Agentic Grokkit Integrated: A Unified Framework for Zero-Shot Structural Transfer of Spectral Operators

Jan 2 · 5 min read · ## Abstract We demonstrate that grokked neural networks encode **continuous operators** rather than discrete functions, represented as invariant spectral primitives in weight space. These operators enable zero-shot transfer across discretization sca...