Principal Engineer and systems architect with 25+ years in tech, now writing at the intersection of AI, architecture, and innovation. I explore the implications of machine intelligence, interpret trends, and unpack what matters beneath the hype. Clear thinking on artificial thinking.
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Aug 5, 2025 · 5 min read · Most large language models are smart, but static. Once deployed, they don’t change unless retrained. No matter how clever your prompt or long your context window the model itself is frozen, demarcated by a user session and context window. Self-improv...
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Jul 28, 2025 · 7 min read · How LLMs are still stuck in the same architecture that started it all These days, AI is an inescapable topic of conversation, whether you are scrolling on the toilet, sipping your morning coffee, or sitting through yet another boardroom pitch. Everyo...
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