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Why Speed and Control Both Depend on Verified Data
For years, enterprise technology leaders across industries have operated under a flawed assumption: fast decision-making and rigorous compliance exist on opposite sides of a zero-sum...
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IDC Quanta for Tech Leaders: Make Every Technology Investment Defensible
In IDC analysts’ conversations with technology leaders, reevaluating their vendor ecosystem, controlling volatile AI costs, and proving measurable AI ROI are the same three challenges...
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What a 14-Year-Old Got Right About AI in 1984
The questions I asked about AI at 14 still hold up today: can a machine ask “Why? and How?”, and does it benefit society? Forty-two...
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The New Battleground for Enterprise Software: The UI Layer
I called the death of the SaaS UI “wonderful” two weeks ago in my prior blog, and I stand by it. But a death this...
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AI Strategy is Easier to Define Than to Deliver. IDC’s Benchmark Shows the Gap
About six in ten organizations say their AI strategy is transforming the business. IDC’s 2026 MaturityScape Benchmark AI Survey measured whether their capabilities match that...
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Stop Trusting the Model: The AI Enforcement Layer Every Organization Needs
Any organization that lets an AI system touch real data or real decisions needs an enforcement layer that sits outside the model, where the model...
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The Architecture Bet Nobody Benchmarks Until It’s Too Late
Most CTOs can describe their technology roadmap with total confidence. Fewer can say, with real evidence, whether that roadmap is ahead of the market or...
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半年出货 2.5 万台，同比增长432.1%：全球人形机器人商业化探索持续升温
2026年以来，全球人形机器人市场延续高速增长态势，产业发展进一步从技术验证迈向商业化应用探索。
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You Don’t Choose a Model, You Govern a Constellation
A CTO explaining, for the third time this quarter, why the company runs five different models across four teams describes most enterprise AI programs heading...
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IDC MarketScape最新评估：企业 AI Agent 的竞争，正从功能展示转向可落地、可复用的业务闭环
基于本次评估，IDC 梳理出中国ERM 市场AI Agent 发展的五大核心趋势。
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