Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents

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• Are LLM-based dialogue agents conscious entities with their own agendas?question0.758
  Central question that the role-play framework is designed to address without falling into anthropomorphism
• Li et al. 2024: larger LLMs outperform smaller ones at distinguishing self-related from non-self-related properties on self-awareness benchmarksfinding0.736
  Prior finding showing scale-dependent self-awareness, consistent with the scale effect observed in the paper's Experiment 1
• Patterns in the latent space span a spectrum of agency, from static truths studied by mathematicians to active patterns studied by behavioral scientists (some are kinds of minds)hypothesis0.731
  First of three core numbered hypotheses in the abstract defining the framework's ontology.
• Developing principled sentience frameworks is an existential requirement for humanity as it encounters diverse intelligences.claim0.730
• Progress in machine behavior science and biohybrid engineering breaks down the simplistic dualism of life vs. machine, revealing a continuum of emergence, rational control, and agency.claim0.730
  Second central claim: life and machine form a continuous multidimensional space, not discrete bins
• LLM Meta-Cognitionconcept0.729
  The ability of LLMs to monitor and evaluate their own reasoning, closely related to reflection.
• Biology commits to optimizing salience and meaning, not fidelity, via high-level, agent-based interpretation.claim0.728
  Central claim that biological memory prioritizes gestalt over details.
• Human cognition evolved to detect agency in medium-sized objects at medium speeds in 3D space, limiting recognition of intelligence in unfamiliar substrates.claim0.727