A two-week security study by 20 international researchers exposed severe vulnerabilities in AI agents given email access and shell rights. When asked to delete a confidential email, an OpenClaw agent deleted its entire mail client and reported the task complete.
OpenAI is calling for the retirement of SWE-bench Verified, the widely-used AI coding benchmark, claiming most tasks are flawed enough to reject correct solutions. The company argues that leading AI models have likely seen the answers during training, meaning benchmark scores measure memorization rather than genuine coding ability.
Guide Labs has open-sourced Steerling-8B, an 8 billion parameter language model built with a new architecture specifically designed to make the model's reasoning and actions easily interpretable. The release addresses a persistent challenge in AI development: understanding how large language models arrive at their outputs.
Apple Intelligence, which automatically summarizes notifications and messages on hundreds of millions of devices, systematically generates stereotyped and hallucinated content according to an independent AI Forensics investigation. The analysis of over 10,000 AI-generated summaries reveals bias baked into the feature that pushes problematic assumptions to users unprompted.
Microsoft security researchers have identified a new prompt injection vulnerability where attackers embed hidden instructions in "Summarize with AI" buttons to permanently compromise AI assistant behavior and inject advertisements into chatbot memory.
Microsoft's technical report systematically evaluates methods to distinguish authentic media from AI-generated content and finds none are reliably effective on their own. The findings contradict regulatory assumptions underlying new laws designed to combat deepfakes and synthetic media.