Epoch AI's new MirrorCode benchmark tests whether AI models can recreate entire programs on their own. Claude Opus 4.7 leads with 56 percent, but every model still fails on the most complex tasks. In ...

Forbes contributors publish independent expert analyses and insights. Sho Dewan is a career expert who covers work, top jobs, and business. This voice experience is generated by AI. Learn more. This ...

Estimate music performance royalties from play count, venue or broadcast weight, duration, PRO collection share, territory factor, writer and publisher splits, and per-writer ownership. Estimate model ...

What happens when you give AI coding agents a lab full of robotic arms, some compute resources, and a “generous token budget” for teaching the robots various tasks? The agents can apparently figure ...

A hands-on tutorial series for building LangGraph agents with local LLMs via Ollama. Each notebook teaches a concept from scratch - no cloud APIs required.

Abstract: Multi-robot systems face the challenge of efficiently allocating teams of heterogeneous robots to tasks. The task allocation problem is complicated by collaborative interactions between ...

Abstract: Task offloading from edge devices to the cloud is typically modeled using directed acyclic graphs (DAGs), which assume predefined task details and stable network conditions. However, ...