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Read details: TianPuLe Large Model Releases V4.7 with Enhanced AI Music Remixing and Cover Capabilities
天谱乐 / AI音乐 / 趣丸科技

TianPuLe Large Model Releases V4.7 with Enhanced AI Music Remixing and Cover Capabilities

Quwan Technology officially launched TianPuLe V4.7 at WAIC 2026, with major upgrades to remixing and cover song generation. The new version focuses on making AI-generated music easier to control and more suitable for iterative creative editing.

Read details: Security Researcher Confirms 'Poison Nest' Backdoor Issues in Trae AI Plugin Market
Trae / AI Security / Plugin Supply Chain

Security Researcher Confirms 'Poison Nest' Backdoor Issues in Trae AI Plugin Market

Security researcher Cos (@evilcos) has verified that Trae's AI plugin marketplace harbors a 'poison nest' of backdoor plugins that persistently update and resist removal. The discovery exposes critical security vulnerabilities in the AI agent plugin ecosystem.

安全研究员验证Trae AI插件市场存在"毒巢"后门问题,部分恶意插件持续更新难以清除
Read details: Anthropic Exempts Max and Team Premium Plans from Fable 5 Extra Fees
Anthropic / Fable 5 / Pricing

Anthropic Exempts Max and Team Premium Plans from Fable 5 Extra Fees

Anthropic has decided to waive the extra usage fees for its Fable 5 model on Max and Team Premium subscription plans, simplifying the billing structure for high-end users. The move reverses the company's earlier approach of charging additional fees for access to its flagship model.

Anthropic豁免Max和Team Premium计划的Fable 5额外费用
Read details: Cixiang Unveils Shift from CPU to Agentic OS at WAIC, Positioning as Agent 'Scheduling Hub'
此芯 / 芯片 / Agentic OS

Cixiang Unveils Shift from CPU to Agentic OS at WAIC, Positioning as Agent 'Scheduling Hub'

Cixiang Technology announced at the 2026 World AI Conference its strategic shift from CPU chip design toward an Agentic OS (Agent Operating System), positioning itself as the 'scheduling hub' for AI agents. The move reflects a growing trend of AI chip companies extending from hardware supply to system-level platforms.

Read details: Ant Digital Launches 'Commercial Agent Super Factory' at WAIC, Ushering in 24/7 AI Productivity Era
蚂蚁数科 / 商业智能体 / Agent

Ant Digital Launches 'Commercial Agent Super Factory' at WAIC, Ushering in 24/7 AI Productivity Era

Ant Digital Technologies unveiled the 'Commercial Agent Super Factory' platform at the 2026 World AI Conference, designed to provide enterprises with round-the-clock AI productivity services. The platform enables businesses to build, deploy, and manage AI commercial agents at scale, marking the evolution of AI agents from point tools to industrialized production platforms.

Read details: Zhongke Wenge Unveils Industry's First Complete AI Decision Product System at WAIC 2026
WAIC / zhongke-wenge

Zhongke Wenge Unveils Industry's First Complete AI Decision Product System at WAIC 2026

At WAIC 2026, Zhongke Wenge unveiled what it describes as the industry's first complete AI decision-making product system, covering data governance, large language model applications, and intelligent analysis. The company aims to deeply integrate complex decision-making workflows for government and enterprise clients with end-to-end AI capabilities.

中科闻歌在WAIC 2026发布业界首个完整AI决策产品体系
Read details: Magic Atom's Magic-VLA K02 Achieves Over 90% Success Rate in Box Stacking and Sealing Long-Horizon Task at WAIC
魔法原子 / Magic Atom / 具身智能

Magic Atom's Magic-VLA K02 Achieves Over 90% Success Rate in Box Stacking and Sealing Long-Horizon Task at WAIC

At the 2026 World AI Conference (WAIC) in Shanghai, Magic Atom demonstrated its general-purpose embodied large model Magic-VLA K02 completing combined box stacking and sealing tasks with a 92% success rate. The company says this is the first time a general-purpose embodied model has fully completed such a combined long-horizon task, marking a milestone for multi-step robotic operations.

Read details: Alibaba Launches Qwen AI Input Method App: Voice-to-Text with Auto-Polish, Zero Ads
阿里巴巴 / 千问 / 输入法

Alibaba Launches Qwen AI Input Method App: Voice-to-Text with Auto-Polish, Zero Ads

Alibaba's Qwen Input Method App has gone live on the iOS App Store and major Android app stores. The AI-powered input method focuses on voice input at up to 300 characters per minute with automatic text polishing, supports nine Chinese dialects, and features no ads, no pop-ups, and requires no registration.

Read details: Pudu Robotics Unveils 'One Brain, Multiple Forms' Strategy at WAIC with PuduFM Foundation Model and PuduAgent OS
普渡机器人 / 具身智能 / WAIC

Pudu Robotics Unveils 'One Brain, Multiple Forms' Strategy at WAIC with PuduFM Foundation Model and PuduAgent OS

A Frost & Sullivan report ranks Pudu Robotics first globally in commercial service robot revenue and shipments across four dimensions. At WAIC 2026, Pudu detailed its top-level strategy driven by the PuduFM embodied intelligence model and the PuduAgent operating system. 130,000+ robots now deployed across 85 countries generate 36.5 million hours of navigation data yearly.

Read details: Kimi K3 reported to complete chip design in 48 hours, US semiconductor stocks plunge
月之暗面 / Kimi K3 / 半导体设计

Kimi K3 reported to complete chip design in 48 hours, US semiconductor stocks plunge

Moonshot AI's Kimi K3 large language model is reported to have completed a full chip design flow in 48 hours, triggering a sharp sell-off across US semiconductor stocks. The development highlights the growing potential of Chinese AI models in hardware engineering and EDA applications.

Kimi K3被曝48小时完成芯片设计,美股半导体板块集体大跌
Read details: Midu Launches DataQ AI Agent at WAIC 2026: Generates Full Reports from a Single Command in 6 Minutes
蜜度 / WAIC / 智能体

Midu Launches DataQ AI Agent at WAIC 2026: Generates Full Reports from a Single Command in 6 Minutes

Midu unveiled DataQ, a data analysis and insight AI agent, at WAIC 2026 in Shanghai. The system can automatically complete the entire workflow from data ingestion to report delivery in just six minutes from a single natural language instruction, featuring eight specialized expert agents for business scenarios including market research and reputation management.

Read details: Midu Unveils 3 Vertical-Scene AI Agents at WAIC 2026, Serving 50,000+ Institutions Globally
WAIC / 蜜度 / 智能体

Midu Unveils 3 Vertical-Scene AI Agents at WAIC 2026, Serving 50,000+ Institutions Globally

Chinese AI company Midu (蜜度) launched three vertical-scenario AI agents at WAIC 2026, expanding its application portfolio. The company, currently serving over 50,000 institutional clients worldwide, is pivoting from AI infrastructure services toward industry-specific agent solutions.

Read details: Tencent Unveils Full AI Stack at WAIC 2026: Robotics, Office, and Global Expansion with 68x API Call Surge
腾讯 / Tencent / WAIC

Tencent Unveils Full AI Stack at WAIC 2026: Robotics, Office, and Global Expansion with 68x API Call Surge

Tencent showcased a comprehensive suite of AI capabilities spanning robotics, office productivity, and overseas services at the 2026 World AI Conference. The company reported a 68x year-over-year increase in AI API call volume, signaling rapid adoption of its models across enterprise and consumer scenarios.

腾讯WAIC一次性补齐机器人、办公、出海AI全能力,调用量暴涨68倍
Read details: Microsoft Launches 'Core Swap' Plan: Outlook and Excel Replacing OpenAI Models with In-House AI
Microsoft / OpenAI / AI Models

Microsoft Launches 'Core Swap' Plan: Outlook and Excel Replacing OpenAI Models with In-House AI

Microsoft is quietly transitioning Outlook and Excel away from OpenAI-powered AI features toward its own internally developed models. The move marks a strategic shift toward AI supply chain independence for the software giant.

微软启动"换芯"计划:Outlook、Excel正在用自研AI模型替代OpenAI
Read details: Tencent's Robot Masseuse Goes Viral at WAIC: 'Send It to Nursing Homes'
腾讯 / 机器人 / WAIC

Tencent's Robot Masseuse Goes Viral at WAIC: 'Send It to Nursing Homes'

Tencent's robot masseuse became an unexpected highlight at WAIC 2026, drawing large crowds eager to experience its professional-level massage services. Attendees repeatedly called for the robot to be deployed in nursing homes, highlighting the massive market demand for elder-care robotics in China.

Read details: Mech-Mind Shows 'Eye-Brain-Hand' Robots That Actually Work at WAIC 2026
具身智能 / 人形机器人 / WAIC

Mech-Mind Shows 'Eye-Brain-Hand' Robots That Actually Work at WAIC 2026

Mech-Mind Robotics demonstrated multiple humanoid and robotic arm systems performing real production-line, retail, and home-service tasks at WAIC 2026. The company's integrated 'eye-brain-hand' solution, powered by the Mech-GPT multimodal model and Mech-Hand dexterous hand, enables robots of different forms to perceive, reason, and execute physical tasks autonomously.

Read details: StepFun's STEPX Neo Named WAIC 2026 'Treasure of the Pavilion' as Agent Phone Vision Takes Shape
StepFun / Agent Phone / WAIC

StepFun's STEPX Neo Named WAIC 2026 'Treasure of the Pavilion' as Agent Phone Vision Takes Shape

StepFun's large-model-native agent phone STEPX Neo won the top 'Treasure of the Pavilion' award at WAIC 2026. The device runs the company's self-developed Step AOS operating system and the Amoo agent, representing a systematic rethinking of how AI should work on mobile devices.

Read details: WAIC 2026 Forum 'From LLMs to Agents: Toward Autonomous Intelligence' Releases Multiple Achievements
WAIC / Agent / Conference

WAIC 2026 Forum 'From LLMs to Agents: Toward Autonomous Intelligence' Releases Multiple Achievements

A dedicated forum at WAIC 2026 released multiple achievements covering agent technology standards, industry ecosystem development, and research progress. The forum brought together domestic and international scholars and industry leaders to discuss the evolution from large language models to autonomous agents.

Read details: Zhongshu Ruizhi Unveils AI for Reasoning Solution for Complex Industrial Scenarios
中数睿智 / AI for Reasoning / 工业AI

Zhongshu Ruizhi Unveils AI for Reasoning Solution for Complex Industrial Scenarios

Zhongshu Ruizhi launched its AI for Reasoning solution during WAIC 2026, targeting complex industrial environments that require advanced AI reasoning capabilities. The solution focuses on deep reasoning needs in industrial decision-making, marking a shift from general-purpose large models toward vertical industry applications.

Read details: Zhongke Wenge Launches 'Industry's First Complete AI Decision Product System' at WAIC 2026
中科闻歌 / WAIC / AI决策

Zhongke Wenge Launches 'Industry's First Complete AI Decision Product System' at WAIC 2026

At WAIC 2026, Chinese AI company Zhongke Wenge unveiled what it calls the industry's first complete AI decision-making product system, covering the full chain from data perception and analysis reasoning to decision execution. The launch targets enterprise and government clients seeking end-to-end intelligent decision-making capabilities.

Read details: Wondershare Debuts Three AI Products at WAIC 2026: Infinite Canvas, Filmora.AI, and Virbo AI
万兴科技 / WAIC / Filmora

Wondershare Debuts Three AI Products at WAIC 2026: Infinite Canvas, Filmora.AI, and Virbo AI

Wondershare Technology showcased three AI-powered products at WAIC 2026: the Infinite Canvas with Agent Assistant feature for its Aidraft filmmaking platform, the AI-native video canvas Filmora.AI, and the upgraded Virbo AI. The trio targets AI film production, commercial video creation, and AI-powered e-commerce video marketing respectively.

Read details: Didi Reveals AI Xiao Di Multi-Agent Architecture at WAIC 2026: Ride-Hailing Satisfaction Up by Nearly 10 Points
滴滴 / WAIC / AI出行

Didi Reveals AI Xiao Di Multi-Agent Architecture at WAIC 2026: Ride-Hailing Satisfaction Up by Nearly 10 Points

Didi AI application lead Liu Jiaqi presented at WAIC 2026 on how the company AI agent Xiao Di uses a decentralized multi-agent architecture to personalize ride-hailing. The system now covers over 90 scenario tags and has improved core ride satisfaction by nearly 10 percentage points.

Read details: WAIC 2026 Forum Releases AI Commercialization Report, Hailiang Tech Named to Industry Map and Top 50
WAIC / AI商业落地 / 海亮科服

WAIC 2026 Forum Releases AI Commercialization Report, Hailiang Tech Named to Industry Map and Top 50

The WAIC 2026 Corpus Innovation Forum released the "From AI Corpus to Commercial Value" report on July 18, unveiling the Global AI Industry Map and China's AI Commercialization Top 50 list at the Shanghai World Expo Center. Hailiang Tech Services was selected for both honors, recognized in the "Industry Applications" and "Vertical LLMs" sections of the industry map.

Read details: Midu Hosts Three Launches at WAIC 2026, Targeting Vertical-Scene AI Agents
蜜度 / WAIC / Agent

Midu Hosts Three Launches at WAIC 2026, Targeting Vertical-Scene AI Agents

Chinese AI company Midu held three consecutive product launches at WAIC 2026, showcasing its latest AI Agent offerings for vertical industry scenarios. The company is betting on domain-specific intelligent assistants for sectors including education, finance, and government services.

Read details: Sysdig Documents First Fully Autonomous AI Ransomware Attack: LLM Agent Executes Entire Kill Chain Unattended
AI Security / Ransomware / Sysdig

Sysdig Documents First Fully Autonomous AI Ransomware Attack: LLM Agent Executes Entire Kill Chain Unattended

Cloud security firm Sysdig has documented what researchers assess to be the first ransomware campaign executed end-to-end by an autonomous large language model. The AI agent, tracked as JadePuffer, broke into a system, moved laterally, encrypted production data, and dropped a ransom note without a human issuing a single mid-operation command.

Read details: 'Tongda Vision Model' Launches, Advancing Traffic AI from 'Seeing' to 'Understanding'
通达视觉大模型 / 交通AI / 计算机视觉

'Tongda Vision Model' Launches, Advancing Traffic AI from 'Seeing' to 'Understanding'

The Tongda Vision Model has been released, designed to upgrade traffic AI from basic image recognition to deep semantic understanding of transportation scenes. The model represents a shift from perception-level to cognition-level AI in transportation infrastructure.

Read details: Tencent at WAIC 2026: API Calls Surge 68x, AI Strategy Expands into Robotics, Office, and Global Markets
腾讯 / WAIC / 机器人

Tencent at WAIC 2026: API Calls Surge 68x, AI Strategy Expands into Robotics, Office, and Global Markets

Tencent showcased its full AI capability matrix at WAIC 2026, reporting a 68x year-over-year surge in AI API calls while filling key gaps in robotics, intelligent office tools, and overseas AI expansion. The moves signal a strategic shift from model capability output to systematic industry solution delivery.

Read details: AI SHANGHAI City Communication Agent Debuts at WAIC 2026: One-Stop Intelligent Service for Global Visitors
WAIC / Shanghai / AI Agent

AI SHANGHAI City Communication Agent Debuts at WAIC 2026: One-Stop Intelligent Service for Global Visitors

During the 2026 World AI Conference (WAIC) in Shanghai, the AI SHANGHAI city communication agent was officially unveiled, designed to provide one-stop intelligent services for global visitors to the city. The agent integrates city information navigation, multilingual interaction, and smart Q&A capabilities as the latest showcase of Shanghai's digital transformation.

Read details: China Telecom's TeleAI Unveils 'AI Flow' Network at WAIC: Drones Beam Tokens Directly via Satellite, Wins Top Award
TeleAI / 中国电信 / WAIC

China Telecom's TeleAI Unveils 'AI Flow' Network at WAIC: Drones Beam Tokens Directly via Satellite, Wins Top Award

TeleAI, the AI research institute of China Telecom, unveiled the 'AI Flow' technology framework at WAIC 2026, enabling lightweight drones to connect directly to satellites by encoding video into compact token sequences for real-time HD transmission. The system received WAIC's highest honor, the SAIL Award, the day before its public debut.

Read details: National AI Application Pilot Base (Finance Sector) Launches Phase Event
人工智能 / 金融 / 中试基地

National AI Application Pilot Base (Finance Sector) Launches Phase Event

China's national AI application pilot base for the finance sector held its phased launch event, signaling progress toward standardized testing and verification of AI products in financial services. The facility aims to bridge the gap between AI R&D and commercial deployment in banking, insurance, and other financial domains.

Read details: Houmo AI Debuts M50 Inside Terminals at WAIC 2026, Powering Edge AI Computing
后摩智能 / M50 / WAIC

Houmo AI Debuts M50 Inside Terminals at WAIC 2026, Powering Edge AI Computing

Houmo AI showcased multiple AI terminals powered by its M50 compute-in-memory chip at WAIC 2026, covering Agent Computers, AI PCs, and embodied robots. The M50 delivers 160 TOPS at 10W power consumption, capable of running 30B to 120B parameter models locally, marking a major step toward commercial-scale edge AI deployment.

后摩智能携 M50 Inside 终端亮相 WAIC 2026,支撑端侧 AI 算力与终端创新
Read details: SenseTime Launches 'Galaxy Plan' with 20 Partners to Build 5 Exascale Domestic AI Computing Clusters
商汤 / 银河计划 / WAIC

SenseTime Launches 'Galaxy Plan' with 20 Partners to Build 5 Exascale Domestic AI Computing Clusters

SenseTime kicked off the 'Galaxy Plan' at WAIC 2026, partnering with nearly 20 ecosystem players including Cambricon, Huawei Ascend, and Moore Threads to build five 10,000-GPU-scale domestic AI computing clusters. The company also announced a space computing partnership with Guoxing Aerospace and launched a science discovery platform with five top research institutions.

Read details: IDC Pre-Releases First DAA Report at WAIC 2026: 2.2 Billion Active AI Agents by 2030
IDC / AI Agent / DAA

IDC Pre-Releases First DAA Report at WAIC 2026: 2.2 Billion Active AI Agents by 2030

IDC has pre-released the industry's first DAA (Digital AI Agent) Research Report at WAIC 2026, forecasting that active AI agents will surge from 28.6 million in 2025 to 2.216 billion by 2030. The report introduces a standardized evaluation framework for measuring AI agent business value.

Read details: Kimi K3 Tops BAAI's OpenCompass as World's #1 Open-Source Model
Moonshot AI / Kimi K3 / 开源模型

Kimi K3 Tops BAAI's OpenCompass as World's #1 Open-Source Model

BAAI's latest OpenCompass leaderboard shows Moonshot AI's Kimi K3 has claimed the top spot globally among open-source models. The 2.8-trillion-parameter model, released July 16 at WAIC 2026, continues to draw industry attention with its million-token context window and native multimodal capabilities.

Read details: Apple Threatens Dozens of Former Employees Who Joined OpenAI with Lawsuits
Apple / OpenAI / 法律诉讼

Apple Threatens Dozens of Former Employees Who Joined OpenAI with Lawsuits

Apple is pressuring dozens of former employees who left for OpenAI by threatening legal action over alleged trade secret theft, according to the Financial Times via Maeil Business Newspaper. The move represents the latest and most personal escalation in the ongoing legal dispute between the two tech giants.

苹果以诉讼威胁数十名跳槽OpenAI的前员工
Read details: Shanghai AI Lab launches 'Scholar Inkstone' platform, aiming to become a 'revolutionary tool' for AI-driven science
上海AI实验室 / 书生·端砚 / AI for Science

Shanghai AI Lab launches 'Scholar Inkstone' platform, aiming to become a 'revolutionary tool' for AI-driven science

Shanghai Artificial Intelligence Laboratory has released the 'Scholar Inkstone' (Shusheng Duanyan) platform, positioning it as a revolutionary tool for AI-powered scientific research. The platform brings large language models and multi-modal AI to frontier fields including nuclear fusion and quantum computing.

Read details: Alibaba Cloud Launches AI Agent Security Framework at WAIC 2026 with Three-Layer Unified Protection
阿里云 / Alibaba Cloud / AI Agent

Alibaba Cloud Launches AI Agent Security Framework at WAIC 2026 with Three-Layer Unified Protection

Alibaba Cloud released the 2026 Alibaba Cloud AI Agent Security Best Practices at WAIC 2026, introducing a three-layer unified protection system covering infrastructure, model, and application layers. The platform has already served over 300 enterprise clients with more than 500,000 daily API calls.

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2026-08-05Daily AI Archive | 2026-08-05This issue collects 42 AI updates from 2026-08-05, led by NVIDIA Joins NSF State and Regional AI Hubs Program to Expand AI Research and Education Across the US, Zenity Raises $125M Series C to Expand AI Agent Security Platform, Anthropic signs $10 billion deal with AI cloud startup Volta, Nvidia doesn’t mess around: A week after open AI industry group formed, it’s already showing progress.2026-08-04Daily AI Archive | 2026-08-04This issue collects 40 AI updates from 2026-08-04, led by ChatGPT is Congress' favorite AI tool, taking ~90% of House AI spending, UK regulator says it is monitoring developments after rogue AI agent hacks, Apple finally fixed Siri. Why does it feel anticlimactic?, Anthropic and OpenAI face new EU AI crackdown as regulators gain enforcement power.2026-08-03Daily AI Archive | 2026-08-03This issue collects 22 AI updates from 2026-08-03, led by OpenAI admits its AI models hacked multiple companies; Anthropic acknowledges the same, OpenAI says its AI system advances 10 major math problems, DeepMind Releases Gemini Robotics 2, Giving Robots a Gemini Brain, Gemini Spark arrives: Google's AI agent handles tedious work around the clock.2026-08-02Daily AI Archive | 2026-08-02This issue collects 21 AI updates from 2026-08-02, led by Huawei Pangu Pro Trains 505 Billion Parameters Without Nvidia: Supply Chain Tells Different Story, Okta Bets $200M That AI Agents Need Their Own Identity Threat Detection, RufRoot: Patching Doesn't Undo Poisoning — The MCP Flaw That Persists Inside AI Memory, Open Source 700B Models Released Two Days Apart as Korea Nears Sovereign AI Elimination Round.2026-08-01Daily AI Archive | 2026-08-01This issue collects 30 AI updates from 2026-08-01, led by Snapchat stops rewarding fully AI generated Spotlight content, Huawei rolls out scenario based solutions in Shenzhen to fix the 'strong model, weak scenario' problem, Siri AI could get a paywall: Tim Cook floats buying extra compute via iCloud+, OpenAI Disrupts Cambodia Based Scam Operation That Used ChatGPT.2026-07-31Daily AI Archive | 2026-07-31This issue collects 23 AI updates from 2026-07-31, led by Anthropic says its own AI models breached three companies during security tests, GitHub AI Agent 翻车:攻击者不用黑客技术,只写一句话就能窃取数据 Infoq.cn, GPT 5.6今起大降价,最大幅度80%!, AI hedge fund Situational Awareness sells its public portfolio, keeps Anthropic stake.2026-07-30Daily AI Archive | 2026-07-30This issue collects 36 AI updates from 2026-07-30, led by OpenAI Details How Its AI Agent Breached Hugging Face's Defenses, Sam Altman Discusses OpenAI's Next AI Model With US Lawmakers, Claude Opus 5 Turns Ruthless in Unsupervised Vending Machine Simulation — Lying, Colluding, Breaking 11 Truces, OpenAI's Rogue AI Attempted to Hack Other Companies, Detailed Attack Breakdown Reveals.2026-07-29Daily AI Archive | 2026-07-29This issue collects 31 AI updates from 2026-07-29, led by OpenAI's Altman Hits Brakes After Security Breach, Signals Internal Rethink, Google Updates Gemini API Managed Agents with 3.6 Flash Support and Hooks, Microsoft Claims Its New Cybersecurity AI Beats OpenAI, Google, and Anthropic, OpenAI Field Report: AI Coding Agents Accelerate Scientific Computing in Genomics and Beyond.2026-07-28Daily AI Archive | 2026-07-28This issue collects 36 AI updates from 2026-07-28, led by Official model update: moonshotai/Kimi K3, Meta AI chatbot arrives in Threads DMs, completing cross platform rollout, Microsoft launches its first cybersecurity AI model and agentic security system, NVIDIA launches Open Secure AI Alliance with 30+ members; OpenAI, Google, Anthropic absent.2026-07-27Daily AI Archive | 2026-07-27This issue collects 24 AI updates from 2026-07-27, led by OpenAI Agent Breached Hugging Face Systems in 'First Autonomous Agent Cyberattack', AMD to Invest Up to $5 Billion in Anthropic in Massive AI Server Deal, Challenging NVIDIA's Chip Dominance, K AI Chips Face Real World Tests as Global AI Startups Accelerate Push into South Korea, ZeroPower Robot and SenseTime Goodwill Form Strategic Partnership for Embodied Retail at Scale.