{
  "annotation_id": "ce043062-13aa-4341-bd7e-0ea82661c5e4",
  "date_created": "2026-03-02T18:00:53.685000Z",
  "date_modified": "2026-03-02T18:00:53.685000Z",
  "file_hash": "bbebe4ff7841a41a71fca9468946f951ddbd90b9f38227ee08e357e5aba4e7a6",
  "private": false,
  "record": {
    "abstract": "Dynamics of arbitrary communication system is analysed as unreduced\ninteraction process. The applied generalised, universally nonperturbative\nmethod of effective potential reveals the phenomenon of dynamic multivaluedness\nof competing system configurations forced to permanently replace each other in\na causally random order, which leads to universally defined dynamical chaos,\ncomplexity, fractality, self-organisation, and adaptability (physics/9806002,\nphysics/0211071, physics/0405063). We demonstrate the origin of huge,\nexponentially high efficiency of the unreduced, complex network dynamics and\nspecify the universal symmetry of complexity (physics/0404006) as the\nfundamental guiding principle for creation and control of such qualitatively\nnew kind of networks and devices. The emerging intelligent communication\nparadigm and its practical realisation in the form of knowledge-based networks\ninvolve the features of true, unreduced intelligence and consciousness\n(physics/0409140) appearing in complex (multivalued) network dynamics and\nresults.",
    "arxiv_id": "physics/0412058",
    "authors": [
      "Andrei P. Kirilyuk"
    ],
    "categories": [
      "physics.gen-ph"
    ],
    "title": "Complex Dynamics of Autonomous Communication Networks and the   Intelligent Communication Paradigm",
    "url": "https://arxiv.org/abs/physics/0412058"
  },
  "schema_id": "dorsal/arxiv",
  "source": {
    "execution_id": "9a48485c-b134-4380-a15b-1674c5187cb7",
    "id": "arXiv Dataset IDs",
    "type": "Model",
    "variant": "snapshot-2026-03-01",
    "version": "0.1.0"
  },
  "user_id": 1000002
}