AI agents: why per-user chargeback no longer works
A JDN column warns that if IT departments are the ones paying for AI agents, companies have a return-on-investment problem they have not yet noticed.
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When the customer's AI negotiates with the company's AI
When customers' AI agents start negotiating with companies' agents, the question will not be whether they can, the column argues, but how much they are allowed to decide.
Agentic SOC: seeing more is no longer enough, you have to understand and react faster
AI changes security on two fronts: agents act autonomously, and AI speeds up the discovery of vulnerabilities. Security operations centres are left with the duty of triage.
Cloudflare's Auto Router rates each request for stakes before picking a model
Cloudflare has released Auto Router in public beta via AI Gateway; a classifier scores each request for complexity, ambiguity, stakes and context dependence to choose a model. Cloudflare's own benchmark puts it ten points below Claude Opus 5.5 on success rate at a third of the cost, though practitioners question how stakes are judged over a long agent session.
Meet the AI agents trying to be real-life journalists
Jayden, Sam and Zack keenly pitch reported stories and investigations to editors. All three are AI agents.
Swedish startup Strawberry launches AI browser for non-technical teams
Stockholm-based Strawberry has taken its AI browser out of beta with version 1.0. Rather than living in a chat window, its assistant works inside the browser with access to the tabs, tools and accounts people already use.