What Sophie reads from
360
GTM frameworks
607
Research papers
636
Operator essays
14,866
Citation links
98
Caugia helpdesk entries
Helpdesk corpus last synced: 30 Apr 2026, 05:31
Weekly independent grader
Every Wednesday, an independent Anthropic Haiku 4.5 model grades a 30-case sample of Sophie's answers against a public rubric. Scores publish to /admin/sophie-quality and the lowest cases trigger calibration.
Rubric: archetype precision (25) + framework relevance (30) + coverage (20) + coherence (15) + honesty (10) = 100
Sophie speaks 6 native languages: English, French, German, Spanish, Polish, Dutch.