The best migration is the one nobody notices
If people notice your migration, something went wrong. What moving a company's systems overnight, with no downtime, teaches about bringing AI into a business without stopping the work.
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Perspectives
Questions I am genuinely curious about.
Thoughts, frameworks, and questions that shape my understanding of Applied AI, from why some AI initiatives succeed while others fail to how organizations can adopt AI more intentionally.
Retrieval before reasoning
The instinct with language models is to make them smarter. Usually the bigger lever is making sure they're looking at the right thing in the first place. Why grounding, not raw intelligence, is what makes AI trustworthy enough for real work.
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