Author

Małek Rafal Krystian

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Recent research

  • Society & EconomicsOpen access

    RKM Theory Response Formation as a Nonlinear Dynamical Process

    RKM Theory proposes redesigning LLMs with two modules: one that recognizes the "motive" behind an error (MRM), and one that formulates a response based on it (RFM). It reframes refusal/silence not as failure, but as convergence to a stable "null attractor" — a legitimate dynamica...

    Zenodo (CERN European Organization for Nuclear Research)2026-09-090 citationsDOI