Sol Pi

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

Techmeme • Humanoid Robots

IFR reports around 7,000 humanoid robots were sold globally in 2025: According to figures compiled by the International Federation of Robotics, around 7,000 autonomous humanoid robots were sold worldwide in 2025. The sales were for industrial and professional service use, though many robots were purchased for research rather than productive work.