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cs.MA2026
When is Routing Meaningful? Diversity and Robustness in Language Model Societies
Fantine Huot, Michael Kaisers, Mirella Lapata
Routing policies for multi-model systems are evaluated almost exclusively on task accuracy and inference cost. We argue that two properties, orthogonal to performance, determine wh…
cs.MA2024
Soft Condorcet Optimization for Ranking of General Agents
Marc Lanctot, Kate Larson, Michael Kaisers +7
Driving progress of AI models and agents requires comparing their performance on standardized benchmarks; for general agents, individual performances must be aggregated across a po…