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Emergent Behavioural Signatures in Large Language Models: A Cross-Task Study of Risk and Forecasting Behaviour

2025-12-01

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<title>Abstract</title> <p>Recent advancements in large language models (LLMs) such as GPT-4, LLaMA, and Qwen2.5 have revealed capabilities extending beyond language generation to include complex reasoning and decision-making. This paper investigates whether LLMs exhibit consistent behavioural tendencies—comparable to human personality traits—when placed in structured decision-making scenarios. We conduct a two-p...

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Literature Corpus work: 9ed93189-b500-551c-860b-c9bf334d8324
DOI: 10.21203/rs.3.rs-7898697/v1

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