How to test OpenClaw without giving an autonomous agent shell access to your corporate laptop

OpenClaw jumped from 1,000 to 21,000 exposed deployments in a week. Here's how to evaluate it in Cloudflare's Moltworker ...
Network World

Nvidia claims 10x cost savings with open-source inference models

Nvidia noted that cost per token went from 20 cents on the older Hopper platform to 10 cents on Blackwell. Moving to Blackwell’s native low-precision NVFP4 format further reduced the cost to just 5 ...
MIT Technology Review

What’s next for Chinese open-source AI

Just last week the Chinese firm Moonshot AI released its latest open-weight model, Kimi K2.5, which came close to top proprietary systems such as Anthropic’s Claude Opus on some early benchmarks. The ...
IEEE

Multimodal LLMs for Zero-Shot Intrusion Detection Using NetFlow Visualisations

Abstract: This paper presents a proof-of-concept framework integrating time-windowed NetFlow traffic visualisations with zero-shot inference from multimodal LLMs for network intrusion detection.