• Soft guidance that feels like it should redirect an agent frequently does not, and the experiments show where the line is.
• What a dozen steering experiments taught us about how LLM-based agents actually behave in the wild.

• articleSteering Instruction Hierarchies at Inference TimeSiqi Zeng, Sewoong Lee, Han Zhao, Julia Hockenmaier
• articleRole Steering of Language Models for Social SimulationsIsaac Song, Mohammed Rehan Parwani, Glenn Matlin, Emile Anand, Akhil Theerthala, Arjun Chatterjee, Maria Kostylew, Yonadav G. Shavit, Sebastien Krier, Mark Riedl
• articleUsing Linters to Direct Agentsfactory.ai

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