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AI & Enterprise

Open-weight models account for 56 percent of monthly token throughput on Vercel AI Gateway

Open-weight models accounted for a majority of monthly token throughput on cloud platform company Vercel’s AI Gateway for the first time. Open-weight models made up 56 percent of tokens processed in August, up from 7 percent in December 2025 and 13 percent in April, with July at 36 percent. Vercel CEO Guillermo Rauch said the share hit a record 62 percent on Aug. 22. Token share does not equal spending share.

AI & Enterprise

AI era pushes security firms into governance and cost control

Security companies are stepping up AI security while expanding beyond traditional security into AI governance, risk control and cost management. PRIBIT AI is shifting its identity from a security company to an AI governance and risk-control firm and has announced an execution strategy. F5 has introduced an AI gateway that applies consistent policies to AI requests and manages access and usage for models, agents and tools. Korean companies are also joining OpenAI-led cybersecurity cooperation initiatives.

AI & Enterprise

Enterprise AI adoption hard without security, F5 Korea executive says

An F5 Korea executive said many companies run AI proof-of-concept projects but few move to production because they are not prepared to strengthen and maintain security. He said AI security differs from traditional security because prompts can pose risks and sensitive data can leak even without vulnerabilities. F5 is expanding AI security offerings and argues firms need controls at the front door, orchestration and inference stages, along with an integrated platform approach.