SeekBox AI

SIFT Method

Applies the SIFT media-literacy framework — Stop, Investigate the source, Find better coverage, Trace claims — to evaluate the credibility and reliability of every model’s response.

How it works

SIFT is a four-step lateral reading discipline designed to cut through misinformation. When enabled, the analysis model applies each step to the full set of AI responses:

  • Stop — flags impulsive acceptance of any single model’s answer
  • Investigate the source — evaluates the provenance and credibility of cited facts
  • Find better coverage — surfaces whether other models or sources corroborate the claims
  • Trace claims — follows assertions back to their original context to check for distortion
  • Produces a reliability verdict with confidence levels per model

When to use it

  • Verifying health or medical information before acting on it
  • Evaluating breaking news where facts are still evolving
  • Checking AI-generated citations for accuracy and source quality
  • Detecting misinformation patterns across multiple model outputs
  • Media literacy education and critical thinking research

This mode organizes model output for review. Its conclusions still require appropriate source checking and human judgment.

Sources