How to apply for AI Tutor - Humanities

About xAI

xAI builds AI systems to understand the universe and advance human knowledge. The team is small, flat, and focused on engineering excellence, with all employees expected to be hands-on. Leadership is given to those who show initiative and deliver results.

About the role

As an AI tutor in humanities, you will evaluate model outputs for factual accuracy, logical coherence, and fallacious reasoning. You will also create training data to help Grok reason accurately, weigh evidence carefully, and communicate uncertainty honestly. The work is grounded in scholarly judgment, not creative writing.

A typical day

You will spend your day reviewing model outputs in your humanities specialty, flagging factual errors, logical gaps, and overconfident claims. You will also write training examples that show how to reason carefully and state uncertainty. You will communicate your findings concisely to teammates and prioritize tasks based on model needs.

Who xAI is looking for

• Has deep expertise in at least one humanities field such as linguistics, history, classical studies, literature, poetry, philosophy, ethics, visual arts, or performing arts.
• Can evaluate arguments for logical fallacies, hidden assumptions, and factual errors.
• Communicates clearly and concisely, with strong prioritization skills.
• Is self-directed and comfortable working in a flat, fast-moving environment with minimal supervision.

Tips for this application

• In your application, give concrete examples of how you have evaluated or critiqued arguments in your humanities field—not just your subject knowledge.
• Demonstrate that you understand the difference between creative writing and scholarly judgment, since the role explicitly excludes creative writing.
• Show familiarity with xAI's mission and Grok. Mention specific reasons you want to work on AI training data rather than general AI hype.
• Use your cover letter or application answers to prove you can communicate uncertainty honestly and weigh evidence carefully.
• If you have experience with data annotation, model evaluation, or AI training, highlight it. If not, explain how your academic work involved similar rigorous assessment.

What to cover in your cover letter

Explain why you want to work on AI training data for humanities. Give a specific example of evaluating a model output or a scholarly argument for accuracy and logic. Show that you understand the difference between creative writing and scholarly judgment. Connect your expertise to xAI's mission of creating AI that understands the universe.

Research before applying

• Read xAI's mission statement and recent announcements about Grok to understand the company's goals and model behavior.
• Look at examples of model outputs in humanities domains to see common errors in factual accuracy and reasoning.
• Study the difference between data annotation for AI training and academic peer review or editing.
• Check if xAI has published any papers or blog posts on how they train models to handle uncertainty and evidence.

Likely interview topics

Based on the job description, expect questions about:

• How would you evaluate a model output that makes a factual claim about a historical event but misses key context?
• Describe a time you identified a logical fallacy or hidden assumption in an argument. How did you explain it?
• What does it mean to communicate uncertainty honestly in a humanities context? Give an example.
• How would you create training data to help a model reason about an ethical dilemma?
• Why do you want to work at xAI specifically, and how does your humanities background fit the mission?

Common mistakes to avoid

• Treating the role as a creative writing job. The description explicitly says this is not creative writing.
• Focusing only on your subject knowledge without showing you can evaluate reasoning and logic.
• Using generic language about AI or passion for the company without referencing xAI's specific mission or Grok.