AI4Bharat: Building AI that is Inclusive
AI4Bharat, IIT Madras
22 Languages
All Age Groups
All Genders
Diverse background
Diverse Domains
بھارت
ભરત
भारत
ভাৰত
भारत
ڀارت
ਭਾਰਤ
ഭാരതം
பாரத்
భరత్
भारत
ভারত
ಭಾರತ
ଭରତ
भारत
भारत
भारत
भारत
भारत
भारत
भारत
भारत
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?
Building Pan India Teams for Data Collection
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
Maximize Engagement
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
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&kSrinagar, J&KDarbhanga, BiharImphal, ManipurMaximize Engagement
Kalimpong, West BengalMadurai, Tamil NaduAI4Bharat, 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
AI4Bharat : Building AI that is Inclusive AI4Bharat, IIT Madras
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By Mitesh Khapra
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