Machine Learning

The Five Core Modules of AI Agents: Technical Principles and Development Trends | Analyzing Legal Intelligent Agents

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The Five Core Modules of AI Agents: Technical Principles and Development Trends | Analyzing Legal Intelligent Agents

The rise of AI agents marks a transition in artificial intelligence from “perceptual intelligence” to “action intelligence.” In their architecture, five core modules—perception, decision-making, planning and execution, memory, and learning—work in synergy to form a self-iterating intelligent system. This article will delve into their technical mechanisms and development dynamics, introducing the legal intelligent agent “Panda … Read more

Understanding AI Agents: A Comprehensive Guide

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Understanding AI Agents: A Comprehensive Guide

By 2025, AI agents capable of “thinking and acting” will have quietly taken their positions. Authoritative media reports indicate that AI agents will be at the forefront of the top ten strategic technology trends in 2025, with numerous domestic and international companies making strides in this field. So, what exactly is an AI agent? What … Read more

The Explosion of AI Agents: How Companies Can Distinguish Between Real and Fake ‘Intelligent Agents’?

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The Explosion of AI Agents: How Companies Can Distinguish Between Real and Fake 'Intelligent Agents'?

Recently, numerous new products claiming to be artificial intelligence agents have emerged in the market, with a dazzling array of marketing promotions. This makes it difficult for companies to accurately grasp the essential characteristics, situational value, foundational standards, and intelligence levels of AI agents, easily falling into the trap of name changes and trends while … Read more

Hangshun Achieves 1mm² MCU with 3D Heterogeneous Integration!

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Hangshun Achieves 1mm² MCU with 3D Heterogeneous Integration!

At the Shenzhen International Electronics Show and Embedded Exhibition that opened this week, the local MCU company “Hangshun” showcased the mass-produced1mm² M0 core HK32F005 chip, which is even smaller thanTexas Instruments (TI)’s so-called“world’s smallest MCU” released in June this year, which has a size of 1.38mm². This ultra-small MCU has shocked many industry players! How … Read more

The Core Role of Big Data in Building Intelligent Systems for Robotics and Military Technology

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The Core Role of Big Data in Building Intelligent Systems for Robotics and Military Technology

In the continuously evolving digital age, big data is driving transformative breakthroughs in intelligent systems, particularly in the fields of robotics and military technology. The integration of massive data streams from sensors, surveillance systems, and combat systems enables machines to make decisions with higher precision, faster speed, and greater autonomy. This article explores how big … Read more

What Exactly is an AI Agent in Artificial Intelligence and Large Language Models (LLM)?

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What Exactly is an AI Agent in Artificial Intelligence and Large Language Models (LLM)?

With the ongoing popularity of AI globally, aside from Large Language Models (LLM), another focal point should be AI Agent. Since March and April of this year, AI Agents have continuously attracted close attention in the field of artificial intelligence and even in society as a whole, and many believe they are key to the … Read more

AI Agents: A New Paradigm for Intelligent Living

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AI Agents: A New Paradigm for Intelligent Living

Imagine waking up in the morning to gentle music, the curtains automatically opening, and sunlight streaming into the room. As you walk into the kitchen, coffee is already brewed, and breakfast is prepared according to your health status and taste preferences. When you leave for work, your car automatically plans the optimal route, avoiding congested … Read more

The Rise of NPUs: Navigating the Chaos in AI and Edge Computing

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The Rise of NPUs: Navigating the Chaos in AI and Edge Computing

Today, we unravel the quiet chaos that has subtly entered the stack. Everyone is focused on the hype surrounding GPUs and AI, but no one is prepared for the influx of traffic brought about by agent-to-agent chat, or the chaos that arises when inference becomes distributed and conversational in network architecture. Various AI-related hardware is … Read more

Configuring Python Environment for Machine Learning

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Configuring Python Environment for Machine Learning

When doing machine learning, the Python environment is like a clean bench in a laboratory: if the reagents are mixed or the temperature is incorrect, even the best model will not produce stable results. A project often needs to lock down the Python version, NumPy, PyTorch, CUDA, and dozens of other dependencies. If any one … Read more

Why is Python So Amazing?

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Why is Python So Amazing?

Whether Python is amazing depends on the person and the purpose. For scientists, researchers, and data engineers who are not professional software developers, it is incredibly enjoyable. There are no various curly braces as separators; a single colon solves everything. There is no hassle of defining variables, and array operations are free and easy. With … Read more