INSIGHTS
Ideas that shape Al perception.
Thoughts, frameworks, and observations on how Al systems construct meaning-and how organizations can influence what is seen, said, and believed.
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What AI Forgot: The Silent Power of Wikipedia
Inside the crowdsourced mind that still teaches the machines — how our last human knowledge source became the backbone of artificial intelligence and why we can’t afford to lose it in an AI-driven world.

Make Your Site Machine-Literate: The LLM-Ready Homepage Checklist
In an era where search engines and AI assistants answer questions directly, your website isn’t just a brochure. It’s the canonical place machines look to anchor your facts. If you structure it correctly, you reduce errors, disambiguate your brand and executives, and give models a stable source to summarize.

Narrative Strategy
May 14, 2026

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