Fictional role simulation. This is a learning scenario created by 10xCareer, not a live opening or an offer from a named employer.
The Intellectually Dangerous Intern

Junior AGI Economics Research Associate

Economics|San Francisco, CA or Remote|Google DeepMind - AGI Economics

The Pitch

You will build toy economic simulations to watch capitalism break in interesting ways when AGI shows up. Not because you understand the economy. Because you don't.

The Anti-Pitch

No, you will not solve the economy. You will not predict the future. You are here to build tiny models, watch them fail, and write down what surprised you.

What You'll Actually Do

  • -Build simple agent-based economic simulations
  • -Research and summarize obscure economics papers
  • -Test assumptions about how humans behave when robots take their jobs
  • -Break your own models in creative ways

Output Expectations

Messy notebooks, surprising visualizations, and one document titled "What I Got Wrong This Week".

The 20-Day Journey

1
Days 1-3

Onboarding Without Pretending

Read foundational papers. Ask naive questions. Realize how little anyone actually knows.

2
Days 4-6

First Toy Model

Build something tiny. Watch it behave badly. Document the chaos.

3
Days 7-12

Research & Iteration

Summarize 5 papers. Break your model 10 different ways. Notice patterns.

4
Days 13-18

Translation & Exposure

Explain your weirdest finding to non-economists. Attend cross-team meetings. Listen more than talk.

5
Days 19-20

The "What Surprised Me" Note

Write what you learned. No grand conclusions. Just honest observations.

How You Know It's Working

Level: Freshman / Exploratory
  • -You ask questions that make PhDs pause
  • -You are wrong in interesting ways
  • -You build legible toy models that actually run
  • -You can explain complex ideas to your roommate

Why This Matters

Why Now

The economy is about to get very weird. We need people thinking about it before it happens, not after.

The Goal

You're not here to be right. You're here to become dangerous later.

What You Need

Required Mindset

  • - Comfort with ambiguity and not knowing things
  • - Basic Python (loops, functions, maybe pandas)
  • - Ability to read academic papers without falling asleep
  • - Strong writing - you'll explain weird stuff to normal people

Helpful Background

  • - Economics, Math, Philosophy, or Computer Science major
  • - History of playing SimCity or Factorio obsessively
  • - Have read at least one book about complex systems

Not Required

No PhD. No prior research experience. No perfect GPA. Just curiosity that keeps you up at night.

Your Toolkit

Hard Tools

PythonJupyter NotebooksMesa (agent-based modeling)Claude/GPT for research

Soft Tools

  • - Thinking out loud
  • - Whiteboard sessions
  • - Internal AI tools to stress-test ideas

Survival Skill

If you can Google competently and admit when you're confused, you're fine.

Try the next step

Use a real job posting to check its AI exposure, or build skills through a practical training project.

← Back to Sandbox