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#latent-states News & Analysis

2 articles tagged with #latent-states. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AINeutralarXiv – CS AI · Mar 46/103
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Minimal Computational Preconditions for Subjective Perspective in Artificial Agents

Researchers have developed a method to create subjective perspective in AI agents using a slowly evolving internal state that influences behavior without direct optimization. The study demonstrates that this approach produces measurable hysteresis effects in reward-free environments, potentially serving as a signature of machine subjectivity.

AINeutralarXiv – CS AI · 7h ago6/10
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LLM Reasoning Is Latent, Not the Chain of Thought

A new position paper challenges the prevailing assumption that large language models reason through explicit chain-of-thought outputs, arguing instead that reasoning occurs primarily in latent-state trajectories hidden within model computations. The research separates three confounded factors and proposes that current reasoning benchmarks and interpretability claims need fundamental reevaluation based on this distinction.