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Wholesale telecommunications: How platform models are reshaping the market
Wholesale has traditionally been a scale-driven business focused on connectivity and volume. That model is now evolving. Across the telecom industry, wholesale providers are rethinking how...
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Beyond LLMs: Why AI Strategy Now Requires Multi-Model, Multimodal, and Multi-Agent Architectures
For the past few years, large language models (LLMs) have dominated the AI conversation, and for good reason. They have transformed how we interact with...
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It’s a Data Thing: Retail and Restaurant AI Investments Will Miss the Mark if Not Led by Data Modernization
The gap between execution and strategy often widens as hype cycles gain steam. This is evident in the growing disconnect in retail and restaurants between...
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AI重构央国企增长逻辑：迈向高质量发展的智能化新周期
只有当AI实现从“分析建议”到“自动执行”的跃迁，并满足低幻觉率与高可靠性的业务要求，才能真正支撑央国企的高质量发展目标。
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Inference to Overtake Training by 2027 – Why Japanese First Movers Are Betting on Sovereign AI Infrastructure
Japan shifts from AI training to inference by 2027, driving demand for sovereign AI infrastructure, private deployments, and enterprise-ready services.
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The productivity plateau: Why efficiency gains no longer differentiate
Across industries, AI has already delivered measurable operational gains. Workflows have been automated. Processes have accelerated. Teams have improved efficiency and reduced costs. Early AI...
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Why I’m Excited about IDC Directions 2026
My introduction to IDC didn’t come from a report or a pitch. It came from sitting in a room at IDC Directions 2025. But within...
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GTC 2026: Workstations enter the sidetop era
NVIDIA’s GTC 2026 announcements reinforce a structural transition underway in client-side AI infrastructure. Traditional workstations are evolving beyond the familiar tower form factor toward a...
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