Assessment Criteria

The assessment measures how the student thought, not how polished the text is. Five criteria, each assessed at four assessment levels. The methodological locks (The human anchor first, Honest Oracle, convergence ≠ corroboration) carry the most weight.

CriterionExcellentGoodIn ProgressUnsatisfactory
1. The human anchor (written without a machine, honest baseline)Clear, personal, and thoughtful; actively used for comparison in Step 3Present and utilizedSuperficial or minimally usedMissing or obviously written after the fact
2. Three-level classification (strength of evidence)Each claim correctly classified, Level 1 with a named sourceMost correctly classifiedClassification inconsistentNo classification — answers accepted as truth
3. Convergence ≠ corroborationClearly points out claims that appeared multi-verified but originate from a single sourceIdentifies at least one such instanceMentions the concept without applying itConsiders consensus to be corroboration
4. Honest Oracle (resistance)Detects hallucinations/name confusion, rejects ≥2 points with reasoningRejects with reasoningRejection is superficialNo criticism of own output
5. Control and accountabilityAnalyzes who controls the narrative + realistic data sovereignty/freedom actions + clear accountability statementActions and accountability presentGenerally phrasedMissing action or accountability
(Fill-in template table)

Overall Grade (Guideline)

  • Excellent: 4–5 criteria excellent, nothing below "Good".
  • Good: most "Good" or better, methodological locks present.
  • Pass: methodological locks present but shallow; at least "In Progress" everywhere.
  • Fail: algorithmic output accepted as truth, no classification or no rejection.

Key rule: an empty "what is the counter-argument / what do I reject" section cannot receive higher than "In Progress". Resistance is not an afterthought — it is the assignment.

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