🛍️ Amazon wants you to shop faster

Hello AI enthusiast,

If you haven't registered yet, join our CEO and AI expert Gianluca Mauro tomorrow, June 28th at 6 pm CEST, for a FREE live webinar, "Designing Products for the ChatGPT Era." Learn how to blend cutting-edge technology with user adaptability to create successful AI products.

Discuss the real-world impact of ChatGPT, its enhanced writing proficiency, and boosted user satisfaction. Explore why this popular technology is still underutilized in daily work.

Stay tuned at the end of the webinar, as we'll introduce the second edition of our Master in Prompt Engineering program. The course teaches you how to validate prompt accuracy, integrate them into products, and build prompt libraries.

Don't miss this chance!

📔 Case study: Amazon tests AI-generated summaries

Amazon is currently testing an AI-driven feature to help users find the right products more efficiently. AI-generated summaries of customer reviews provide a concise overview of the product's pros and cons based on real feedback. Since the platform has millions of products on its online store, and there can be thousands of reviews on a single item it could save a lot of time for potential buyers.

Still in its testing phase, this example illustrates how Generative AI can be harnessed to enhance customer experience on online platforms. By streamlining the decision-making process and saving time, Amazon's innovative use of AI technology aims to improve user experience and enable smarter and faster purchasing choices.

🧱 Foundational concepts: Input Representation

When Generative AI works with text, just like in the Amazon case, it needs a smart method to represent words and sentences in a way it can understand. This starts with Input Representation, where the Transformer architecture breaks text into smaller pieces called tokens and turns them into meaningful word representations. It also factors in the position of each word in the sentence. Having a clear, organized input representation allows the AI model to analyze text and perform tasks like translation or summarization more effectively.

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Be sure to check out our other programs:

• Foundations of AI: Learn the core concepts of Artificial Intelligence without coding.

• AI Career Compass: Discover all possible career paths in AI.

• Build Ethical AI: Ensure that AI is used responsibly.

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The AI Academy crew