Brief

Nous Research has released Hermes Agent, an open-source AI agent designed for continuous learning and broad platform integration. Hermes features a persistent memory, autonomous skill creation, and multi-platform support across messaging apps and terminals. It can be configured to use various LLM providers, including OpenAI, Anthropic, and Ollama, through a universal proxy like Lynkr. AI

STRIDE-GPT is an open-source tool designed to generate STRIDE threat models for AI applications by analyzing architecture descriptions. It emphasizes treating LLM-specific assets like system prompts, RAG documents, and agent reasoning chains as first-class components in the threat modeling process. The tool requires detailed architecture descriptions, including components, data flows, and trust boundaries, to produce effective security models. Additionally, it highlights the importance of comprehensive logging for post-incident reconstruction and suggests layered rate limiting strategies to prevent token drain attacks. AI

A media company developed a serverless platform on AWS to automate the evaluation of AI-generated podcast summaries. The system sends articles to multiple foundation models simultaneously via AWS Bedrock, then uses a separate AI judge, Claude Haiku, to score each output based on criteria like accuracy and engagement. Finally, it generates an HTML report for visual comparison of the results, optimizing prompt refinement and parallel model invocation for efficiency. AI