Articles
Essays and commentary on technology, AI, society, and more.
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How Can √2 Be Exact If Its Decimal Never Ends?
A unit square's diagonal is exactly √2, yet its decimal never ends. How math resolves that contradiction — and what it implies for how LLMs represent numbers.
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Evaluating the Unpredictable: Why and How Evals Should Work in Agentic AI
Traditional evals break down when agents can plan, act, and iterate. Here's why agentic evaluation requires a fundamentally different approach — measuring process as much as outcomes.
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Critical Thinking: The Architecture of Doubt
Critical thinking starts with doubt. Kahneman's System 1 is most error-prone — four Socratic questions expose hidden assumptions and earn convictions worth holding.
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Why We Think: The Essential Case for Effortful Reflection
Thinking evolved as a survival tool, yet most of us react instead of reflect. Kahneman's System 1 is most error-prone. Explore why effortful thought matters.