Why E-Commerce Platforms Are Accidentally Blocking Legitimate AI Shoppers

Online stores built their anti-bot systems to stop scrapers, fraudsters, scalpers, and abusers. That made sense then. Now AI agents are starting to shop and check out for real customers, and the same defenses can mistake a ready-to-buy customer for malicious automation. The result is a purchase that was about to happen and doesn’t. The … Read more

Hidden AI Tax: Why Compliance Rules Could Save Enterprises From Runaway LLM Bills

Enterprise AI agents come with a great pitch: lower support costs, faster resolution, service that never sleeps. What the pitch leaves out is that every autonomous step can also generate a new bill. Model inference, tool calls, retrieval, retries, orchestration, human review. It all adds up, and the “token tax” grows fastest right where companies … Read more

AntiFox Shows How Open-Source AI Red-Team Tools Become Turn-Key Attack Platforms

Open-source AI pentesting tools were supposed to help defenders find weaknesses before criminals did. Then came AntiFox, a fork of the ARTEX agentic pentesting framework. It shows how a tool built for authorized testing can turn into a ready-made, cloud-hosted attack platform when its guardrails are advisory rather than technically enforced. The real problem is … Read more

From KYC to KYA: The Identity Stack Banks Need Before Agents Can Touch Money

For decades, banks have been getting better at answering one question: who is this customer? KYC, sanctions screening, device fingerprinting, behavioral analytics and fraud controls all exist to confirm that a person or business is who they say they are. Agentic AI breaks the assumption underneath all of that. When an autonomous agent sends a … Read more

Why Generative AI Needs a Deterministic “Spine” to Survive High-Stakes Enterprises

Generative AI is remarkably good at working out what a customer means. It copes when they explain things badly, change their mind halfway through, or cram three requests into one message. But in insurance, banking, healthcare, telecom, and other high-stakes industries, understanding intent only gets you so far. The company still has to verify who … Read more

How Weaponized AI Agents Ran Hundreds of AWS API Probes in Under 30 Minutes

Cloud reconnaissance used to be slow, tedious work. Not anymore. In a set of recently disclosed intrusions, attackers used AntiFox, an open-source agentic penetration-testing platform, to automate everything from web exploitation to credential discovery, AWS identity validation, cross-service enumeration, and finally access to production secrets. Work that once took days was squeezed into about half … Read more