On May 20, 2025, The University of Manchester brought together leading academic researchers from across the UK, Europe and US in an agenda-setting workshop to define the future of research in ...

In this work, we identify the inefficiency in widely used allreduce algorithms, and the opportunity of algorithm-architecture co-design. We propose MULTITREE all-reduce algorithm with topology and ...

Rather, architects must gauge how well-positioned we are to design for this intelligence, manage its implications, and partner with our buildings as collaborators in shaping the human experience.

The Evolution Gym relies on two algorithms that bounce results back and forth. First, a design-optimization algorithm “generates a bunch of random robot designs,” Bhatia says.