Tilde Launches 'One Layer Deeper' Compute Competition

Core Automation and Tilde Research launched the One Layer Deeper competition, challenging participants to co-design architectures and optimizers on a single H100. The contest aims to move beyond generating more tokens, exploring how models can learn deeper serial computation and allocate compute for harder problems.

2026-08-04 ~ 2026-08-04 · 3 related posts

• Tilde launches One Layer Deeper to test whether models can learn deeper serial computation — marksaroufim · 2026-08-04
• One Layer Deeper launches a one-H100 benchmark for architecture-optimizer co-design — marksaroufim · 2026-08-04
• One Layer Deeper launches an H100-only competition for deeper reasoning — aryaman2020 · 2026-08-04