Ai Software

Nvidia SoL-Pi system cuts coding agent token usage by up to 49%: Nvidia's SoL-Pi system reduces coding agents' token usage by up to 49% with minimal impact on performance by optimizing the control layer between the model and its environment. A research agent developed the system by testing 152 approaches across over 3,000 runs, though gains were smaller on other benchmarks.

AI Software • The Decoder

Anthropic updates Claude Code with parallel agent workflows in beta: Anthropic has rebuilt Projects in Claude Code to introduce parallel agent workflows. A coordinator now splits tasks across parallel cloud threads that share a common memory, independently opening pull requests and running tests. The beta is available to select Pro and Max subscribers.

Anthropic • The Decoder