In July 2025, we introduced the Sapient Hierarchical Reasoning Model (HRM), a hierarchical, brain-inspired model that achieves deep reasoning with minimal data.

In addition, adaptive dynamic programming (ADP) is introduced and reversible datasets are designed to obtain optimal parameters with unknown drift dynamics. This design achieves model-free control of ...

For example, consider that exact calibration of cameras, lenses and lighting are typical requirements of legacy vision system technology. They also need intensive, detailed programming to do specific ...

Currently, various rapidly developing information technologies are gradually transforming traditional social systems into Complex Social Systems (CSS). On the one hand, individuals' ability to make ...