AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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PersonalityScienceBench evaluates how agents collaborate with diverse researchers alongside whether they complete the task, and across eighteen modelconfigurations, task performance, fact recovery, and self-repetition reveal different strengths.
We introduce AgentPersonaBench (APB), a benchmark evaluating whether persona conditioning faithfully steers downstream agent behavior. While language models are increasingly deployed for persona-driven user simulation, existing benchmarks primarily evaluate conversational styling or self-reports rather than authentic b...
A staged length bonus is introduced that keeps reasoning length within a controlled range without simply encouraging brevity in multi-view spatial reasoning, and improves accuracy over vanilla GRPO while reducing average response length.
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