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Considerations for addressing the core dimensions of responsible AI for Amazon Bedrock applications

AWS Machine Learning Blog

The rapid advancement of generative AI promises transformative innovation, yet it also presents significant challenges. Concerns about legal implications, accuracy of AI-generated outputs, data privacy, and broader societal impacts have underscored the importance of responsible AI development.

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IBM watsonx Platform: Compliance obligations to controls mapping

IBM Journey to AI blog

The platform incorporates the innovative Prompt Lab tool, specifically engineered to streamline prompt engineering processes. Notably, the prompt text, model references, and prompt engineering parameters are meticulously formatted as Python code within notebooks, allowing for seamless programmable interaction.

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Pace of innovation in AI is fierce – but is ethics able to keep up?

AI News

Indeed, as Anthropic prompt engineer Alex Albert pointed out, during the testing phase of Claude 3 Opus, the most potent LLM (large language model) variant, the model exhibited signs of awareness that it was being evaluated. The second apes the BBC; AI decisions that affect people should not be made without a human arbiter.

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AI’s Got Some Explaining to Do

Towards AI

Yet, for all their sophistication, they often can’t explain their choices — this lack of transparency isn’t just frustrating — it’s increasingly problematic as AI becomes more integrated into critical areas of our lives. What is Explainability AI (XAI)?

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How to become an AI+ enterprise

IBM Journey to AI blog

Do you use gen AI out of the box? How can you master prompt engineering? When should you prompt-tune or fine-tune? Where do you harness gen AI vs. predictive AI vs. AI orchestration? The scale and impact of next-generation AI emphasize the importance of governance and risk controls.

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MLOps Landscape in 2023: Top Tools and Platforms

The MLOps Blog

The platform also offers features for hyperparameter optimization, automating model training workflows, model management, prompt engineering, and no-code ML app development. Fiddler AI Fiddler AI is a model monitoring and explainable AI platform that helps data scientists and machine learning engineers understand how their models work.

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