The Essence of AI Development: Functional Enhancement and the Leap to Intelligent Digitalization
This article explores the core logic of AI development in enterprise digital transformation, arguing that AI is not simply an added layer of technolog
AI’s Shift from a Tool to an Autonomous Agent
This article explores how AI evolves from a traditional tool into an autonomous execution agent that can break down tasks, call resources, and keep it
AI-Driven Customer Insight and Proactive Marketing
This article explores how AI uses data integration, pattern recognition, and dynamic decision-making to predict customer needs, warn of churn, and del
AI Agents Reshape the Enterprise Marketing Closed Loop
This article explores how AI Agents extend from content production to customer screening, channel strategy, budget allocation, and media-buying optimi
AI Marketing in 2026: Decision Closed Loops and Key Challenges
AI marketing in 2026 is moving from tool upgrades to a decision closed loop covering insight, strategy, outreach, conversion, and review. This article
AI Marketing: Enhancement, Not Replacement
This article explores how generative AI is used in marketing, noting that AI currently improves efficiency mainly through marketing automation, conten
AI + Marketing: From Tools to a Business Closed Loop
This article explores how AI + marketing evolves from a single-point tool into a business closed loop, connecting lead acquisition, customer outreach,
2026 AI Marketing New Turning Point: From Tool to Partner
This article explores the key leap in AI marketing in 2026, analyzing the trend of AI evolving from a passive tool into an autonomous collaborative pa
How AI Reshapes Industry and Governance
This article explores how artificial intelligence evolves from a tool into infrastructure, driving digital economy growth, industrial upgrading, and p
Artificial Intelligence Reshaping the Future of Industry and Society
This article analyzes AI's development trends, core capabilities, and its profound impact on industrial upgrading, social governance, and future compe
NATO “burden shifting” and DeFAI: U.S. says tensions are growing pains
Tensions inside NATO have emerged as the Trump administration presses Europe on defense spending, but the U.S. ambassador says these are “growing pain
New York pied-a-terre tax: who pays and how much
New York passed a pied-a-terre tax on nonprimary homes over $1 million. See who pays, tax rates in 2026-2028, and later phase figures.
South Korea's AI Memory Boom
South Korea's massive AI and semiconductor investment is boosting DRAM, HBM, and memory chips, while sending shockwaves through global storage markets
DeFAI & AI Lending Insights: Luxury Shifts to Experiences
DeFAI & AI Lending Insights: luxury spending is expected to rebound in 2026, driven by experiences like travel and dining, while goods grow 1% to 4%.
DeFAI Crypto Lending and JPM CEO Retirement Timing
JPM CEO Jamie Dimon says his retirement timetable is still “five years away.” A 2018 press release had said he would serve “about five more years.” De
