Tag: chatgpt
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The Five Barriers to Enterprise AI Adoption
AI is changing the role of the developer, shifting work from coding toward agent orchestration and higher-level architecture. While not the only area seeing results, developer productivity is where AI’s traction is most visible and measurable, particularly among individual developers, small teams, and greenfield shops free of legacy systems and layered processes. Enterprise adoption is…
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Infrastructure Is Eating the World: Circonomics and the Cult of “Bigger Is Better”
TL;DR: The market’s trillion-dollar AI boom is built on one assumption: whoever spends most on infrastructure wins. DeepSeek briefly exposed how fragile that belief is, and how quickly the system could unravel if it’s wrong. It could happen again. On the last Monday of January, markets lost over a trillion dollars in value. Nvidia alone…
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ChatGPT-5’s Short-Lived Simplicity: One Week of Clean Design
About a month ago I wrote about my frustration with ChatGPT-4o’s pull-down menu and its mess of mismatched models. I ended my post saying that I hoped ChatGPT 5 would address this. Last Thursday my prayers were answered. The pull-down was gone and with it the hodgepodge of models. In its place there was one…
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You Can’t Build an AI Strategy Without a Data Strategy
At their foundation, AI systems are massive data engines. Training, deploying, and operating AI models requires handling enormous datasets—and the speed at which data moves between storage and compute can make or break performance. In many organizations, this data movement becomes the biggest constraint. Even with better algorithms, companies frequently point to limitations in data…
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Why Storage Matters in Every Stage of the AI Pipeline
One of the companies that impressed me at AI Infrastructure Field Days was Solidigm. Solidigm, which was spun out of Intel’s storage and memory group, is a manufacturer of high-performance solid-state drives (SSDs) optimized for AI and data-intensive workloads. What I particularly appreciated about Solidigm’s presentation was, rather than diving directly into speeds and feeds,…