About the challenge

Inspired by Anthropic CEO Dario Amodei's essay Machines of Loving Grace — a vision of a future where AI helps eliminate disease, expand opportunity, and strengthen democracy — the Claude Builder Club at UMD is bringing that vision to life.

This hackathon challenges you to build AI-powered tools that tackle real problems across three tracks: Health & Wellbeing, Campus Intelligence & Equity, and Governance & Accessibility. We're not looking for perfect code — we're looking for genuine thinking, real problems, and working prototypes that could actually help people.

Getting Started

 

  1. Pick a track based on your passion and expertise
  2. Define a specific problem — who faces it and why it matters
  3. Build a working prototype that demonstrates your core idea
  4. Test your assumptions — talk to potential users if possible
  5. Think through what could go wrong and build in safeguards
  6. Prepare to explain your thinking as much as your code

Requirements

What to Build

Build an AI-powered app that helps humanity flourish. Your project should tackle one of three tracks:

🏥 Track 1: Health & Wellbeing Healthcare is expensive, inaccessible, and confusing — and mental health support is even more so. Medical knowledge is locked behind jargon and paywalls. Billions lack quality care. Build something that changes that. Examples: diagnostic aids for underserved clinics, medication reminders, patient triage tools, accessibility tools, stress & burnout prevention, support for neurodivergent individuals

🎓 Track 2: Campus Intelligence & Equity A student's zip code, income, or background shouldn't determine their future. Campuses are full of disconnected systems and hidden resources that never reach the people who need them most. Build an AI-powered tool that makes campus life smarter and more equitable. Examples: adaptive tutoring, first-gen financial aid & scholarship navigation, interview & resume prep for non-traditional backgrounds, financial literacy tools

🗳️ Track 3: Governance & Accessibility Democracy is struggling. People feel unheard, divided, and too confused to participate. Communities can't work together on the problems that affect them most. Build something that brings people back in. Examples: policy explanation tools, legislative transparency, nonpartisan voter education, community deliberation platforms, conflict mediation

What to Submit

Submit your project on Devpost before the deadline with the following:

  • Project name & tagline
  • Track (Health & Wellbeing, Campus Intelligence & Equity, or Governance & Accessibility)
  • Demo video showing your working prototype (optional)
  • GitHub repo link
  • A short writeup covering:
    • Who you built this for and why they need it
    • How you used Claude / AI in your project
    • What could go wrong and how you addressed it
    • What you'd build next if you had more time

⏰ Allow yourself extra time before the deadline — last-minute upload issues are common!

Hackathon Sponsors

Prizes

$5,100 in prizes
API Credits + Cash
$850 in cash
6 winners

1st: $500 in API Credits + $350 USD
2nd: $200

Devpost Achievements

Submitting to this hackathon could earn you:

Judges

CBC

CBC

Judging Criteria

  • Machines of Loving Grace

Questions? Email the hackathon manager

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