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

How AI collapsed PR, SEO, communications and structured data into one interpretive layer.

AI Systems Do Not Think In Channels. Every few years, the communications industry declares something dead.

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