The $1 million evolution of the Triangle

It wasn’t long ago that a $1 million home in the Triangle was considered a clear step into luxury real estate. Today, however ...

Xiaomi's HarnessX rewrites its own AI scaffolding mid-task — and smaller models gain the most

Xiaomi's HarnessX autonomously rewrites AI agent harnesses mid-execution, delivering +14.5% avg performance gains — and +44% ...
Fair Observer

Beijing’s Uyghur Surveillance Model Is Being Exported to Afghanistan

In the Chinese province of Xinjiang, the Uyghur ethnic minority faces mass detention and forced labor. The CCP has woven databases, cameras and detention centers together to create a massive network ...
Bleeping Computer

The ‘Miasma’ worm source code briefly leaked on GitHub

The Miasma credential-stealing attack framework, which has recently targeted open-source ecosystems through supply-chain attacks, was briefly open-sourced on GitHub. Miasma appears to be an evolution ...
Dark Reading

'Hades' Campaign Against PyPI Puts New Spin on Shai-Hulud

Threat actors have struck the software supply chain yet again, this time hitting the Python Package Index (PyPI) with Mini Shai-Hulud in an attempt to spread poisoned code. In the latest campaign, ...
GitHub

AgentEvolver: Towards Efficient Self-Evolving Agent System

AgentEvolver is an end-to-end, self-evolving training framework that unifies self-questioning, self-navigating, and self-attributing into a cohesive system. It empowers agents to autonomously improve ...