Analysis of AI-Driven Scraping and IPv4 Network Congestion (vulpinecitrus.info)

• AI-driven crawling creates infrastructure stress equivalent to DDoS.
• Data suggests 0.05% of global IPv4 space impacted.
• Highlighting the need for infrastructure-aware AI data policies.

"A technical breakdown reveals that autonomous AI scraping operations are now reaching a scale where 1 in every 2000 public IPv4 addresses is being hit simultaneously. This level of automated data ingestion mirrors the behavioral characteristics of a DDoS attack, threatening the availability of public web resources and highlighting the need for better traffic management in the age of large-scale model training."