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21CTO
21CTO
May 13, 2026 · Artificial Intelligence

Is AI Entering a Self‑Evolving Era? Baidu’s Robin Li Introduces the Daily Active Agents (DAA) Metric

Robin Li, CEO of Baidu, proposes Daily Active Agents (DAA) as the new AI‑era metric, arguing it better reflects platform value than Token or DAU by counting how many agents deliver results, and outlines a three‑layer evolution of agents, individuals, and organizations supported by a full‑stack AI infrastructure.

AI InfrastructureAI ecosystemAI evolution
0 likes · 10 min read
Is AI Entering a Self‑Evolving Era? Baidu’s Robin Li Introduces the Daily Active Agents (DAA) Metric
PaperAgent
PaperAgent
Mar 29, 2026 · Industry Insights

From Reasoning to Agentic Thinking: How Harnesses Are Redefining AI Development

The article examines the shift from traditional reasoning‑based large‑language‑model pipelines to agentic, harness‑driven AI systems, outlining the definition of a harness, its engineering challenges, architectural components, and the broader implications for training, reinforcement learning, and future research directions.

AI HarnessInfrastructureIntelligent agents
0 likes · 16 min read
From Reasoning to Agentic Thinking: How Harnesses Are Redefining AI Development
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Feb 18, 2026 · Industry Insights

Sequoia Declares: AGI Will Arrive by 2026

Sequoia’s latest article argues that artificial general intelligence will be realized by 2026, citing rapid advances in large‑language‑model knowledge, reasoning compute, and long‑term autonomous agents, and illustrating the shift from chat‑based tools to virtual employee‑like agents that can complete complex software‑development tasks in minutes.

AGIAI ForecastAI ethics
0 likes · 9 min read
Sequoia Declares: AGI Will Arrive by 2026
PaperAgent
PaperAgent
Feb 6, 2026 · Industry Insights

Opus 4.6 vs. Codex 5.3: Why Agentic Coding Is Redefining Software Development

In just fifteen minutes Anthropic unveiled Opus 4.6 and OpenAI released Codex 5.3, two contrasting models whose deep‑reasoning and rapid‑coding capabilities illustrate eight 2026 Agentic Coding trends that compress the software development lifecycle, shift engineers toward orchestration, and empower whole‑organization AI collaboration.

AI modelsAgentic CodingCodex 5.3
0 likes · 7 min read
Opus 4.6 vs. Codex 5.3: Why Agentic Coding Is Redefining Software Development
Tech Verticals & Horizontals
Tech Verticals & Horizontals
Jan 10, 2026 · Artificial Intelligence

Intelligent Agent System Levels 0‑4: From Core Reasoning to Self‑Evolving Agents

The article outlines a five‑tier taxonomy of intelligent agents—from a standalone language‑model reasoning engine lacking real‑time perception, through tool‑enabled problem solvers, context‑engineered planners, collaborative multi‑agent teams, up to self‑evolving systems that can create new tools or agents to fill capability gaps.

Agent ArchitectureContext EngineeringIntelligent agents
0 likes · 9 min read
Intelligent Agent System Levels 0‑4: From Core Reasoning to Self‑Evolving Agents
JD Tech
JD Tech
Nov 28, 2025 · Artificial Intelligence

How JD Ads Uses Large Language Models to Transform Advertising

This article details JD Advertising's shift from generic to domain‑specific large models, the design of AI‑driven ad agents, the end‑to‑end GRAM retrieval‑alignment system, CTR‑guided AIGC for creatives, ultra‑low‑latency inference techniques, and ARM‑based optimizations that together reshape modern ad marketing.

CTR optimizationIntelligent agentsadvertising AI
0 likes · 19 min read
How JD Ads Uses Large Language Models to Transform Advertising
DataFunTalk
DataFunTalk
Sep 25, 2025 · Big Data

How Tencent Cloud’s AI‑Ready Data Platform Redefines Big Data for AI

This article outlines the challenges of high‑quality data for AI, introduces Tencent Cloud’s AI‑Ready data platform with three core capabilities—DIaaS, Setats, and ES‑based knowledge search—covers the end‑to‑end WeData integration, intelligent agents for automation, and showcases ecosystem partnerships driving industry‑wide intelligent transformation.

AIBig DataData Platform
0 likes · 14 min read
How Tencent Cloud’s AI‑Ready Data Platform Redefines Big Data for AI
Data Thinking Notes
Data Thinking Notes
Sep 24, 2025 · Artificial Intelligence

How AI Agents Are Transforming Smart Logistics at SF Express

This article explains how SF Express leverages AI agents and large language models to create a full‑process intelligent management framework that optimizes order forecasting, dynamic scheduling, resource allocation, and operational decision‑making across the entire logistics chain.

AIIntelligent agentsLogistics
0 likes · 21 min read
How AI Agents Are Transforming Smart Logistics at SF Express
360 Tech Engineering
360 Tech Engineering
Aug 21, 2025 · Artificial Intelligence

360’s ‘All‑in Agent’ Strategy: Driving China’s AI Agent Innovation

At the 2025 China Internet Conference, 360 joined the launch of the Intelligent Agent Innovation Promotion Plan, outlining a five‑level agent framework, showcasing high‑performance L3/L4 agents, and pledging to leverage its AI and security expertise to drive a collaborative intelligent‑agent ecosystem in China.

360AIAgent ecosystem
0 likes · 5 min read
360’s ‘All‑in Agent’ Strategy: Driving China’s AI Agent Innovation
360 Tech Engineering
360 Tech Engineering
Aug 14, 2025 · Artificial Intelligence

Why 2024 Is the Year of AI Agents: Insights from Zhou Hongyi

Zhou Hongyi’s article highlights AI’s pivotal role in the new technological wave, outlines the challenges of large models, introduces a five‑level taxonomy of intelligent agents, showcases 360’s swarm‑based deployments, and stresses the urgent need for security‑focused agents as AI reshapes enterprises.

AIAI securityAI trends
0 likes · 7 min read
Why 2024 Is the Year of AI Agents: Insights from Zhou Hongyi
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Aug 8, 2025 · Artificial Intelligence

Can GitOps Power Low‑Cost LLM Agents? A Hands‑On Exploration

This article examines how the Manus sandbox and CodeAct mechanisms inspire a GitOps‑based approach to building LLM agents, detailing the design of planner and executor components, workflow steps, advantages such as RAG and observability, and the potential for low‑cost, scalable intelligent agent development.

AI agentsGitOpsIntelligent agents
0 likes · 12 min read
Can GitOps Power Low‑Cost LLM Agents? A Hands‑On Exploration
DataFunSummit
DataFunSummit
Jul 7, 2025 · Artificial Intelligence

How SF Express Secures AI Agents for Logistics: Responsibility, Safety, and Performance

In an exclusive interview, SF Express’s AI leader Liu Ziheng explains how the company builds responsible, safe, and collaborative logistics AI agents, detailing anti‑hallucination mechanisms, private‑cloud deployment, model fine‑tuning, knowledge‑base integration, low‑code platforms, and the technical hurdles to scaling intelligent agents industry‑wide.

AIIntelligent agentsLogistics
0 likes · 9 min read
How SF Express Secures AI Agents for Logistics: Responsibility, Safety, and Performance
360 Tech Engineering
360 Tech Engineering
Jul 1, 2025 · Artificial Intelligence

What the New Intelligent Agent Industry Map Reveals About AI’s Future

On June 16, the China Academy of Information and Communications Technology released the first edition of the Intelligent Agent Industry Map, highlighting over 200 companies, detailing foundational, generic, and specialized layers, and showcasing 360’s Nano AI super‑search agent and MCP toolbox as key examples of the emerging AI‑agent ecosystem.

AutomationIndustry MapIntelligent agents
0 likes · 4 min read
What the New Intelligent Agent Industry Map Reveals About AI’s Future
Meituan Technology Team
Meituan Technology Team
Apr 24, 2025 · Artificial Intelligence

Meituan AI Recruitment: Join Our Advanced Technology Teams

Meituan's AI recruitment page showcases diverse opportunities across AI infrastructure, intelligent interaction, visual intelligence, and intelligent products, featuring roles from algorithm engineers to product managers working on cutting-edge technologies including large models, intelligent agents, and multimodal systems.

AI RecruitmentComputer VisionIntelligent agents
0 likes · 5 min read
Meituan AI Recruitment: Join Our Advanced Technology Teams
Baidu Tech Salon
Baidu Tech Salon
Feb 26, 2025 · Artificial Intelligence

Graph‑Engine‑Driven Workflow for Building Intelligent Agents

The article presents a graph‑engine‑driven workflow platform that lets developers assemble, orchestrate, and execute intelligent LLM‑based agents with low‑code visual design, fine‑grained path control, hierarchical sub‑flows, and event‑driven hooks, addressing perception, reasoning, planning, and scalability challenges while surpassing existing frameworks.

Data DecouplingIntelligent agentsLLM
0 likes · 19 min read
Graph‑Engine‑Driven Workflow for Building Intelligent Agents
Baidu Tech Salon
Baidu Tech Salon
Nov 14, 2024 · Artificial Intelligence

How Baidu’s Wenxin Model Hit 430 Million Users and What Its New Tech Means for AI

At Baidu World 2024, CTO Wang Haifeng revealed that Wenxin Yiyan has reached 430 million users, detailed the model’s retrieval‑augmented and multimodal generation breakthroughs, showcased intelligent‑agent‑driven coding tools, and highlighted expanding AI applications across education, sports, and industry.

AIIntelligent agentsindustry applications
0 likes · 7 min read
How Baidu’s Wenxin Model Hit 430 Million Users and What Its New Tech Means for AI
DataFunTalk
DataFunTalk
Nov 13, 2024 · Artificial Intelligence

Baidu World 2024: Li Yanhong’s Keynote on Large‑Model Advances, iRAG, Intelligent Agents and the No‑Code Tool “Miaoda”

At the 2024 Baidu World conference, CEO Li Yanhong presented a one‑hour keynote outlining Baidu’s recent breakthroughs in large‑model technology—including the retrieval‑augmented iRAG system, the rise of intelligent agents, and the launch of the no‑code “Miaoda” tool—highlighting their industrial applications and future impact.

Intelligent agentsNo-codeartificial intelligence
0 likes · 23 min read
Baidu World 2024: Li Yanhong’s Keynote on Large‑Model Advances, iRAG, Intelligent Agents and the No‑Code Tool “Miaoda”
Baidu Tech Salon
Baidu Tech Salon
Nov 13, 2024 · Industry Insights

Baidu’s iRAG and “Miaoda”: Solving AI Hallucinations and Powering the No‑Code Revolution

At Baidu World 2024, CEO Robin Li unveiled the iRAG retrieval‑augmented image generation model that dramatically reduces hallucinations and introduced the no‑code platform “Miaoda,” showcasing intelligent agents as the next mainstream AI application while highlighting explosive growth in daily model usage.

AIIntelligent agentsNo-code
0 likes · 11 min read
Baidu’s iRAG and “Miaoda”: Solving AI Hallucinations and Powering the No‑Code Revolution
phodal
phodal
Sep 7, 2024 · Industry Insights

Bridging Cloud and IDE AI Agents for Seamless DevOps Collaboration

This article analyzes the current state and challenges of AI‑assisted development tools, proposes strategies to integrate cloud‑based and IDE‑embedded intelligent agents, and presents practical examples—including Shire language scripts and tool orchestration—to improve end‑to‑end software engineering efficiency.

AIDevOpsIDE
0 likes · 10 min read
Bridging Cloud and IDE AI Agents for Seamless DevOps Collaboration
AntTech
AntTech
Jul 6, 2024 · Artificial Intelligence

Ant Group's Alipay Smart Assistant and Other AI Applications Featured in the 2024 World AI Conference Case Collection

At the 2024 World Artificial Intelligence Conference, Ant Group showcased seven AI-driven applications—including the Alipay Smart Assistant, AI Financial Butler, and other specialized intelligent agents—highlighting how large‑model ecosystems and professional intelligent agents are accelerating rigorous industry adoption of generative AI.

AIAI applicationsAlipay
0 likes · 5 min read
Ant Group's Alipay Smart Assistant and Other AI Applications Featured in the 2024 World AI Conference Case Collection
Baidu Tech Salon
Baidu Tech Salon
Apr 24, 2024 · Industry Insights

How Baidu’s Wenxin Model and PaddlePaddle Accelerate AI in the Intelligent Era

At the 3rd China International Software Development Conference, Baidu’s CTO Wang Haifeng highlighted the role of operating systems in the AI era, showcasing PaddlePaddle’s open‑source platform, the Wenxin large model’s efficiency gains, and the emergence of intelligent agents and code assistants.

AIChina technologyIntelligent agents
0 likes · 4 min read
How Baidu’s Wenxin Model and PaddlePaddle Accelerate AI in the Intelligent Era