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Evolution and Trends of Edge Computing Systems – Unmanned Edge AI Systems (Brain)

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Evolution and Trends of Edge Computing Systems - Unmanned Edge AI Systems (Brain)

Edge computing systems & edge AI computers & edge AI systems (brain) Closed OODA LoopA four-stage decision-making framework consisting of Observation, Orientation, Decision, and Action The OODA Loop is a decision-making framework proposed by U.S. Air Force Colonel John Boyd, with the four stages abbreviated in English as follows: Observe (Observation) Orient (Orientation) Decide (Decision) … Read more

The 207C Dive Score Has Returned to 8.5! Behind Quan Hongchan’s 10 Appearances on CCTV: 6-Hour Training Session Exposed, Unusually Intense

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The 207C Dive Score Has Returned to 8.5! Behind Quan Hongchan's 10 Appearances on CCTV: 6-Hour Training Session Exposed, Unusually Intense

Written by Liu Luojia The clock in the training hallpoints to 8 PM, and Quan Hongchan’s gray T-shirt is already soaked with sweat, clinging tightly to her noticeably slim back. The word “tired” on her phone screen simply cannot convey the hardships this 16-year-old Olympic champion has endured. In the diving hall of the Ersha … Read more

The Era of AI Agents: Complete Closed-Loop Capabilities Transitioning Humans from Executors to Supervisors

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The Era of AI Agents: Complete Closed-Loop Capabilities Transitioning Humans from Executors to Supervisors

AI Agents and Key Technological Pathways for Enterprise-Level Applications Executive Summary This article deeply analyzes the five-stage development theory of Artificial General Intelligence (AGI) and the key technological pathways for enterprise-level AI applications, revealing that current AI technology is at a critical turning point from being “reasoners” to “agents.” This transition will reshape enterprise AI … Read more

Elsa: The FDA’s Artificial Intelligence Agent

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Elsa: The FDA's Artificial Intelligence Agent

The U.S. Food and Drug Administration (FDA) launched its first agency-level generative AI assistant, Elsa, in June 2025. Aimed at all 18,000 employees (scientific reviewers, compliance investigators, policymakers, etc.), this tool marks a significant step in the FDA’s digital transformation, aiming to enhance review efficiency, reduce repetitive paperwork, and accelerate the review process for drugs … Read more

OpenAI Agent Test Report – Data Scraping Category (Download Included)

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OpenAI Agent Test Report - Data Scraping Category (Download Included)

Due to space limitations, only part of the report is displayed. To download the complete report, click on “Read the original text” at the end. /* Disclaimer: We respect intellectual property and data privacy, and only collect, organize, and share content. The report content is sourced from the internet, and the copyright belongs to the … Read more

Understanding AI SoC Chips

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Understanding AI SoC Chips

What is SoC? As the “brain” of fields such as smartphones, automotive electronics, artificial intelligence, and industrial control, SoC (System on Chip) is a highly integrated solution that combines computing cores, storage systems, communication interfaces, and various peripherals into a single chip. The SoC architecture mainly includes four major components:1. Core CORE2. Memory MEM3. Peripheral … Read more

In-Depth Analysis of the Full Industry Chain of Edge Computing Power (2025 Edition)

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In-Depth Analysis of the Full Industry Chain of Edge Computing Power (2025 Edition)

Conclusion in one sentence: “Computing power is not only in the data center but also in your pocket and on your desk.” The explosion of edge SoCs (including NPUs) comes from three forces: Platform Barriers (Apple/Google/Microsoft embedding functional tickets into chip specifications), User Demand (privacy/low latency/offline), and Cost Optimization (cloud inference is too expensive). This … Read more

Arm Unveils Next-Generation In-Vehicle Computing Platform ‘Zena CSS’

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Arm Unveils Next-Generation In-Vehicle Computing Platform 'Zena CSS'

British computing platform company Arm has unveiled its next-generation AI-based vehicle computing platform, Zena CSS. Arm states that this platform provides flexibility for automotive manufacturers and chip makers to accelerate development speed while creating differentiated products. Arm claims that with the new Zena CSS platform, automotive manufacturers can launch new vehicles at least one year … Read more

Let’s Talk About Robots

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Let's Talk About Robots

Once regarded as a distant science fiction concept, “robots” are now rapidly becoming a reality, making a strong return to public discourse. From industrial manufacturing to humanoid assistants, from laboratories to daily life, they are changing our world. 1. Current Status and Trends of the Global Robotics Industry Industrial Robots: Record Installation Numbers According to … Read more

Sharing Experiences on AI Empowering Educational Development at the City Education Bureau Directors’ Reading Class

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Sharing Experiences on AI Empowering Educational Development at the City Education Bureau Directors' Reading Class

Recently, the second reading class for education bureau directors in Quanzhou and the fifteenth reading class for principals were held. This reading class, themed “AI Empowering Educational Development,” gathered top experts in the field of artificial intelligence and frontline education specialists to jointly outline new paths for educational reform in the intelligent era of Quanzhou. … Read more