Real-world applications

Large Language Models (LLMs) Concepts

Vidhi Chugh

AI strategist and ethicist

Business opportunities

 

Benefits

  • Automate tasks

  • Improve efficiency

  • Create revenue streams

  • Enable new capabilities

 

  • The possibilities are endless!

 

An image representing articles about the companies rushing to leverage LLMs.

Large Language Models (LLMs) Concepts

Transforming finance industry

An image representing financial analysis data such as investment outlook, annual reports, news articles, and social media posts.

  • Unstructured data or text: data that lacks definition and is presented free-form
1 Freepik
Large Language Models (LLMs) Concepts

Transforming finance industry

An image representing how this data is consumed by an LLM.

Large Language Models (LLMs) Concepts

Transforming finance industry

An image highlighting market analysis, portfolio management, and investment opportunities as some of the applications of LLMs in the financial sector.

Large Language Models (LLMs) Concepts

Challenges in healthcare

Doctors' notes:

  • Jargon
  • Abbreviations
  • Domain expertise
  • Varying writing style
  • Varied text data and acronyms

Challenges:

  • Hard to understand terms
  • Difficult to interpret
  • Difficult to describe patient files

Doctors note

Large Language Models (LLMs) Concepts

Revolutionizing healthcare sector

  • Analyze patient data to offer personalized recommendations
  • Must adhere to privacy laws

An image showing how LLMs can analyze the varied sources of patient data to generate personalized recommendations.

1 Freepik
Large Language Models (LLMs) Concepts

Education

 

  • Personalized coaching and feedback

  • Interactive learning experience

  • AI-powered tutor

    • Ask questions
    • Receive guidance
    • Discuss ideas

An image showing how adaptive learning through LLMs helps in personalized coaching and feedback for students.

1 Freepik
Large Language Models (LLMs) Concepts

Personalizing education: text generation

 

A sample chat that explains why Pluto is not part of the solar system to a 5-year-old.

A sample chat that explains why Pluto is not part of the solar system to an astronomy expert.

Large Language Models (LLMs) Concepts

Defining multimodal

Multimodal

  • Many types of processing or generation

Illustration of camera and clipboard to show multimodal example of an LLM using text and image data

Non-multimodal

  • One type of processing or generation

Non multimodal example of an LLM using only text data with an illustration of a clipboard

1 Freepik
Large Language Models (LLMs) Concepts

Visual question answering

 

  • Answers to questions about visual content

  • Object identification & relationships

  • Scene description

 

  • Recognizes the zebra image

  • Responds with additional information

  • Makes a joke

Multimodal example of an LLM using text and image data

1 https://arxiv.org/abs/2302.14045
Large Language Models (LLMs) Concepts

Let's practice!

Large Language Models (LLMs) Concepts

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