Tag: essays
We are all architects now. Congrats on the promotion.
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If AI writes the code and AI reviews it, what is the engineer for? On surface architects, auditing as the new intuition,...
5,000 Lines of Trust
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Reflections on the shift in my work identity from engineering to design and architecture in the age of agents.
What Interests Me in 2026
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My research interests in interpretability, alignment, and NLP for specialized domains—and why I think about ML through the lens of translation and...
The Art of Shipping ML
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Reflections on shipping ML products: evaluation-centric design, the mirage of gold data, cost surface optimization, and why feedback loops are non-negotiable.
The Red Queen Runs, The Red King Waits
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Evolutionary lessons for AI: the Red Queen's endless adaptation race vs. the Red King's slow cooperative strategy—and what they mean for human-AI...