Topic: llm performance
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Secure Your AI: New Risks in Faster LLM Routing
NetMCP introduces network-aware routing to large language models, enabling them to select tools based on both relevance and real-time server performance like latency and stability. The platform uses the SONAR algorithm to dynamically score servers by semantic relevance and network conditions, imp...
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CrowdStrike & Meta Simplify AI Security Tool Evaluation
CrowdStrike and Meta have launched CyberSOCEval, an open-source benchmarking suite to evaluate large language models' effectiveness in critical security tasks. The framework tests LLMs in incident response, threat analysis, and malware detection to help organizations identify genuinely effective ...
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Why AI Chatbots Fail at Persian Social Etiquette
The Persian cultural ritual of taarof, where polite refusals often conceal genuine offers, presents a major challenge for AI due to its reliance on nuanced, non-literal communication. A recent study found that leading AI models like GPT-4o and Claude 3.5 Haiku perform poorly in taarof scenarios, ...
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