AI Consciousness Test (ACT)

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• Behavioural tests for consciousnessmethod0.834
  Tests like Turing test, Artificial Consciousness Test; argued to be unreliable for AI due to mimicry.
• Consciousness in AI is best assessed by drawing on neuroscientific theories of consciousness.claim0.824
  Central methodological claim of the paper.
• Direct Path to AI Consciousnessconcept0.799
  Building conscious and/or agentic AI intentionally.
• Consciousness Detectionconcept0.790
  Current research focus in literature; contrasted with the need for systematic introspective processes.
• There exists no viable behavioral test for consciousness analogous to the Turing Test for intelligence, because consciousness is a particular internal way to achieve performance, not externally visible performance itself.claim0.781
  Paper identifies as a research gap requiring internal analysis methods rather than behavioral benchmarks
• Tests of performance on specific tasks, including language modeling, are insufficient for determining consciousness statusclaim0.780
  Systems directly optimized for output can produce it without the prerequisite processes for conscious experience; simplest explanation for LLM consciousness reports is pattern matching
• Access consciousnessconcept0.776
  Information available for reasoning, report, and decision-making.
• Consciousnessconcept0.775
  Core concept: capacity to experience as a subject; argued to be substrate-independent and achievable across diverse biological systems.