# Adversarial pre-launch stress-test

Most “AI research” tools frame as cooperative interviewers. Kranth frames as **pressure**: will this claim survive hostile, frugal, technical, or skeptical readers?

Query clusters we own:

- stress-test idea before launch
- adversarial AI personas
- synthetic focus group that argues back
- pre-mortem audience simulation

HTML compare: https://kranth.ai/compare