Thoughts, systems, and strange little sparks
Noise in My Head
Thoughts on AI, systems, invention, and the places technology usually breaks.
Ideas, observations, and systems-level thinking from decades of building real-world solutions.
Latest Posts
Why Most AI Products Fail Before the AI Fails
AI projects often fail not because of the models, but because the surrounding systems were never redesigned to support intelligence.
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Why AI Needs Guardrails, Especially in Financial Systems
Innovation is moving faster than accountability. Here is what it takes to deploy AI responsibly in systems that cannot afford mistakes.
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Where Automation Makes Sense, and Where Oversight Must Remain
Automation can unlock incredible value if we are clear about the boundaries of judgment and where human oversight is non-negotiable.
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