New research highlights how indirect prompt injection can be delivered through calendars and productivity tools, while security teams warn of growing permission creep in enterprise AI agents. Adjacent cyber trends show continued cloud API abuse and AI-assisted phishing driving real-world compromise.
Policies don’t stop AI failures, engineering controls do. Learn where governance ends, where enforcement begins, and how to close the gap in AI security.
Prompt injection and agent abuse rarely look like attacks. Learn how to detect AI misuse in production by monitoring behavior, not just prompts.
New research and reporting highlight how indirect prompt injection and agent memory can create persistent insider-style risk, while coding agents remain susceptible to prompt-driven unsafe actions. Adjacent cybersecurity updates, including CISA KEV additions and critical flaws in self-hosted platforms, reinforce that classic exploitation paths still underpin most AI compromise scenarios.
Most AI incidents happen between components, not inside models. Learn how to secure AI pipelines end-to-end by protecting every transition from data to action.
Malicious browser extensions were reported stealing ChatGPT and DeepSeek chats, while new research explored data adulteration to reduce the value of stolen AI knowledge graphs. Adjacent risks include extension marketplace supply chain exposure in AI-powered IDEs and continued emphasis on resilience as attacker speed increases.
Is your AI incident a model failure or system misuse? Learn how to classify AI issues correctly so you can fix the real problem, not the symptom.
The FBI warns of rising AI-assisted fraud, Microsoft tightens guidance on secure token handling for AI agents, and adjacent cybersecurity trends highlight KEV remediation and post-holiday phishing risks that affect AI environments.
Human-in-the-loop controls fail when they are vague or overused. Learn how to place humans at real trust boundaries to reduce AI risk without killing scale.
Security leaders emphasized that AI agents can behave like insider threats if not tightly governed, while prompt injection remains a durable risk for tool-using systems. The week’s outlook reporting reinforces that AI-driven phishing and faster exploitation cycles will pressure identity, supply chain, and resilience controls in 2026.
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