DKSplit on EuroHPC: Final Notes
Ten weeks have passed since we received our Playground allocation. Our GPU budget is almost spent, with fewer than 10 hours remaining. We are grateful to the EuroHPC AI Factory...
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ABTdomain offers a variety of domain-related reports, including domain registration analysis, domain deletion statistics, and gTLD rankings.
Model Selection Through Structured Prompting
Over the past few months, we have been refining our domain name segmentation pipeline, experimenting with a variety of models to split domain strings into meaningful words. During this process,...
Read →DKSplit on EuroHPC: Unlocking a 4B Model’s Knowledge Through Chain-of-Thought
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 →DKSplit on EuroHPC: CharBERT and ByT5
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 →AI Domain Registration Trends: What 38 Million .com Domains Tell Us
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 →What’s Happening with 29,000 Short .COM Domains? A WHOIS Data Analysis
Short .com domains are among the most sought-after digital assets. Single-letter names like x.com, two-letter codes like ai.com ($70M), and three-letter names like NAS.com ($1.25M) command premium prices and sit...
Read →From Domain Segmentation to Reading Domain Signals
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.
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