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  • Agentic AI Is Not Added, It is Earned

    “Agentic AI” has become the new shorthand for autonomy. Loop an LLM. Give it tools. Add retries. Call it an agent. In demos, it looks impressive — damn impressive! Plans are generated, tasks are chained, decisions appear to emerge. But remove the human injecting urgency, correction, and intent, and most of these systems stall. This…

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  • The Software Silo Problem: Why OEMs Shouldn’t Build Software (At Least Not Like This)

    Walk into any lab built in the last 30 years and you’ll find it.Legacy software.Often built on a 1990s codebase.Running on a fragile Windows XP machine in the corner.No REST API. No modularity. No way out. And somehow, it still works.Barely. 🧱 The Problem Isn’t That It’s Old—It’s That It’s Closed Software without an API…

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  • AI makes you more of who you are

    We are in the heat of the third AI boom—or the second wave of commercial AI. Yes, AI is not new. It was conceived in the 1950s, reached peak hype in the late 1980s, and then collapsed into the second AI winter of the 1990s.Why did enthusiasm wane—again? Put simply, the hardware couldn’t keep up…

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