#deployment-protocols News & Analysis

2 articles tagged with #deployment-protocols. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · Apr 107/10

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An Automated Survey of Generative Artificial Intelligence: Large Language Models, Architectures, Protocols, and Applications

A comprehensive survey of generative AI and large language models as of early 2026 has been published, covering frontier open-weight models like DeepSeek and Qwen alongside proprietary systems, with detailed analysis of architectures, deployment protocols, and applications across fifteen industry sectors.

🏢 Anthropic🧠 GPT-5🧠 Claude

AINeutralarXiv – CS AI · May 96/10

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Games for AI Control: Models of Safety Evaluations of AI Deployment Protocols

Researchers introduce AI-Control Games, a formal mathematical framework for evaluating the safety of deploying untrusted AI systems through red-teaming exercises modeled as multi-objective stochastic games. The work demonstrates applications to language model deployment protocols, particularly Trusted Monitoring systems, offering improvements over existing empirical safety evaluation methods.