Business helper
A cleaning business answers the same enquiries all day, so an AI teammate drafts quotes from your price list and the owner approves each booking. Tricks on two versions show minutes saved.
Builder World · University · Ages 18–24 · Quest 04 · AI Agents
Agent Mode: ON
Give an AI a job. Then try to break it.
BOSS CHECKYour trick-test scoreboard, before and after your fix.
Create value with AI
People beyond your circle rely on it: AI at its core, results in numbers.
Any form counts.
Chat helper
Voice helper
Study coach
Robot with a voice
In-game helper
Team of agents
Browser helper- Club or shop helper
Quote Desk Teammate
More ideas.
Onboarding guideVolunteer Onboarding GuideAn agent answers new volunteers from a charity's handbook and hands unclear questions to the coordinator.- Browser helperGrant Form HelperAn agent fills a charity's grant forms in a browser and submits nothing until staff approve.
- Voice agentClinic Hours Voice LineA voice agent answers a small clinic's opening-hours questions from made-up data, saving staff calls.
See real ones.
- Study chatbot
LuFlot Bot (opens in a new tab)
A free chatbot that answers AI-ethics questions from a Yale philosopher's books. 11,000 questions from 85+ countries in two weeks.
A Yale first-year student, USA · Inside Higher Ed
- Grading helper
GradeWiz (opens in a new tab)
An AI assistant that reads and grades homework and exams, so students get feedback the next day. 30,000+ submissions graded; grading time cut 60%.
Two Cornell undergraduates, USA · Cornell Chronicle
- Nurse helper
Nova (opens in a new tab)
An AI assistant that takes paperwork off hospital nurses, so they get more time with patients. Saves each nurse 80+ minutes of admin a shift.
Five University of Michigan undergraduates, USA · Poets&Quants
What a finished project shows
AI AgentsUniversity · Ages 18–24
Make: A working AI agent for a clearly described user and task, with at least one knowledge source and, if you like, tools such as a calculator or a lookup on made-up data. Any real-world step waits for a person to approve it.
AI’s job: The AI decides how to handle each request: answer, look something up, ask a person or refuse. You design its instructions, knowledge, tools and guardrails.
Shows:
- A one-page spec with a guardrail table: each rule, why it's there and which test checks it.
- A 20-case test plan written first, with 8 tricks, run on 2 versions and on the plain model, in one table.
- A red team of 3 people outside your team, a failure analysis, and a user card that says what it can't do and who to ask.
- A process log with at least 5 dated entries, a short intro and your project or a demo judges can open.
Finalists on stage: 10 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 Builder World: Champion S$10,000, three more team prizes and 8 Special Awards. All prizes