Human Expertise, AI Speed, and the Trust Problem
AI makes polished output cheap. Trust will increasingly depend on authorship, evidence, original experience, verification, and accountable human judgment.
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AI & Software
Practical notes on Codex, agents, language models, AI-assisted coding, verification, context, product building, and the changing economics of software.
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What AI-Assisted Coding Changes for Small Business
AI-assisted development can make focused software and better internal systems accessible to smaller companies, but only when the complete workflow is understood.
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