Attention ISN'T all you need?! New Qwen3 variant Brumby-14B-Base leverages Power Retention technique

Attention is powerful, but it is also expensive its computational and memory costs scale quadratically with context length. As models aim to reason across documents, codebases, or video streams lasting hours or days, attention becomes the architectures Achilles heel.