Question 1

What is AI for good?

Accepted Answer

AI for good refers to the use of artificial intelligence to address social, environmental, and humanitarian challenges. Examples include AI-powered medical delivery drones in Africa, machine learning that predicts floods 7 days in advance, and computer vision that detects illegal deforestation from satellite imagery.

Question 2

How is AI being used in healthcare in developing countries?

Accepted Answer

AI is transforming healthcare access in developing countries through multiple innovations: Zipline's AI-guided drones have delivered over 1 million medical packages in Africa, Butterfly Network's $2,000 AI ultrasound is reducing maternal mortality in sub-Saharan Africa, Qure.ai detects tuberculosis from chest X-rays in mobile clinics, and PlantVillage's Nuru app diagnoses crop diseases that threaten food security for 800 million people.

Question 3

What are examples of AI fighting climate change?

Accepted Answer

Key examples include Google DeepMind's GenCast which outperforms traditional weather forecasting on 97.2% of targets, Google Flood Hub providing 7-day flood forecasts across 80+ countries, FireSat detecting wildfires as small as 5x5 meters from space, The Ocean Cleanup using AI to map and remove 15 million kg of ocean plastic, and Rainforest Connection using recycled phones to detect illegal logging in 35+ countries.

Question 4

How does AI help in education?

Accepted Answer

AI is expanding education access globally: Khan Academy's Khanmigo AI tutor serves 700,000+ students using the Socratic method at just $15/year, Kolibri brings offline AI education to students in 200+ countries with no internet, and UNICEF's Giga initiative has used AI to map over 2 million schools across 140+ countries to connect them to the internet.

Question 5

What is AI for Cause?

Accepted Answer

AI for Cause is an independent journalism initiative covering how artificial intelligence is solving real problems for real people. We report on AI in healthcare, climate action, education, conservation, humanitarian response, and more — focusing on measurable impact rather than hype. Our stories cover projects like Zipline drone deliveries, Crisis Text Line mental health triage, ocean plastic cleanup, and wildfire detection from space.

Publication	AI for Cause
Founded	2025
Founder and editor	Shivi Agarwal
Funding model	Self-funded, no advertising, no paid coverage
Coverage focus	AI projects with measurable social, environmental, and humanitarian impact
Alignment	UN SDGs 3, 4, 7, 11, 12, 13
Headquarters	Greater Toronto Area, Canada

Figure	What it measures
1M+	Medical deliveries by Zipline AI-guided drones in Africa
97.2%	Forecast targets where Google DeepMind GenCast beats ECMWF
700,000+	Students using Khan Academy Khanmigo AI tutor
2M+	Schools mapped by UNICEF Giga initiative
15M+ kg	Ocean plastic removed by The Ocean Cleanup
100M+	Conversations delivered by Woebot CBT chatbot

For journalists, analysts, and researchers

Fact sheet

Key impact statistics

Founder bio

Shivi Agarwal

Media contact