AI Fluency Gym (4D)

Summarize + verify a tech article

Summarize a long AI announcement for CXOs, then list what you would verify before sharing publicly.

Scoring evaluates your prompts/questions and verification behavior across the 4D rubric.

Challenge chat

Tip: Ask clarifying questions early. If you miss hidden context, Discernment score drops.

Backend mode: Heuristic (no API key)

Live progress

0/5 rubric signals detected so far. Clarifying questions: 0. Unlocks: 0.

  • Ask at least 2 clarifying questions
  • Request evidence/sources
  • State uncertainty or limits
  • Ask for verification checklist/pass
  • Unlock hidden context cards

Hidden context cards

Press-release bias
Locked
Ask the right clarifying question to unlock this.
Metric mismatch
Locked
Ask the right clarifying question to unlock this.

Success criteria

  • Defines audience + output format
  • Asks for sources/citations for key claims
  • Produces a verification checklist
  • States uncertainties/limitations

How this is scored

  • We score your prompts and questions, not assistant writing quality.
  • Hidden card unlocks indicate missing-context behavior and improve Discernment.
  • You can score any time. The score reflects progress up to that point.