AI for social impact — explained
Credible, practical articles on AI for the SDGs, learning AI without coding, the UNITAR credential, and building real AI-for-impact projects.
The UNITAR Credential & Responsible AI
The UNESCO Recommendation on the Ethics of AI, Explained Plainly
A plain-language summary of the UNESCO Recommendation on the Ethics of AI — its core values and principles, and why they matter for anyone building AI projects.
2 min read
Learn AI Without Coding
How to Learn AI Without Coding: A Non-Technical Roadmap
A practical roadmap for learning AI without programming — what to learn, in what order, and how non-technical fields like policy, health, and business can use it.
2 min read
Build Your Project & Access AI
Funded AI Opportunities and Contests for Youth in 2026
An honest round-up of AI opportunities for students and young people in 2026 — competitions, courses, and what 'funded' really means before you apply.
2 min read
AI for Social Good & the SDGs
AI for Social Good: How AI Supports the UN SDGs
What 'AI for social good' really means, how AI maps to the UN Sustainable Development Goals, and grounded examples of projects that help — without the hype.
3 min read
AI for Social Good & the SDGs
AI for the SDGs: 15 Real Project Ideas Mapped to the Global Goals
Fifteen practical, achievable AI-for-good project ideas mapped to specific UN Sustainable Development Goals — a starting point for students and changemakers.
3 min read
Build Your Project & Access AI
What Makes a Strong AI-for-Social-Impact Project Proposal
The anatomy of a strong AI-for-impact project proposal — problem, user, role for AI, ethics, and evidence — with a checklist judges actually look for.
2 min read
Build Your Project & Access AI
How to Pitch an AI Project: Turning an Idea Into a Video Proposal
A practical guide to pitching an AI-for-good project as a short video — structure, script, what to show, and the mistakes that sink otherwise-good ideas.
2 min read
Learn AI Without Coding
Do AI Certificates Help Your CV? An Honest Look
Do AI certificates actually help your CV? An honest take on when certificates matter, when they don't, and how to make one count with employers and admissions.
2 min read
The UNITAR Credential & Responsible AI
Responsible AI Principles: A Beginner's Guide
A plain-language beginner's guide to responsible AI — transparency, fairness, human oversight, privacy, and accountability — with everyday examples you can apply.
2 min read
AI for Social Good & the SDGs
How AI Is Helping Achieve SDG 4 (Quality Education)
How AI supports SDG 4, Quality Education — from tutoring and translation to teacher support — plus the risks to watch and where AI is the wrong tool.
2 min read
The UNITAR Credential & Responsible AI
AI Hallucinations Explained: Why AI Makes Things Up (and How to Catch It)
What an AI hallucination is, why language models confidently invent facts, and a simple, practical habit for verifying AI output before you trust or share it.
2 min read
Learn AI Without Coding
Prompt Engineering Basics for Non-Technical People
A plain-language guide to prompt engineering — the few habits that get far better results from AI, with no coding and no jargon.
2 min read
Build Your Project & Access AI
Is AI the Right Tool? How to Tell Whether a Problem Actually Fits AI
Not every problem needs AI. A practical way to assess whether AI genuinely fits a social problem — before you build — so you don't force technology where it doesn't belong.
2 min read
The UNITAR Credential & Responsible AI
Using AI-Generated Media Responsibly: Consent, Disclosure & Content Credentials
How to use AI-generated images, voice, and video responsibly — when to disclose, how content credentials work, and the consent rules that protect you and your audience.
2 min read