May 29, 2026

Everything Is A Math Wrapper, Part III: Vector Spaces And Norms In AI/LLM Search

If you work online, in search or digital marketing in recent years it’s likely you’ve seen or heard the word “vector” or “vector space” thrown around […]
May 23, 2026

Everything Is A Math Wrapper, Part II: Metric Spaces And AI/LLM Search

Metric.   If you’ve worked in search/marketing this is a term that you should be familiar with and likely use everyday (and, perhaps, are exhausted by […]
May 15, 2026

Everything Is A Math Wrapper, Part I: Topology For SEOs And AI/LLM Search Spaces

A few weeks ago I wrote about a helpful mental model for SEO (and marketers for that matter): the idea that your content, web pages, websites […]
April 25, 2026

Defining Surfaces: A Foundation For Rigor In AI/LLM Search Spaces

Surfaces.   If you’ve been following along with posts on this blog, you’ve likely seen me mention the word “surface” or “surfaces” quite a bit.   […]
April 17, 2026

Rigor: The Implications Of Contextuality & Observer-Dependent Outcomes In AI/LLM Search Spaces

Take a deep breath.   If you’ve been following along on this blog, the past few weeks have been a bit more heavy on technical & […]
April 11, 2026

Query, Key, Value: The Heartbeat of Search – And AI/LLM – Spaces

I’ve written about a lot in this blog – from the challenges of measuring AI/LLM search spaces, to research that exposes the non-classical behavior in these […]
April 3, 2026

High Fidelity Representation: Why Sound, Smart SEO Matters More Now Than Ever In The Age Of AI Search

Gimmicks.   Sadly in search (and digital marketing in general) gimmicks are everywhere.   A gimmick, strictly speaking, is a method or tactic meant to temporarily […]
March 27, 2026

Contextual Overlap: The Transformer, Attention Mechanism And Non-Classical Spaces

I tend to look at things from a 10,000 foot view on most things in the digital world.   Whether it’s my mathematics background or my […]
March 19, 2026

Measurement Operators On AI/LLM Search Spaces: Finding A New Basis For AI Search Visibility

The past few weeks have been a lot if you’ve been following along here.   To catch up folks that might have missed a few bits […]
March 12, 2026

Decision Making: Asking The Right Questions About AI Search Visibility

AI search visibility is a big talking point in the search world.   Last week I mentioned how measuring these new search systems powered by AI […]
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