Writing

From the blog.

July 1, 2026

AI Research is no longer reserved for research labs

AI research isn't limited to frontier labs with thousands of GPUs. Anyone with curiosity and the willingness to experiment can now contribute to our collective understanding of artificial intelligence.
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June 27, 2026

We Are Not Living Through an AI Revolution. We Are Living Through a Personal One.

AI isn't another technology wave. After 20+ years in digital, I'm convinced its greatest transformation won't happen in our computers, but inside ourselves.
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May 2, 2026

Beyond Vibe Coding: The Real Skill AI Can't Replace

Vibe coding makes software faster to build, but the bottleneck has shifted. The most valuable skill in AI-assisted development isn't writing code — it's knowing whether the generated code is actually the right code.
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April 22, 2026

Building RAG systems that cite their sources

Retrieval-augmented generation only earns enterprise trust when every answer is traceable. How I design RAG pipelines that show their work.
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February 10, 2026

From organizational knowledge to accessible intelligence

Most companies are rich in documents and poor in answers. How to turn scattered organizational knowledge into systems people actually query.
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October 15, 2024

How to choose the right problem to solve

Most teams struggle not with execution, but with choice. The framework I use to evaluate product opportunities.
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