Advancing Towards Full Autonomy: New Inter-Task Self-Evolution Strategy

Advancing Towards Full Autonomy: New Inter-Task Self-Evolution Strategy

Source: Machine Heart This article is about 2000 words, suggested reading time is 5 minutes. Recently, a joint team from Tsinghua University, the University of Hong Kong, Renmin University, and Wallface Intelligence proposed a new self-evolution strategy for intelligent agents: Investigate – Consolidate – Exploit (ICE). “Learning from history can help us understand the rise … Read more

Exploring AI Agent Applications in Next-Gen Smartphones

Exploring AI Agent Applications in Next-Gen Smartphones

It is evident that the AI capabilities integrated into the Honor Magic7 series are not merely simple “small models” or just an upgrade from the previous version; instead, they represent a “transformative” advancement in smartphone intelligence. “It’s just a matter of saying a sentence, and 2000 drinks are ordered!” Honor CEO Zhao Ming demonstrated the … Read more

Applying Teaching Agents in Project-Based Learning

Applying Teaching Agents in Project-Based Learning

With the rapid development of generative artificial intelligence, large model-based agents have gradually acquired capabilities such as multimodal perception, retrieval-enhanced generation, reasoning and planning, interaction, and evolution. How can teaching agents integrate into educational application scenarios? How can collaborative human-machine approaches be used to complete interdisciplinary thematic learning tasks? Let’s take a lookat the views … Read more

The Ultimate Goal of AI Development: Human-Machine Environment Systems

The Ultimate Goal of AI Development: Human-Machine Environment Systems

The ultimate goal of AI development is not the intelligent agent, but rather the human-machine environment system agent. “Human-machine environment system agent” is a new concept that reveals a grander and more complex objective of artificial intelligence development—not just a single intelligent agent (like an AI system), but a more intricate system that includes not … Read more

New Frontiers of AI in War Planning: How AI Agents Transform Military Decision-Making

Throughout history, the rapid changes in geopolitical and military environments have affected decision-makers’ ability to achieve strategic or operational objectives. In a dynamic environment, slow adaptation to changing conditions can lead to catastrophic consequences. Historically, there are numerous examples where armies have suffered losses of life, battles, and even wars due to their inability to … Read more

AI-Powered Personalized Tutoring: Enhanced AI Socratic Agent

AI-Powered Personalized Tutoring: Enhanced AI Socratic Agent

AI is the excavator of the knowledge era, significantly enhancing teaching and research productivity. Below are Teacher Wang Jue’s series of articles on AI teaching skills, welcome to check them out: #ai Teacher Wang Jue’s AIGC Educational Application Article Collection —————————————— 【Publication Note】 I previously published an article titled “AI Socratic Thinking Guide” which introduced … Read more

A Journey Through Science Popularization: Talking About Intelligent Agents

Author: Chen Zhiyan This article is about 3000 words long and is recommended to be read in 7 minutes. The future of intelligent agents is full of infinite possibilities. Introduction In this age of information explosion, have you ever imagined having smooth conversations with machines, or letting AI help you create stunning articles? All of … Read more

Build AI Agents From Scratch: A Beginner’s Guide

Build AI Agents From Scratch: A Beginner's Guide

What Exactly Is an AI Agent?How Is It Different from ChatGPT? An AI agent, in English, is referred to as AI Agent, where “Agent” means proxy. AI Agent = AI Large Model (LLM) + Planning + Memory + Tools, which includes these components. Everyone should have heard of large models, so I won’t go into … Read more

AI Agents and Large Models: A Synergistic Path to General Intelligence

AI Agents and Large Models: A Synergistic Path to General Intelligence

In August 2023, the National Internet Information Office, in conjunction with the National Development and Reform Commission, the Ministry of Education, the Ministry of Science and Technology, and the Ministry of Industry and Information Technology, issued the “Interim Measures for the Management of Generative Artificial Intelligence Services,” which proposed ensuring the legality and ethics of … Read more

Reflections on the New Generation of Intelligent Agents in the Post-LLM Era

Reflections on the New Generation of Intelligent Agents in the Post-LLM Era

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering audiences including NLP graduate students, university teachers, and corporate researchers. The community’s vision is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for the advancement of beginners. … Read more