June 2025

How will we train junior developers in a world of generative AI?

/ AI, Career, CTO

How will we train junior developers in a world of generative AI?And how do we get young people into software development when AI is already writing decent code for them? This is one of the most pressing challenges facing our industry today. GenAI is changing the learning curve, the incentives—and even the definition of what […]

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The Illusion of Democratized AI — And Why It Should Worry You

/ AI, CTO

It’s become fashionable to talk about “open” and “democratized” AI. But the reality is that training frontier LLMs like GPT-4 is structurally out of reach for all but a few hyperscalers. The reason isn’t just talent or data. It’s mainly infrastructure. Modern AI training requires tens of thousands of GPUs operating in perfect sync across

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