μLattice: memory-scaling alternative to attention, according to its author
Open-source project and paper describing μLattice, a memory design that grows with input without quadratic cost. The author claims fewer operations than attention and perfect recall of thousands of associations.
According to the source, μLattice is a memory design that grows with input without the quadratic cost of attention. The material includes an open-source project and a paper by the author. The source claims fewer operations than attention and perfect recall of thousands of associations. These performance claims have not been verified by third parties and come from the author.
The relevance lies for those evaluating alternatives to attention: read the paper and code, reproduce the tests, and compare against independent benchmarks before drawing conclusions. To consult the original, look for the open-source project and the paper referenced in the author's publication. Rota Nacional does not implement μLattice and does not solve this engineering problem. If you use AI to study the material, do not send personal or internal data in prompts; the platform detects CPF, CNPJ, email, phone and names and applies your organization's policy before any model runs.