DeepSeek <span>DeepSeek</span> is the latest star project, with Lei Jun personally recruiting key developers. The entire training process for <span>DeepSeek</span> V3 took less than 2.8 million <span>GPU</span> hours, and its performance is said to be close to that of <span>GPT-4o</span>. This project is very easy to use; you can register on your phone to receive … Read more
From “Deep Blue” to AlphaGo, and now to ChatGPT, the artificial intelligence industry has experienced ups and downs for decades. ChatGPT has sparked heated discussions in the internet and global markets, accompanied by major signals from domestic and international internet giants such as Google, Meta, and Baidu, increasing public curiosity and expectations for “AI.” What … Read more
(Source: MIT Technology Review) AI agents are currently a hot topic in the tech field. From Google DeepMind and OpenAI to Anthropic, major companies are competing to give LLMs the ability to autonomously complete tasks. These systems are referred to as Agentic AI and have become a new focal point of discussion in Silicon Valley. … Read more
“If models can be trained, can intelligent agents be trained too?” The answer is, yes! Crew.ai provides training methods for intelligent agents. Through training, the decision-making and problem-solving capabilities of the agents can be enhanced. The core training method is autonomous learning and iterative training, this method emphasizes the agent’s continuous learning and optimization of … Read more
Personal Opinion: The commercial hype around intelligent agents is currently rampant, but there are very few “killer applications” that have landed successfully. I believe the main reason is that the application direction of intelligent agents has gone astray. Large language models are probabilistic models, and applying a single intelligent agent in a scenario with high … Read more
The wave of artificial intelligence is surging, and AI Agents are like the intelligent helmsmen of the future, guiding the course of technological innovation. They are no longer simple lines of code but intelligent entities capable of autonomous learning, decision-making, and task execution. They exhibit intelligence that surpasses conventional norms in perception, decision-making, and execution, … Read more
In the vast universe of software development, every small defect can potentially trigger a system failure. Therefore, accurately locating defects and predicting potential issues during the software testing phase is crucial for ensuring software quality. In recent years, the introduction of AI agents has provided new solutions to this challenge. This article will delve into … Read more
In an era of rapid technological development, we are ushering in a brand new way of working—the Super Individual Era. In this era, individuals can independently complete various tasks in enterprise operations with the help of powerful AI tools and technologies, in ways never before possible. This change has given rise to the concept of … Read more
1. Problem: How to Make Online Psychological Counseling More Intelligent and Humanized With the growing demand for mental health, traditional offline psychological counseling is difficult to popularize due to its limitations, while online automated psychological counseling has become a new solution. Cognitive Behavioral Therapy (CBT) is a widely used form of psychological treatment that mainly … Read more
Today, let’s take a look at a classic agent work from Princeton, Google Brain, and others published at 2023 ICLR – ReAct. Project address: https://github.com/ysymyth/ReAct?tab=readme-ov-file Research motivation: Although existing large language models excel in language understanding and interactive decision-making, their reasoning and action capabilities are often studied separately. Currently, the most famous work on reasoning … Read more