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Why AI & ML services need massive IP pools for data collection
Table of Contents The ongoing challenge of IPv4 scarcity Smarter subnetting for precise allocation Dynamic allocation and active reclamation NAT and CGNAT: Extending address reach IPv4 leasing and temporary solutions Integrating IPv6 as the long-term path Expert insights: balancing conservation and transition FAQs To build robust, global AI and ML services, vast pools of IP addresses are vital for gathering diverse, high-quality data at scale while avoidin

LARUS Foundation
Dec 16, 20257 min read


The Unsung Heroes of the Internet: Why Network Operators Need a Seat at the Governance Table
We like to call the internet a "global village." It sounds nice, doesn't it? A borderless, shared space connecting billions of people. But if you actually look at the room where the rules of this village are written—deciding everything from who gets privacy protections to who gets high-speed infrastructure— that room is surprisingly small. The Echo Chamber For decades, Internet Governance has been a closed loop. It is dominated by the "usual suspects": a tight circle of veter

LARUS Foundation
Dec 15, 20253 min read


Strategies for Efficient IPv4 Utilisation in 2025
Table of Contents The ongoing challenge of IPv4 scarcity Smarter subnetting for precise allocation Dynamic allocation and active reclamation NAT and CGNAT: Extending address reach IPv4 leasing and temporary solutions Integrating IPv6 as the long-term path Expert insights: balancing conservation and transition FAQs Subnetting, NAT and address reclamation remain essential to prolong the lifespan of IPv4 resources. Dual-stack networks and gradual IPv6 migrati

LARUS Foundation
Dec 10, 20254 min read
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