AI use case

Here are some interesting use cases of AI discussed by experts across various podcasts:

1. Neural Search and Semantic Search:

   • Description: Jay Alammar explains the use of embeddings to create search systems that go beyond keyword searches. This method is mature and reliable.
   • Highlighted By: Jay Alammar on the Practical AI
   • Details: Neural search uses AI to understand and generate context for queries, enhancing search results. It’s a practical application not part of the generative AI hype but still very impactful 1 .

2. Automating Workflows:

   • Description: Roy Derks talks about using AI to automate manual tasks like analyzing PDF documents and integrating AI into existing capabilities.
   • Highlighted By: Roy Derks on the Beyond Coding Podcast
   • Details: He emphasizes that while there's buzz about AI, real use cases involve basic prompt engineering and integrating AI smoothly into day-to-day applications 2 .

3. Route Optimization for Delivery:

   • Description: Gina Chung discusses implementing AI for route optimization in last-mile delivery.
   • Highlighted By: Gina Chung on the Me, Myself, and AI
   • Details: AI optimizes delivery routes in real-time by analyzing data and external factors, while allowing drivers to provide feedback to improve the system continually 3 .
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       Navigating AI Hype

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       2

       AI Use Cases

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       AI Route Optimization

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       AI Use Cases

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       5

       AI in Everyday Life

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       6

       AI in Politics

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4. Customer Service Chatbots:

   • Description: Manish Rai illustrates the use of intelligent chatbots combined with RPA (Robotic Process Automation) to enhance customer service.
   • Highlighted By: Manish Rai on the AI Today Podcast
   • Details: Chatbots extract customer intents and trigger RPA bots to fulfill requests, improving efficiency and customer satisfaction 4 .

5. AI in Everyday Tasks:

   • Description: Wei Li discusses various daily applications of AI such as ordering burgers through conversational AI and improving virtual backgrounds in collaboration software.
   • Highlighted By: Wei Li on the AI Today Podcast
   • Details: AI enhances both mundane and professional tasks, making interactions smoother and more intuitive 5 .

6. Political Campaigning:

   • Description: Nathaniel Whittemore talks about AI’s role in political campaigns, using the example of Imran Khan in Pakistan.
   • Highlighted By: Nathaniel Whittemore on the The AI Breakdown
   • Details: Khan used AI for voice replication to campaign from jail, showcasing AI’s potential to circumvent oppressive situations and influence politics 6 .

These use cases illustrate the wide-ranging applications of AI, from enhancing search systems and automating workflows to optimizing delivery routes and even playing a significant role in political arenas.