Nous Research Releases Token Superposition Training to Speed Up LLM Pre-Training by Up to 2.5x Across — 2026-05-14

Impact Vector: AI Tools · May 14, 2026 · 3m

## Short Segments Promptimus is transforming how enterprises refine their large language model prompts without manual engineering. This new method automatically optimizes well-developed prompts, enhancing performance while maintaining domain-specific requirements. Coming up, we'll explore how Nous Research's Token Superposition Training is set to revolutionize LLM pre-training efficiency. Promptimus: Elevating LLM prompts without manual tweaks. Large language models are crucial in various industries, but crafting the perfect prompt can be a time-consuming task. Enter Promptimus, a method that…