SONAR

A new memory system for autonomous agents uses Independent Component Analysis (ICA) and FAISS vector databases to overcome the curse of dimensionality, compressing dimensions based on short-term memor…

SONAR, a new model for multimodal embeddings, reveals that certain dimensions are highly sensitive to changes and can detect anomalies in AI understanding. By enabling consistent encoding and decoding…