Chatbot
Newcomers' questions get lost in your club's chat, so a chatbot answers from the club's notes and says "ask the captain" when unsure. Newcomers test it, and you fix one answer.
Challenger World · Secondary · Ages 13–17 · Quest 03 · AI for Good
Level Up Your Community
Help the people around you, then prove it worked.
BOSS CHECKEvidence that it helped.
Fix it with AI
Fix a real problem in your own life, then prove it helped.
Any form counts.
App- Chatbot
Website
Voice helper
Game for good
Comic or e-book
Awareness video
Sensor alert- Old phone that listens
Map or dashboard
Accessibility tool
Club Door Bot
More ideas.
Matching appHomework Swap BoardYour class can't find study partners, so AI pairs nicknames by weak topic; check more get help.- Awareness video and voteClean Plate WeekAn AI-animated video and a menu vote take on canteen waste; weigh the bins before and after.
- TranslatorNotice in Plain WordsA helper turns school notices into plain words in parents' languages; 5 parents say if it helped.
See real ones.
- Health app
HeadacheWise (opens in a new tab)
He and his mum both get headaches, so AI reads their headache logs and points out the triggers. It showed his mum what set off her pain.
Maclane, USA · Congressional App Challenge
- Emotion-reading app
Kora (opens in a new tab)
His autistic cousin found faces hard to read, so his app's camera AI turns expressions into simple emotion cues. 700+ users at 25 therapy centres in 12 countries.
Shashank, USA · The Global Indian
- Phone camera helper
MyHeartHealth (opens in a new tab)
Gran's doctor barely read her blood-pressure notebook, so his app's AI reads the monitor and writes a one-page summary. Gran's verdict: “Now he'll have time to look.”
Tristan, USA · Congressional App Challenge
What a finished project shows
AI for GoodSecondary · Ages 13–17
Make: A prototype you can demo, such as an app, chatbot, game, website or device, for one specific group. Describe the group, never individuals.
AI’s job: AI does a specific task inside it, such as recognise, sort, translate, simplify, answer or recommend. Show what you set up, and how you checked it gets things right.
Shows:
- A before-and-after: how the problem is handled today, and what your prototype changes.
- What you learned from 3 people, and a test with 5 people from or close to the group, anonymously and with their permission.
- 1 change from their feedback, and 1 way your AI could be wrong or unfair for these users, with how you guard against it.
- A process log with at least 4 dated entries, a short intro and your project or a demo judges can open.
Finalists on stage: 7 min talk + 3 min Q&A.
A summary: if the two ever differ, your challenge is what counts.
Pick this quest, or look at another.
Prizes in Challenger World: Champion S$5,000, three more team prizes and 8 Special Awards. All prizes