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{ "pk": 31722, "title": "Apparent Computational Complexity in Physical Systems", "subtitle": null, "abstract": "Many researchers in AI and Cognitive Science believe\nthat the information processing complexity of a mecha-\nnism is reflected in the complexity of a description of its\nbehavior. In this paper, w e distinguish two types of com-\nplexity and demonstrate that neither one can be an\nobjective property of the underlying physical system. A\nshift in the method or granularity of observation can\ncause a system's behavioral description to change in\nboth the number of apparent states and the complexity\nclass. These examples demonstrate h o w the act of obser-\nvation itself can suggest frivolous explanations of physi-\ncal phenomena, up to and including computation.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [], "section": "Submitted Presentations", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/1fk027xh", "frozenauthors": [ { "first_name": "John", "middle_name": "F.", "last_name": "Kolen", "name_suffix": "", "institution": "The Ohio State University", "department": "" }, { "first_name": "Jordan", "middle_name": "B.", "last_name": "Pollack", "name_suffix": "", "institution": "The Ohio State University", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "1993-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/31722/galley/22790/download/" } ] }