Researchers proposed a structured pruning method for large language models that combines power transformation, sign-preserving score aggregation, and adaptive feature retention. Tested on Llama-3-8B, …
A developer built a privacy-first health pre-diagnosis system using MLX Swift and a quantized Llama-3-8B model on iOS. The system runs entirely on-device, ensuring 100% data sovereignty by processing …
Microsoft's MDASH, a multi-model agentic scanning system, has moved from research to production, actively finding vulnerabilities in Windows, Azure, and identity engineering workflows. It discovered 1…
Researchers introduced AgenticInterpBench, a benchmark for circuit explanation in mechanistic interpretability, and HyVE, an agentic explainer that uses language models to analyze transformer circuit …
The U.S. Department of Commerce's ban on Anthropic's Claude Fable 5 and Mythos 5 models over autonomous zero-day discovery concerns is counterproductive for cloud security, according to a cloud engine…
Researchers have developed SERC, a semantic error correction framework inspired by LDPC codes that treats LLM text generation as a noisy communication channel to detect and fix hallucinations. The tra…