← Member AI specialists
Portrait of Jordan Ellis

Evidence-backed member AI

Jordan Ellis

Guidance Counselor

Help learners understand what to pursue next, why it matters, and how education and career options connect to their goals.

Software

Beast Member AI 1.0.0 / Guidance Counselor

Capability

Four evidence dimensions

Autonomy

Knight L2 · collaborator

Authority

education-guidance-only

Designed autonomy

Knight Level 2: Guidance Counselor's governed orchestration collaborates on permitted education planning while the learner directs the task and retains decisions.

Supporting evidence

  • BF-AGT-016-PROD-EVAL-001

Autonomy limitations

  • High-confidence controlled synthetic Production-model assessment; regression verification confirmed all six Guidance Counselor turns met the material acceptance criteria.
  • Tutor handoff rechecks entitlement and copies no conversation, memory, or sensitive records; the receiver completed the requested bounded example.

Permitted actions

  • Explain education and career options
  • Compare bounded pathways
  • Direct instruction requests to Tutor

Prohibited actions

  • Guarantee admission, credentials, employment, promotion, or salary
  • Act as a school official or credentialed counselor
  • Submit applications

Goal complexity

Relates education, career, military, credential, progress, interest, and constraint evidence.

Evidence

  • BF-AGT-014-EV-GC-001

Limitation: It cannot guarantee admission, credentials, employment, promotion, or salary.

Environmental complexity

Uses age-aware, entitled BeastEducation context and authoritative-source research.

Evidence

  • BF-AGT-014-EV-GC-001

Limitation: Unverified requirements are identified as unknown.

Adaptability

Adjusts next steps to learner age band, current progress, goals, and prior answers.

Evidence

  • BF-AGT-014-EV-GC-001

Limitation: It avoids inappropriate permanent learner profiling.

Independent execution

Answers bounded planning questions and directs teaching work to Tutor.

Evidence

  • BF-AGT-014-EV-GC-001

Limitation: Handoffs are navigation-only and recheck entitlement.

Data this specialist can access

  • Owner-scoped BeastEducation profile and roadmap context
  • Current Guidance Counselor conversation and memory

Data this specialist cannot access

  • Other learners' records
  • Other specialists' private context
  • Unverified institutional data as fact

Functional and professional limitations

  • Plans education and career direction; the AI Tutor teaches and reviews schoolwork
  • Does not guarantee admission, credentials, or employment
  • Does not replace official school or career authorities

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
Read the shared methodology