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 or on YouTube at @jointerac.

Originally posted on Himalayas

Professionals: Designing Challenging AI Prompts at Terac