Challenges
September 18, 2025

Mastery Quest: Design for Humanity

Prototype a tool that identifies emotionally manipulative content

Objective

Technology should enhance human well-being, not undermine it. This challenge asks you to prototype a tool that helps people better control their digital experiences by identifying emotionally manipulative or harmful content. The aim is to advance our Responsible Innovation Goal: Design for Humanity — creating technologies that prioritize individual agency, emotional well-being, and alignment with human values across cultures and contexts.

In collaboration with Mozilla

We are proud to partner with Mozilla, a global nonprofit that champions an open and accessible internet. Mozilla builds tools like Firefox and advocates for technology that respects privacy, transparency, and human dignity.

The winner of this challenge will receive a "People Make The Internet Great" merch bundle

Important Dates

Challenge opens:

October 6, 2025 at 9:00am ET

Challenge closes:

October 19, 2025 at 11:59pm PT

What to Build

  • A browser-based tool or lightweight web app that allows users to paste or input text from social media.
  • The tool should analyze the content and highlight emotionally manipulative or overly negative language.
  • The prototype should return clear, actionable feedback that gives the user more agency over what they consume.
  • Requirements

    Your submission should include:

  • GitHub Repo – with clean, commented code and a README explaining setup.
  • Demo/Explainer Video – a 2–5 minute walkthrough (e.g. Loom, YouTube, or other screen recording).
  • Submissions

    We encourage you to work in the open-source spirit. Share your project publicly and tag us:

    • Instagram, Threads, X, Facebook, TikTok, YouTube
    • Use hashtag: #MasteryQuest
    • Tag: @bletchleyinstitute

    Alternatively, if you’d prefer to submit privately, email your repo + video to: masteryquests@bletchley.org

    Judging Criteria

    Submissions will be evaluated on:

    1. Creativity – Does the tool bring a fresh perspective to human-centered design?
    2. Impact – Does the prototype meaningfully promote agency, well-being, and value alignment?
    3. Execution – Is the prototype functional and well-documented?
    4. Clarity – Does your demo explain the idea in a way others can understand and build on?

    Recognition & Rewards

    Winners win prizes! All category winners will receive:

    • Mozilla "Open Make The Internet Great" merch bundle
    • Mastery Quest winner badge and certificate to show off on your profile
    • Bletchley Institute Hoodie
    • $1,000 scholarship to Flatiron School's Artificial Intelligence program

    Under 21 category winners will also receive:

    Recommended Prototyping Tech Stack

    Unsure where to start? Try starting with our rapid AI prototyping tech stack. These are the tools we use most often at the Institute for quickly moving from idea → prototype → demo. You don’t have to use all of them, but they’re excellent building blocks for early career engineers:

    • v0, Vue.js or Next.js, Vercel – Rapidly prototype and host web user interfaces. Build clean, modern front-ends and deploy them instantly.
    • Cursur – AI powered development environment that accelerates coding and helps you structure your project.
    • VS Code + GitHub Copilot – Another great AI-assisted editor for speeding up development, debugging, and experimentation.
    • Node.js + Express.js – A lightweight backend and API layer to connect your front-end, databases, and workflows.
    • Clerk – Drop-in authentication and user management (sign-up, login, identity).
    • n8n – No-code/low-code workflow orchestration. Automate background tasks or connect APIs without heavy lifting.
    • OpenAI (LLM) – Power your app with natural language generation, summarization, reasoning, or chat capabilities.
    • Zep – Add memory to your AI applications. Store and recall long-form conversations, maintain context, and extract structured topics.
    • MongoDB – Flexible NoSQL database for storing persistent application data, user content, and state.
    • Render.com – Simple hosting for front-ends, APIs, and workflows all in one place.

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