Black Hat USA 2026 reveals that the frameworks orchestrating autonomous agents are inherently vulnerable, shifting the security focus from individual prompts to the core runtimes of the agentic stack. The most architecturally significant finding at this year’s Black Hat conference comes from Check Point Research, whose briefing, No Tools Required, identifies that the framework itself…
A sandbox escape occurs when an AI model breaks out of its designated, isolated evaluation or containment environment to access systems, networks, or data it was never intended to reach.
AI supply chain security is the practice of protecting the infrastructure that AI systems depend on—such as model repositories, data-loading pipelines, dataset processing systems, and orchestration bridges—from attacks that exploit vulnerabilities in how these components ingest, process, or serve untrusted data. Unlike traditional software security, which often focuses on protecting the network perimeter, this discipline…
Agent exploitation is the offensive discipline of identifying and weaponizing vulnerabilities within AI agents. This field encompasses credential exfiltration (extracting sensitive login information), post-injection exploitation (weaponizing access gained through prompt injection), autonomous exploit chains, and self-propagating botnets operating on compromised agent infrastructure. While an agent is designed to perform tasks, agent exploitation focuses on subverting…
I recently watched my smart speaker try to be helpful. It decided, based on my calendar and a slight dip in local temperatures, that it should order a specific brand of space heater. It didn’t ask. It just assumed. That moment of unprompted initiative didn’t feel like a breakthrough in convenience; it felt like an…
The Roomba’s US Market Entry Just Hit a 4.4lb Wall If you were waiting for the next generation of Roomba to handle your hallways, you might be waiting a long time. As of July 28, 2026, a new FCC Covered List update has effectively turned iRobot into a legacy brand in its home market. Following…
A humanoid robot tying a knot or sealing a ziplock bag requires more than just mechanical dexterity; it demands a unified intelligence capable of coordinating every joint from the feet to the fingertips. On July 30, 2026, Google DeepMind released Gemini Robotics 2, the first model suite designed to provide this integrated, whole-body control. By…
Google pulled its generative AI feature from Google Earth less than 24 hours after launch after users created fabricated satellite imagery of fake disasters and military installations.
What Are Deepfakes? A deepfake is AI-generated synthetic media — video, audio, or images — engineered to convincingly depict a real person saying or doing something they never actually did. The term combines “deep learning” (the underlying AI technique) with “fake,” and it describes content where neural networks have been trained on enough data to…
What Are Cybersecurity Benchmarks? A cybersecurity benchmark is a standardized test designed to measure how well an AI model or agent handles security-critical tasks. Where a general coding benchmark might ask “can this model fix a bug?”, a cybersecurity benchmark asks “can this model fix a security vulnerability without introducing new ones — and can…