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Technical exploration and thoughts · 655 articles
AI Investigation #73: Embodied AI Future Trends - From Te...
In the next decade, embodied AI will undergo paradigm shifts: centered on 'pre-trained world models + online learning', software-hardware collaboration and interdisciplinary fusion accelerating, di...
AI Investigation #72: Embodied AI Development Challenges ...
Embodied AI development faces six core challenges: data scarcity, hardware limitations, training efficiency, cost bottlenecks, standardization and industrial ecosystem, safety and ethics. Only by a...
AI Investigation #71: Embodied AI Case Studies - From ROS...
Typical practices of embodied AI in architecture, capabilities and applications. In open source, ROS robot operating system has become the de facto industry...
AI Investigation #70: Embodied AI Industry Ecology and De...
Embodied AI is leading a new round of technological revolution. The market size is expected to grow from $2.53 billion in 2024 to $8.76 billion in 2033, with a CAGR of 15%.
AI Investigation #69: Embodied AI Key Capabilities - Algo...
Systematic overview of five key capability dimensions of embodied AI: intelligent algorithms, high-performance hardware, simulation and virtual environments, embedded and software systems, and data...
AI Investigation #68: Embodied AI Application Landscape -...
Systematically explore the application prospects and development trends of embodied AI in multiple fields, covering core scenarios including home, industry, healthcare, transportation and virtual i...
AI Investigation #67: Embodied AI Core Technology - Perce...
Embodied AI technology can be summarized as a 'perception-decision-control-learning-interaction' closed-loop system. The perception layer consists of various sensors, providing environment modeling...
AI Investigation #66: Robotic Arm Software Algorithm Syst...
Robotic arm software algorithm system covers core technologies including kinematics, trajectory planning, robot vision, artificial intelligence and machine learning, force control and compliance st...
AI Investigation #65: Robotic Arm Control Technology Evol...
Implementation of robotic arm systems requires software-hardware collaboration, with strict requirements from control layer to safety mechanisms. Control systems have evolved from PLC to MPC.
AI Investigation #64: Building a Robotic Arm from Scratch...
Building and controlling a high-performance robotic arm requires integrating multiple core modules including motor drive, reducer, mechanical structure, sensor system, controller and end effector.
AI Investigation #63: Full-scenario Applications of Robot...
Modern robotic arms undertake various key tasks in industrial automation: handling, assembly, welding, spraying, grinding, unstructured grasping, machining, inspection and testing.
AI Investigation #62: Five Major Robotic Arm Application ...
Robotic arms, as important tools for modern automation, have been widely applied in manufacturing, healthcare, agriculture, services and scientific research.
MySQL Database Sharding: Vertical vs Horizontal Partitioning
Database sharding explained: vertical partitioning, horizontal partitioning, vertical sharding, vertical table splitting, horizontal table splitting. This article analyzes principles and practical ...
AI Investigation #61: Complete Industrial Robot Types Ana...
Complete industrial robot spectrum: articulated robotic arms suitable for complex trajectory tasks like automotive manufacturing; SCARA for high-speed planar...
MySQL MHA Master-Slave Failover: High Availability Solution
MHA high availability solution: Manager, Node, fault handling, failover. This article analyzes principles and practical applications to help readers master key technical details.
AI Investigation #60: Robotic Arm Technology Development ...
Robotic arm technology development shows five major trends: high precision, collaboration, lightweight, intelligence, and connectivity. Industrial, service and DIY segments each have their own char...
AI Investigation #86: Balance of Autonomic Nervous System...
Systematically expounds the balance mechanism of sympathetic and parasympathetic nerves in the human autonomic nervous system, deeply analyzing their physiological effects, pros and cons in differe...
MySQL Read-Write Separation: Principles and Implementation
Read-write separation principles, implementation methods, master-slave lag solutions, database middleware. This article analyzes principles and practical applications to help readers master key tec...
AI Investigation #59: Robotics Career Map - Development P...
The robotics industry is experiencing rapid development, with surging demand for interdisciplinary talent with mechanical, electronic, control and software capabilities. Career path starts from ass...
AI Investigation #58: Robotics - From Factories to Homes,...
As a general-purpose technology, robots are widely used in manufacturing, healthcare, agriculture, logistics and home sectors. The industry shows three major trends: intelligence, networking, and c...