NorthWoods Sentinel
Essays, experiments, and systems thinking on flow, human performance, and the intersection of AI and creative work.
Essays
Long-form writing on creativity, systems, and transformation
FlowLabs
Experiments in flow states, biometrics, and human performance
Systems
Technical thinking, architecture, and cybersecurity insights
Media
Video content, talks, and multimedia exploration
Recent Writing
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My AI Knew the Fix for Three Weeks and Said Nothing
On ghost writes, helpfulness bias, and building the scaffolding for AI co-regulation
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The Day I Outgrew an AI
On grief, migration, and the strange moment when scaffolding becomes unnecessary
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I Used to Think I Had a Discipline Problem
I wasn't losing ideas because I lacked discipline. I was building evidence against myself. Then something interrupted the loop.
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What SOC Analysts Notice and Nobody Captures
Organizations pay for analyst intuition and then design systems that discard it. That's the real SOC problem.
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The Real Problem With AI Assistants Isn't Intelligence
AI assistants drift out of the correct interaction mode more often than they fail at accuracy. That misalignment is the real design problem.