How Artificial Intelligence is helping common person? | Raktim Singh | TEDxBBAU

Key Concepts

• Artificial Intelligence (AI)
• Google AutoML
• ChatGPT
• Generative AI (Generation)
• Automation
• Prediction
• Summarization
• Transformer Model (Attention is All You Need)
• Positional Encoding
• AI Tools (Suno.ai, 11 Labs, Mixo AI, Logo AI, Writer, Gamma, Cवा AI, Zapier AI, Chatbase, Predicus AI, Infdemic AI, DreamBox, HOTA AI, Explainpaper, ChatPDF)

AI: A Comprehensive Overview

The speaker begins by sharing an anecdote about a friend in Gonda who successfully predicted demand for cakes and pastries during the New Year and Christmas season using Google AutoML and ChatGPT. This personal experience serves as an "aha moment," illustrating the pervasive reach of AI beyond metropolitan areas. The core message is that AI is leveling the playing field, making advanced technology accessible to individuals and businesses regardless of their location.

AI Fills the Gaps: An Acronymic Approach (GAPS)

The speaker introduces the acronym "GAPS" to categorize the key functionalities of AI:

• Generation: AI's ability to create content, including text, images, and videos.
  • Example: A clothing store in Kanpur uses AI tools like InVideo AI, Llama, and Midjourney to generate images of fashionable garments, which are then manufactured and sold.
  • Technical Detail: The speaker explains how AI generates text by predicting the next best word based on the context of preceding words. He uses the example of predicting the capital of India (Delhi) after mentioning "India."
  • Transformer Model: The speaker delves into the technical underpinnings of generative AI, explaining the significance of the "Attention is All You Need" paper and the transformer model. This model allows AI to process large amounts of text simultaneously, overcoming the limitations of earlier models that struggled with long passages.
  • Positional Encoding: The speaker explains the importance of positional encoding in the transformer model, using the example of a cricket match between Lucknow Super Giants and RCB to illustrate how the order of words affects meaning.
  • Real-World Application: The speaker mentions tools like Suno.ai and 11 Labs for creating personalized music for events like weddings and birthdays. He also mentions a startup in Bangalore that uses AI to identify optimal photo spots for tourists.
  • Tools for Startups: The speaker highlights tools like Mixo AI (website creation), Logo AI (logo design), Writer (copywriting, blog posts, deck creation), and Gamma (PPT creation) that can help startups quickly create marketing materials.
• Automation: AI's capacity to automate tasks, reducing manual effort and improving efficiency.
  • Example: A tiffin service in Noida uses Cवा AI to create appealing photos of daily menus and integrates it with Zapier AI and Chatbase to automate customer inquiries and order processing.
• Prediction: AI's ability to forecast future outcomes based on data analysis.
  • Examples: The speaker mentions the Duckworth-Lewis method in cricket and technical analysis in the stock market as early forms of prediction.
  • AI-Powered Prediction: He introduces Predicus AI and Infdemic AI as tools for medical diagnosis, allowing users to input symptoms and receive potential diagnoses (with the caveat that they should still consult a doctor).
  • Personalized Education: The speaker mentions DreamBox as a tool for personalized math education.
• Summarization: AI's ability to condense large amounts of information into concise summaries.
  • Tools: The speaker mentions HOTA AI (used by UPSC aspirants in Allahabad), Explainpaper, and ChatPDF as tools for intelligent summarization.
  • Mechanism: He explains that these tools are trained on large passages of text and human-generated summaries, allowing them to identify key words, filler words, headings, and conclusions to create accurate summaries.

Conclusion

The speaker concludes by emphasizing that AI is a rapidly evolving technology that will continue to shape the future. He encourages the audience to embrace AI and use it as an "Intelligent Assistant" (IA) to enhance their capabilities and achieve their goals. He poses the question of what people will say they did when AI arrived, hoping their answer will be that they used AI to build their future.