Thoughts, systems, and strange little sparks
Noise in My Head
Thoughts on AI, markets, systems, invention, and the places conventional thinking usually breaks.
Ideas, observations, and systems-level thinking from decades of building real-world solutions.
Latest Posts
The Housing Correction Most People Still Don’t See
Foreclosure activity is rising, sellers dramatically outnumber buyers, and affordability remains broken. The housing market may be more fragile than headline prices suggest.
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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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