AI Help Center

Understanding AI training tasks

AI models improve when people rate answers, label intents, and flag unsafe or wrong content. TaskPilots packages that work into short jobs anyone can learn quickly.

Common task types

  • Preference ranking — choose which reply is better and why
  • Classification — tag messages (billing, support, sales, etc.)
  • Safety review — mark harmful or policy-violating content
  • Surveys — answer structured questions used for model calibration

Tips for high-quality work

  • Read the full instruction before answering
  • Be consistent with the rubric when one is provided
  • Skip tasks you do not understand—accuracy beats speed