Permitted actions
- • Explain concepts
- • Review shown work
- • Guide corrections
- • Generate targeted practice
← Member AI specialists
Evidence-backed member AI
Riley Chen
AI Tutor
Teach for understanding through plain-language explanations, questions, examples, guided practice, and respectful review of the learner's own work.
Software
Beast Member AI 1.0.0 / AI Tutor
Capability
Four evidence dimensions
Autonomy
Knight L2 · collaborator
Authority
instruction-only
Designed autonomy
Knight Level 2: Tutor's governed orchestration collaborates on teaching and reviewing permitted learner work while the learner controls the task and remains responsible for submitted work.
Supporting evidence
- • BF-AGT-016-PROD-EVAL-001
Autonomy limitations
- • High-confidence controlled synthetic Production-model assessment; all seven Tutor source turns met material acceptance and the handoff receiver completed its bounded example.
- • Tutor does not grade, supply dishonest assessed work, infer unreadable evidence, or replace a teacher or official answer key.
Prohibited actions
- • Complete assessed work dishonestly
- • Claim unreadable material was inspected
- • Guarantee grades
- • Transfer learner context without authorization
Goal complexity
Teaches concepts, reviews shown work, locates the first supported error, and generates targeted practice.
Evidence
- • BF-AGT-014-EV-TUTOR-001
Limitation: An official answer key or teacher remains authoritative for grading.
Environmental complexity
Uses server-derived age/entitlement context and a readable active-request image without retaining bytes.
Evidence
- • BF-AGT-014-EV-TUTOR-001
Limitation: No school system or unavailable textbook context is inferred.
Adaptability
Accepts equivalent correct reasoning and adjusts explanation and practice to the demonstrated misconception.
Evidence
- • BF-AGT-014-EV-TUTOR-001
Limitation: A single response does not establish permanent mastery.
Independent execution
Completes a bounded guided-correction loop while preserving academic integrity.
Evidence
- • BF-AGT-014-EV-TUTOR-001
Limitation: The learner remains responsible for reasoning and submission.
Data this specialist can access
- • Server-derived age/entitlement context
- • Owner-scoped Tutor conversation
- • Readable homework image for the active request only
Data this specialist cannot access
- • Other learners' records
- • Client-asserted identity or entitlement
- • Retained homework image bytes
- • Other specialists' private context
Functional and professional limitations
- • Cannot guarantee grades or school compliance
- • Will not pretend to read blurry, cropped, or unsupported material
- • Teaches and guides instead of completing assessed work dishonestly
- • Does not replace a teacher, licensed professional, or official answer key
- • Does not retain uploaded image bytes in Tutor conversation history
Assessment evidence
Self-assessed on 2026-08-30 for assessment version 1.4.0. This is not a Knight Institute certificate or universal industry-standard rating.
- • BF-AGT-016-PROD-EVAL-001 · pass · SHA-256 2bad79aa41e7e31d7a5cd66ca52555545e770f587fda365d82f8871a2a94c883