Devil’s Advocate
Stress-tests every major claim with counterarguments, blind-spot detection, and the hard questions the other models did not ask.
How it works
Devil’s Advocate mode (default analysis model: Groq) treats every confident AI answer as a draft to be attacked. After the primary models deliver their responses, the analysis model switches stance and interrogates the results from the opposite direction. It:
- Surfaces the strongest counter-arguments to each major claim
- Flags assumptions the other models took for granted
- Identifies blind spots, missing stakeholders, and second-order effects
- Names the scenarios in which the consensus answer would be wrong
- Rates how robust each conclusion is to a skeptical reader
When to use it
- Pre-mortem analysis on a plan, strategy, or product launch
- Stress-testing investment or career decisions before committing
- Debate prep — building the opposing case before you have to face it
- Reviewing AI-generated recommendations on high-stakes topics
- Forcing a rigorous second opinion when your own instinct agrees
This mode organizes model output for review. Its conclusions still require appropriate source checking and human judgment.
Sources
- NIST AI Risk Management Framework — National Institute of Standards and Technology. Accessed 2026-07-20.