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News
Same Shape at Every Scale: What a Larger Domnain Namespace Confirmed - and What It Didn’t
5+ hour, 53+ min ago (591+ words) In a recent CircleID piece, I described a structural pattern that appeared consistently across several large nTLD namespaces: a speculative noise layer in the high teens to low twenties, a dominant neutral middle making up 55–70% of each zone, a smaller…...
From Human Trust to Machine Cryptography: The Infrastructure Deficit in AI Interoperability
5+ day, 1+ hour ago (282+ words) In the world of AI agents, however, this trust model—reliant on human intuition and legal contracts—breaks down entirely. When an agent must hand off a task to another vendor’s automated quotation system to complete a cross-border project on your…...
Microsoft Launches AI Cybersecurity Model to Boost MDASH Performance and Cut Costs
6+ day, 4+ hour ago (284+ words) CircleID Microsoft has introduced MAI-Cyber-1-Flash, its first AI model built specifically for cybersecurity, as part of MDASH, the company’s multi-model platform for identifying and remediating software vulnerabilities. The new configuration, which pairs the specialist model with GPT-5.4, reportedly achieved…...
Public Data Is Not Public Infrastructure
3+ week, 3+ day ago (371+ words) People often assume that once public data is available, the hard part is over. Publish an API, release a bulk download, put PDFs on a website—problem solved. While building infrastructure for integrating trademark data from national and international trademark…...
The Vibe-Coding Revolution: How AI is Reshaping Domain Registration
4+ mon, 1+ week ago (378+ words) As AI drastically lowers the barrier to building web presences, it accelerates the speed at which ideas become live projects, driving a surge in domain registrations. In this new era of AI domain registration, domains are evolving from simple web…...