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AI, Artificial Cognition, Reflection, Singularity Ready, Thought -

Introducing the AI Mirror Test, which very smart people keep failing

Introducing the AI Mirror Test, which very smart people keep failing

AI chatbots like Bing and ChatGPT are entrancing users, but they’re just autocomplete systems trained on our own stories about superintelligent AI. That makes them software — not sentient. In behavioral psychology, the mirror test is designed to discover animals’ capacity for self-awareness. There are a few variations of the test, but the essence is always the same: do animals recognize themselves in the mirror or think it’s another being altogether? Right now, humanity is being presented with its own mirror test thanks to the expanding capabilities of AI — and a lot of otherwise smart people are failing it.  Don’t be...

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Artificial Cognition, Deep Thought, Digital Thoughts, GPT-4, Reflection, Thought, Thought Experiments -

Reflexion: an autonomous agent with dynamic memory and self-reflection

Reflexion: an autonomous agent with dynamic memory and self-reflection

To assess our approach, we evaluate the agent's ability to complete decision-making tasks in AlfWorld environments and knowledge-intensive, search-based question-and-answer tasks in HotPotQA environments. We observe success rates of 97% and 51%, respectively, and provide a discussion on the emergent property of self-reflection. Recent advancements in decision-making large language model (LLM) agents have demonstrated impressive performance across various benchmarks. However, these state-of-the-art approaches typically necessitate internal model fine-tuning, external model fine-tuning, or policy optimization over a defined state space. Implementing these methods can prove challenging due to the scarcity of high-quality training data or the lack of well-defined state space....

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