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cs.CL2026
RealControlBench: A Benchmark for Interpretability-Informed Fine-Grained Control of LLMs and Agents
Xinying Cai, Bin Hu, Mingyu Jin +16
Existing steering benchmarks are built around simplified, isolated generation tasks and evaluate a single behavioral attribute under controlled settings that do not reflect the div…
cs.CL2026
Representational Similarity and Model Behavior in Multi-Agent Interaction
Yujin Potter, Seun Eisape, Shiyang Lai +6
Researchers have shown that neural similarity among humans predicts social closeness and cooperative success, whereas innovation often emerges from interactions among dissimilar in…