Tag
This paper investigates holographic reduced representations for zero-shot compositional reasoning in knowledge graphs, finding that while single-hop performance is strong, composition fails due to retrieval capacity and interference effects in the superposed memory, not the bind-unbind algebra.
Introduces 'tastebud-memory', an open-source agent memory system using hyperdimensional computing to create reversible, searchable project fingerprints, with backtested validation and an MCP server for integration.
This paper proposes Orthogonal Subspace Carving (OSC), a novel memory architecture that enables deep recursive binding in a constant memory footprint by projecting fillers onto the null space of role bases, overcoming the exponential scaling of Tensor Product Representations.