Stochasticity

It's Not Just the Prompt: Model Choice Dominates LLM Creative Output
Prompt engineering is often treated as a reliable control mechanism for LLM behavior, yet LLM outputs vary even under similar prompts …
Jennifer Haase, Jana Gonnermann-Müller, Paul H. P. Hanel, Nicolas Leins, Thomas Kosch, Jan Mendling, Sebastian Pokutta
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Maintaining Stable Personas? Examining Temporal Stability in LLM-Based Human Simulation
Large language models (LLMs) are increasingly employed in HumanComputer Interaction (HCI) research to simulate human behavior for …
Jana Gonnermann-Müller, Jennifer Haase, Nicolas Leins, Thomas Kosch, Sebastian Pokutta
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