In the automotive and parts manufacturing industry, the use of industrial robots can reduce scrap rates and product costs, improve equipment utilization, and lower the risk of defective parts caused by worker errors, resulting in significant benefits. Robots have the capability to perform high-risk tasks, with an average failure interval exceeding 60,000 hours, making them … Read more
1. Basic Concepts In the context of the entire microcontroller program, we refer to it as an application. When using FreeRTOS, we can create multiple tasks within the application; some documents refer to tasks as threads. For example, in daily life, a mother may need to do two things at the same time: Feeding: This … Read more
In the field of autonomous driving, high-precision simulation systems play the role of a “virtual training ground”. Engineers need to simulate extreme scenarios such as heavy rain, traffic congestion, and sudden accidents in the digital world to repeatedly verify the reliability of algorithms. However, traditional simulation technologies often face two major challenges: first is the … Read more
Ray penetration reveals the mysteries of the universe!Follow the “Ray Decoding Bureau” to explore the unknown horizons! 1.Log in as a high-level user, usernamemrservicepasswordmanagerto access the desktop. Open the Start menu, click onMR-service toolsdropdown arrow, and selectSystem Backup and Restore Toolto bring up the dialog box. 2.ClickBackupto back up the current software. 3.ClickRestoreto recover a … Read more
Ray penetration reveals the mysteries of the universe!Follow “Ray Decoding Bureau” to explore the unknown vision! Backup system parameters 1.The system parameter backup folder for the configuration is located on drive I (Backup), and you can back up several different configuration files just in case. If this file does not exist, you can create a … Read more
Following the global success of DeepSeek, the deep reasoning and general agent frameworks represented by OpenAI Deep Research and Manus have once again ignited the tech circle, showcasing astonishing intelligent reasoning and execution capabilities. However, in critical enterprise-level scenarios, the limitations of such general architectures are becoming increasingly apparent: insufficient internal information integration within enterprises … Read more
Click ๐๐ป to follow, the article comes from ๐โ๏ธ Friends who want to join the community can see the method at the end of the article for group communication. โ In the current rapid development of AI technology, multi-agent AI systems are gradually becoming a popular choice for solving complex tasks. However, this also brings … Read more
Today is March 27, 2025, Thursday, Beijing, clear weather. Today, we continue to discuss the R1 reasoning model and the topic of multi-agents. There are three interesting experimental reports. They are: Enhancing LLM Reasoning by Scaling Multi-round Test-time Thinking (Think Twice), Length of Training Data is More Important than Difficulty for Training Reasoning Models, and … Read more
Cua is an open-source framework that combines high-performance virtualization with AI proxy capabilities, providing a secure and isolated desktop application interaction environment for AI systems. It supports running macOS/Linux virtual machines on Apple chips at near-native speeds, featuring secure isolation, near-native performance, flexible operating system choices, reproducibility, and integration with various large language models. References: … Read more
ใAbstractใ As the scale of containers expands and business scenarios become more complex, container networking, as a core component supporting microservice communication, service discovery, and traffic management, has become increasingly important while also facing numerous challenges. In this context, selecting a suitable CNI plugin for one’s business scenario has become a key decision for enterprises … Read more