This post is Part 1 of a two-part series on multimodal typographic attacks. This blog was written in collaboration between Ravi Balakrishnan, Amy Chang, Sanket Mendapara, and Ankit Garg. Modern generative AI models and agents increasingly
Lessons from building production AI systems that nobody talks about. The conversation around AI agents has moved fast. A year ago, everyone was optimizing RAG pipelines. Now the discourse centers on context engineering, MCP/A2A protocols, agentic.
We recently discovered a method to compromise Claude Code’s memory and maintain persistence beyond our immediate session into every project, every session, and even after reboots. In this post, we’ll break down how we were able to poison an AI.....
OpenClaw enables powerful AI agent workflows—but introduces new security risks. Learn why securing tools, MCP servers, and agent-generated code is critical, and how DefenseClaw helps protect your environment.
Last week, DJ wrote about why OpenClaw – the agent he uses to help run his family’ life needs a governance layer. He pointed to ClawHavoc, 135K exposed instances, and the growing gap between how powerful OpenClaw is and how little anyone was doing...
Everyone's talking about AI agents, but most explanations overcomplicate it. An agent is just instructions that tell AI how to think and execute action. Not just what to do, but how to approach problems. Think of it as capturing
Cisco IT recently evaluated fine-tuning embedding models using NVIDIA Nemotron RAG fine-tuning recipe as part of an effort to improve retrieval accuracy for domain-specific enterprise data. The objective was not to redesign existing
LangChain makes it easy to move from a working prototype to a useful agent in very little time. That is exactly why it has become such a common starting point for enterprise agent development. Agents don’t just generate text. They call tools
There's a DGX Spark sitting in my home office running OpenClaw. It's connected to my phone and my laptop through secure tunnels, and it has become, without exaggeration, the operating system for how my family runs. My wife and I use it to plan our
