Forthcoming essay · Feb 14, 2026
Why Enterprise AI Fails in Production
A systems view of why promising AI programs stall after pilots, and the architecture moves that reduce failure modes.
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Writing
Writing
Essays and working notes on production AI architecture, agentic systems, distributed infrastructure, operational reliability, and model epistemology.
Current entries are intentional seed topics for a growing body of work.
Forthcoming essay · Feb 7, 2026
Agentic Systems Require Infrastructure Thinking
Agentic behavior becomes useful only when paired with execution controls, policy boundaries, and runtime visibility.
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Forthcoming note · Jan 30, 2026
Model Epistemology and the Question of Machine Knowledge
A working note on what it means for AI systems to know, infer, and justify under operational constraints.
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