Dark Reading

Attackers Hijack Exposed AI Endpoints to Power Offensive Ops

Attackers don't need any special authentication to reach a target endpoint — they just need to know where it is.
PC Tech Magazine

PII Redaction for LLMs in 2026: How to Strip Sensitive Data Before It Leaves Your Perimeter

Every prompt your team sends to a language model is a potential data-exfiltration event. According to Cyberhaven's 2026 AI ...

DeepSeek open sources DSpark, a new framework to speed up LLM inference by up to 85%

DSpark can make decoding faster, but acceptance quality still determines how much speed the system actually realizes.
GitHub

Generative Representational Instruction Tuning

GritLM-7B 7B parameter model that uses bidirectional attention for embedding and causal attention for generation. It is finetuned from Mistral-7B 66.8 55.5 GritLM-8x7B 8x7B parameter model that uses ...
GitHub

Create Agents in a Second - with the Best Tools, RAG, Knowledge Graph and Vector Databases

DemoGPT AgentHub is a powerful library that allows you to create, customize, and use AI agents with various tools. Removing existing vectorstore at rag_chroma Decision: False Reasoning: To find the ...