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IN THE WEIGHTS

IN THE WEIGHTS

Jun 19, 2026 AI & Machine Learning
ai analytics brand recognition llm llm seo model evaluation

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IN THE WEIGHTS

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With more traffic moving off-web and into LLMs, I got curious about what traces we leave "in the weights". My design partner and I built a site in the past few weeks that checks recognition across frontier and small models. It queries many of them in parallel, clusters the responses, and tells you how strongly they recognize you. Happy to answer any questions here!

Comments (2)

Grant Keeling Grant Keeling 2 weeks ago

checking model outputs isn't the same as verifying weight traces tbh

Jovan Vandervort Jovan Vandervort 2 weeks ago

what probe methodology separates actual weight traces from confabulated responses?