I · Narrative
Tracks what a person believes from what they saw
Gemma 4 31B QAT
Finding:DEGRADES· grade A(research conclusion)
58% correct (301/518)
Tested up to chain length 12, scramble 1.0, pronoun pressure 5, distractor events 20, witness cutoff 0.9
Pass rate
58%
Why it slips
The model answers where the object really is, not where the person believes it is.
in 71% of failures (217 failures)
Example failure
Evidence
- Ground truthDeterministic simulation: the right answer is computed, not judged
- StatisticsWilson 95% interval 54%–62%
- Sample size518 scored trials in total
- Fresh-seed confirmationNot run yet
- ReplicationNot run yet
Raw evidence
- Runs behind this row
- Every belief-tracking trial for this model →
- The example failure, in full →