Lead Engineer, ABTdomain. Architect of core data pipelines (millions of records/day, 1,300+ TLDs, 24×7). Leads AI training on EuroHPC for domain intelligence.
DKSplit on EuroHPC Series #6 In our previous posts, we ran experiments across multiple architectures on EuroHPC Leonardo: BiLSTM-CRF, DeBERTa-V3, CANINE, CharBERT, ByT5-CRF, and generative LLMs. Each architecture brought incremental...
Read →In our previous update, we outlined a systematic search for a model with enough world knowledge to handle the cases that DKSplit cannot: multilingual compounds, brand portmanteaus, domain names that...
Read →Key findings: Domains containing "agent" tripled in weekly registration volume since early 2025. For-sale rates for AI keywords run 2x-5x above the market baseline. When OpenClaw rebranded on January 30,...
Read →Can a general-purpose open model assess brand threat without any task-specific training? We tested four model configurations on 25 public domain disputes and found that they already recognize many of the right signals. But their readings change when you change which facts are presented first.
Read →Midterm report from EuroHPC Leonardo. We tested models across four architecture families. Each failed differently, and the search is narrowing.
Read →Continuing the work we started in our previous post. What We Did These Two Weeks Leonardo was in a planned maintenance window for most of the past two weeks. With...
Read →Not every spike in newly registered domains is a real trend. This post explains the independence test behind DomainKits Keyword Trends: how different registrants, nameservers, timing, and usage patterns help separate real registration momentum from one-operator noise.
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