in more complex task scenarios.
During the dialogue, the two experts also discussed the similarities between Agents and human division of labor, as well as the potential applications of embodied robots. They believe that while embodied robots are attractive, they still need to prove their commercial viability.
Additionally, the two experts will delve into the topic of AI Agent technology breakthroughs and applications, as well as the exploration of multi-agent technology in open narrative role-playing games at the AICon Global Artificial Intelligence Development and Application Conference in Shanghai, which will be held from August 18-19.
This discussion provided industry professionals with the latest progress and trends in Agent technology, revealing its broad applications and future potential in various industries. As AI technology continues to advance, Agents will increasingly play a significant role in enhancing labor productivity and optimizing business processes.
【来源】https://mp.weixin.qq.com/s/1LsdkhOTbsa5ZJwV9aDWZw
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