Machine Heart

Oct 15, 2026 · Artificial Intelligence

Honeycomb: Fixed-Size Scene Memory for Consistent Long Video Generation

Honeycomb introduces HexMemory, a constant-size scene memory using six fixed feature planes that enables video world models to maintain long-term spatial consistency without growing memory footprint, outperforming prior methods in loop-closure revisit tasks and novel view synthesis.