Improving Test Time Scaling With Adaptive Looped Transformers

Summary

In this AI Research Roundup episode, Alex discusses the paper: 'DeepLoop: Depth OpenAI's GPT-6 (codename Astra) shipped on September 3, 2026, and one architecture phrase leaked out with it: "recurrent ... Talk given by Ying Fan to the Formal Languages and Neural Networks discord on August 18, 2025. Thank you, Ying! Paper link: ... A detailed architectural breakdown of Paper: arxiv.org/pdf/2510.25741 Speaker: ruijie-zhu.github.io/ Slides: ... For years, AI progress was driven by larger models, more data, and bigger GPUs. But a new paradigm is emerging: Recursive ... Demystifying attention, the key mechanism inside A new architecture, the Recurrent This training provides an overview of the most common control topologies. We will then explore the history of D-CAP™ control ... Project website (paper, code, video): generalroboticslab.com/OSRAM Abstract: Sim-to-real transfer has made substantial ...