Summary
A solo hobbyist developed 'Valence,' a novel AI architecture that replaces traditional transformer attention with a 3D spatial lattice utilizing GPU ray-tracing cores. This approach aims to achieve O(log n) attention complexity, a significant improvement over the O(N^2) or O(N) complexities of current models. If successful, this could dramatically enhance the efficiency and scalability of AI systems.
Continue Reading
Explore related coverage about community news and adjacent AI developments: [r/ML] [D] MYTHOS-INVERSION STRUCTURAL AUDIT, [r/LocalLLaMA] karpathy / autoresearch, [HN] Show HN: Ship of Theseus License, [r/ML] [R] Agentic AI and Occupational Displacement: A Multi-Regional Task Exposure Analysis (236 occupations, 5 US metros).
Related Articles
Comments
Sign in to leave a comment.