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Epistemic warrant reveals that not all LLM recommendations are created equal, with significant implications for decision-making in organizations.
Steering LLMs with conceptors—soft projection matrices capturing the full semantic subspace—yields more robust control and enables Boolean logic for composing concepts, moving beyond the limitations of single-vector steering.