Professionals: Designing Challenging AI Prompts

What We're Researching We're running a paid study to build a bench of people who are exceptionally good at designing tasks that expose AI model limitations. By turning real-world workflows into demanding requests, we can better evaluate where current models break down. This initial trial helps us identify individuals suited for ongoing prompt engineering and evaluation work. How It Works You will spend about an hour translating a complex workflow from your job or personal life into a demanding prompt that requires reasoning and real-world lookup. After running it in ChatGPT to identify where the model fails, you will refine the prompt until it breaks the system. Finally, you will write a clear grading rubric that a stranger could use to evaluate any AI's attempt at your task. This entire process is screen-recorded, as we are assessing your thought process just as much as the final submitted files. Who This Is For We welcome professionals, domain experts, and power users who have deep knowledge of specific workflows. You need to be capable of evaluating an AI's output within seconds and comfortable working on a laptop or desktop with a ChatGPT account. Candidates who excel at this trial will be considered for a long-term bench of evaluators. What You'll Do Pick a familiar workflow and convert it into a demanding AI prompt Test your prompt in ChatGPT to find failure points, making it harder if the AI succeeds Write a comprehensive rubric for grading the AI's performance Share your screen, camera, and microphone while completing the task Submit your prompt, failure notes, rubric, and the generated output file Who Should Apply Deep familiarity with a specific professional or personal workflow Ability to quickly evaluate the accuracy and quality of AI outputs Access to a laptop or desktop computer An active ChatGPT account Comfortable being screen-recorded while thinking through complex tasks Compensation $20 one-time Ready to participate? Start your paid interview now About Terac Terac is building the world's largest pool of vetted human experts for AI. Researchers, AI labs, and product teams use Terac to recruit, screen, and pay study participants across industries, languages, and skill sets. Learn more at terac.com or on YouTube at @jointerac .