March 17, 2026
AI is Coming for You - Lessons from the past
An op-ed and exploration in the immediate and near-term potential changes we're going to live through with AI via the past.
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Personal essays and notes about practical defense, technical incentives, and how modern technology shows up in real work.
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March 17, 2026
An op-ed and exploration in the immediate and near-term potential changes we're going to live through with AI via the past.
Read postFebruary 3, 2026
Large technology firms still produce breakthroughs, but incentives at scale often channel outcomes toward incrementalism and capital efficiency.
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Tracked active projects, experiments, and shipped work.
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I am Synfinner, a cybersecurity professional focused on practical defense, modern attack surfaces, and secure systems. A lot of my work and writing also lives in AI and LLMs, where I explore model behavior, risk, and real-world implementation strategy.