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MLOps.community

Building in Production Human-centred GenAI Solutions // Mohamed Abusaid & Mara Pometti// #177

Sep 5, 2024
01:02:42
Snipd AI
In this engaging conversation, Mohamed Abusaid, an advocate for AI governance, and Mara Pometti, a design director at McKinsey, dive into the ethical intricacies of AI technology. They discuss the crucial need for governance programs to navigate safety challenges and risk management. The duo emphasizes transforming organizations from passive AI users to proactive creators, highlighting the balance between open-source models and managed services. Their insights reveal how responsible AI can enhance customer trust while navigating regulatory landscapes.
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Podcast summary created with Snipd AI

Quick takeaways

  • AI governance programs are essential for ensuring safe and ethical technology use while managing potential risks and compliance.
  • Organizations interact with AI as takers, shapers, and makers, highlighting different levels of engagement and resource requirements in AI adoption.

Deep dives

Understanding AI Maturity Levels

Organizations interact with AI in three distinct ways: takers, shapers, and makers. Takers are users who subscribe to services like OpenAI, using them straightforwardly with prompts without needing extensive customization or their own data. Shapers, on the other hand, enhance existing services by adding their context or data, often employing strategies like knowledge embeddings to create more sophisticated solutions. Finally, makers represent the most complex level, where organizations build their custom AI models from scratch, which requires considerable resources and expertise.

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