High Energy and Mathematical Physics AI Problem Reviewer

About OpenTrain

OpenTrain AI is the hiring and contracting organization for this role. OpenTrain is the #1 platform for finding and building careers in AI training and data labeling, helping contributors discover specialized projects, build a professional profile, and grow their experience in a fast-moving field.

About AI Training Work

AI training is the human side of building modern artificial intelligence. Experts review, solve, compare, and explain challenging problems so AI systems can learn from accurate examples and improve their reasoning. Your mathematical physics expertise will help evaluate how well advanced models handle technically demanding research material.

• Contribute to the development of next-generation AI systems
• Work remotely with flexible part-time hours
• Use your specialist knowledge without requiring prior AI experience

The Role

OpenTrain AI is seeking a High Energy and Mathematical Physics AI Problem Reviewer to work with research-level material in holography, AdS/CFT, and Weyl anomalies. Depending on the project, you may solve problems, audit proposed solutions, or adjudicate competing answers using your subfield expertise and hands-on experience.

• Engagement type: Remote contractor, part time
• Expected schedule: Approximately 10 hours per week
• Expected duration: 8 to 10 weeks
• Advertised rate: $80 to $160 USD per hour
• Work location: Worldwide
• Working language: English

What You'll Do

You will analyze difficult mathematical physics problems and communicate your reasoning clearly in written and verbal formats. The work focuses on assessing the accuracy, rigor, and consistency of AI-generated reasoning in advanced theoretical physics.

• Analyze research-level problems involving AdS/CFT correspondence and on-shell gravitational actions
• Formulate or verify tensor algebra expressions involving boundary curvature invariants in dimensions up to 8
• Apply Weyl-Fefferman-Graham gauge frameworks and related mathematical physics methods
• Develop, review, or adjudicate solutions involving holographic Weyl anomalies
• Evaluate solutions against associated benchmarks
• Explain complex scientific reasoning clearly in written and spoken work

Required Expertise

Advanced expertise in high energy physics or mathematical physics is required. No prior AI experience is necessary when you have the relevant domain background, but you should be able to independently assess technically sophisticated solutions and communicate your conclusions precisely.

• AdS/CFT correspondence and holographic dualities
• On-shell gravitational actions
• Weyl-Fefferman-Graham gauge frameworks
• Weyl anomalies and Fefferman-Graham expansion
• Boundary curvature invariants in higher-dimensional settings
• Tensor algebra and differential geometry
• Clear written and verbal communication of complex scientific reasoning

Helpful Technical Background

Experience with the research methods and mathematical tools below may support technical problem solving in this engagement.

• AdS/CFT research methods
• On-shell gravitational action analysis
• Weyl-Fefferman-Graham gauge
• Tensor algebra involving boundary curvature invariants
• Python, SymPy, Jupyter, or LaTeX

Why Work With OpenTrain

AI training and data-labeling work is one of the fastest-growing ways to work in technology. By contributing your expertise, you can help shape how cutting-edge AI systems reason while building a profile and portfolio around meaningful technical work. Creating an OpenTrain account is free.

• Find specialized AI training opportunities in one place
• Build a profile that showcases your relevant experience
• Work remotely with a flexible part-time schedule
• Grow experience in an emerging field at the intersection of expertise and AI