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Open-Weight AI Models: A Path to Responsible Innovation
by Sri Ambati | April 04, 2024 GenAI App Store, H2O-3, Responsible AI, h2oGPT

H2O.ai response to the recent Request for Comments (RFC) issued by the National Telecommunications and Information Administration (NTIA) on open-weight AI models.

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Testing Large Language Model (LLM) Vulnerabilities Using Adversarial Attacks
by Kim Montgomery, Pramit Choudhary, Michal Malohlava | July 19, 2023 Generative AI, H2O LLM Studio, LLM Limitations, LLM Robustness, LLM Safety, Large Language Models, Responsible AI

Adversarial analysis seeks to explain a machine learning model by understanding locally what changes need to be made to the input to change a model’s outcome. Depending on the context, adversarial results could be used as attacks, in which a change is made to trick a model into reaching a different outcome. Or they could be used as an exp...

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