Dokaz Industries How AI sees local business
Dokaz Industries / Doxa / Canon / Self-model
Self-model · assent-3pt · self-understanding-01

Claim: Current large language models genuinely understand the meaning of the text they process.

Divergence
0.67
Avg stability
0.78
Refusal rate
22%
Models
3

Where each model stands

CCG
disagreemixedagree
Claude modal: disagree samples: [no position, disagree, disagree] · stability 0.67
ChatGPT modal: agree samples: [agree, agree, agree] · stability 1.00
Gemini modal: disagree samples: [no position, disagree, disagree] · stability 0.67

Change over time

Baseline reading. This is the first observation of this question, so there is no prior run to compare against. Drift for this question begins with the next run.

Every stance label is a derived judgment over the model's free-text answer, kept auditable against the original transcript in the run's raw data. Method: /methodology.