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
I Saw This Before
What the birth of online banking taught me about the future of AI, proprietary data, feedback loops, and the infrastructure shifts people usually notice too late.
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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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