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AI Models Reveal Scheming, Hallucination Patterns & Reasoning Breakthroughs This Week

But also frontier models struggle with meta-cognitive flaws in reasoning chains, researchers perfect small language model orchestration and new reasoning architectures emerge to enhance LLM capabilities

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Anthropic reveals introspective awareness emerging in advanced LLMs

But also DeepMind explores AI personhood philosophically, Science journal reveals AI persuasion outpaces humans

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University of British Columbia pioneers theory of mind in socially intelligent agents

But also LLM agents spontaneously develop self-referential behaviors when left alone, and all major models show psychogenic potential for delusion reinforcement

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Stanford shows AI agents replicate 85% of human beliefs and values

But also groundbreaking consciousness frameworks challenge current LLM assumptions, and research reveals dangerous LLM persuasion tactics exploit psychological vulnerabilities

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ETH and Stanford reveal LLM agents adopt measurable human personalities

But also ToM integration dramatically improves agent social reasoning, AI consciousness definitions gain scientific rigor, BDI ontologies bridge symbolic and neural reasoning

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Bengio & Elmoznino debunk AI consciousness illusions in Science

But also Microsoft's AI Chief dismisses machine consciousness claims, and Stanford researchers simulate 1,000 people with AI agents

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Theory of Mind Goes Deeper: September AI Psychology Breakthroughs

But also Mind Your Theory from King's College and Anthropic's Personality Evaluation Framework breakthrough