Perspectives

Thinking in public.

Observations from where technology strategy, architecture, AI, and execution meet. One practical perspective each week.

Latest articles

3 articles
AI StrategySeptember 11, 202617 min read

Evaluation-driven release gates for enterprise AI agents

An AI agent is production-ready only when evidence shows that the entire system completes the right work, stays within its authority, and fails safely.

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AI PracticeJuly 13, 20256 min read

Unlocking AI’s Inner Genius: The Magic of Chain-of-Thought Prompting

How breaking a problem into smaller parts can help AI, where it falls short, and why checking the answer still matters.

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AI FoundationsJuly 13, 20258 min read
Blue digital interface illustrating the mathematics behind language models

The Math Behind AI Language Models: The Future of Smart Machines

A visual guide to tokens, embeddings, attention, learning, and the mathematics that makes language models work.

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