SQL with Manoj

I just finished a course about “What Is Generative AI?” on LinkedIn. Here are some of my Key Takeaways:

1. Role of Generative AI: Generative AI is described as a tool that is changing how humans create. Its designed to generate new content or data that is similar to existing patterns. It’s used for tasks such as image synthesis, text generation, and creating realistic content.

2. Importance and Evolution: With Generative AI we no longer need artistic talent to draw or to sing. We can access now concise information in just a manner of seconds. We can also automatically generate text such as news articles or product descriptions. It traces the evolution of generative AI, mentioning breakthroughs and models like GANs, VAEs, ChatGPT, DALL-E, Kubrick, and Journey.

3. Generative AI vs Conventional AI: Generative AI as its name suggests, generates new content. In contrast to this Conventional or Discriminative AI, which focuses on classifying or identifying content that is based on preexisting data.

4. Applications of Generative AI: It is applied in various domains, including natural language models (e.g., ChatGPT), text-to-image applications (e.g., Midjourney, DALL-E, Stable Diffusion), GANs for creative purposes (e.g., Audi wheel designs, film visual effects), VAEs for anomaly detection (e.g., fraud detection, industrial quality control), and more.

5. Popular Generative AI Tools: Notable generative AI tools are mentioned, such as ChatGPT, DALL-E, Midjourney, and Stable Diffusion. As a creative techie you can go to GitHub and create a notebook by choosing your favourite Generative AI model from the repo.

6. Future Predictions: It provides predictions for the next two to three years, foreseeing continued use of generative AI in computer graphics, animation, natural language understanding, energy optimization, transportation, and more. Longer-term predictions include applications in architecture, manufacturing, content creation, and a paradigm shift in the job market.

7. Impact on Jobs: The future of jobs is discussed, acknowledging the possibility of a shift in the job market. It’s normal for some jobs to disappear, while other new ones will be introduced.

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