AI 2025 trends

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An AI-supervised remote exam went so badly that 58,000 students must retake it

Earlier this summer, nearly 160,000 applicants took the entrance exam for UNAM, Mexico’s largest university. For the first time, they did it completely remotely, using a “lockdown” browser and AI-powered webcam proctoring software, over several weeks from late May through early June. It was a disaster. When exam results came in, they bore little resemblance

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New Whitepaper: AI-Mediated Apprenticeship and the Future of Enterprise Expertise

Read and download the complete whitepaper: AI-Mediated Apprenticeship: How Enterprises Can Automate First-Pass Work Without Weakening the Expert Pipeline TL;DR: My new whitepaper introduces AI-mediated apprenticeship, a practical enterprise AI operating model for automating first-pass knowledge work without weakening expert development, independent judgment, or long-term workforce capability. Enterprise AI knowledge work automation can accelerate analysis,

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VCF NSX 9.1: How Intelligent Networking Becomes the Private Cloud Control Fabric

TL;DR The real message behind the image is not that VCF NSX 9.1 creates one giant futuristic network map. The message is that networking is becoming a governed private cloud service. Application teams consume Virtual Private Clouds, subnets, gateways, and network services. Provider teams control the physical integration and shared architecture. Security teams add segmentation

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