AI4Bharat: Building AI that is Inclusive

AI4Bharat, IIT Madras

22 Languages

All Age Groups

All Genders

Diverse background

Diverse Domains

What do we mean by inclusive?

AI4Bharat, IIT Madras

"Build a solid foundational data layer capturing the diversity of India"

"Data is fuel"

AI4Bharat, IIT Madras

How do we build such inclusive AI?

Mission : Collect Voice data from every district in India

AI4Bharat, IIT Madras

How do we build these foundational datasets?

Mission : Collect Voice data from every district in India

AI4Bharat, IIT Madras

How do we build these foundational datasets?

Kashmir University

Goa University

AI4Bharat, IIT Madras

Our Partners in this Journey

Aripana Foundation

Korou Foundation

Pragyam Foundation

Calcutta Foundation

Suchana
Desicrew
Navan Tech
Samskrita Bharati

Design for
Scale

Mobilize for
Diversity

Ensure
Quality

AI4Bharat, IIT Madras

What are the principles?

Read sentences from diverse domains

Enact prompts from diverse use cases

Telephonic roleplay conversations on general and state/district specific topics

Questionnaire on 50+ topics of interest

AI4Bharat, IIT Madras

Design for Scale

Team of 200+ language experts designed these tasks

AI4Bharat, IIT Madras

Design for Scale

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

https://drive.google.com/file/d/1723s9_fD2jbakz5uUP39dMFjLg449AKb/view?usp=sharing

Mobilize for Diversity

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

Mobilize for Diversity

Engaging all genders, age groups and people from diverse backgrounds

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

Maximize Engagement

Engaging people on 40+ topics of interest and their hobbies

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

Jammu, J&k

Darbhanga, Bihar

Imphal, Manipur

Maximize Engagement

Kalimpong, West Bengal

Madurai, Tamil Nadu

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

Ensure Quality

QA Team at Nilekani Centre at AI4Bharat, Chennai

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

Ensure Quality

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

Segmentation workflow

Transcription workflow

Ensure Quality

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

Mobilizing 100-200 people per district is harder than it seems

"Looking for help"

Jammu & Kashmir

Punjab

Goa

Biggest Challenges

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

AI4Bharat, IIT Madras

Summary