EDUCATION & LEARNING · HIGHER EDUCATION · COURSE

Responsible AI in Higher Education Teaching & Assessment

A reviewed, evidence-grounded pathway for evaluating and governing AI-supported teaching and assessment while preserving human authority, validity, privacy, accessibility, and learner agency.

03Evidence
  • Reason
  • Evidence
  • Reflect

Higher Education collection Responsible AI & Academic Integrity

Status: Reviewed faculty pathway

Version: 1.0.0

Estimated time: 150 minutes

Completion record: Created only after independent review approval.

Credential pathway: A reviewed completion may be separately authorized for a Logos Professional reviewed-completion credential. Enrollment or course completion alone does not guarantee issuance.

EVIDENCE MODEL

How the pathway turns learning into reviewable evidence

01Learn
02Apply
03Demonstrate
04Review
05Verify

Learning objectives

  • Evaluate an AI-supported practice against a defined educational purpose.
  • Distinguish bounded assistance from accountable human decisions.
  • Analyze validity, authorship, bias, privacy, accessibility, and failure risks.
  • Design a transparent, contestable implementation and monitoring plan.

Learning sequence

  1. Diagnostic reflection
  2. Five reviewed instructional lessons
  3. Structured governance analysis
  4. Authentic AI use and assessment plan
  5. Implementation reflection
  6. Deterministic rubric suggestion

Required evidence

  • Learning objective and educational purpose
  • Proposed AI-supported learner or faculty workflow
  • Human-authority and decision boundary
  • Validity and evidence plan
  • Risk, bias, privacy, and accessibility analysis
  • Disclosure, contestability, and appeal process
  • Human oversight and monitoring plan
  • Inclusion and accessibility safeguards
  • Evidence used to decide whether the practice should continue

Certificate requirements

  • Acknowledge the course disclosure and complete the formative diagnostic.
  • Complete every reviewed lesson check in this published course version.
  • Submit the structured reasoning exercise, applied professional artifact, and implementation reflection.
  • Receive independent human review approval against the published rubric.
  • Receive separate administrator issuance of a Logos Professional Certificate of Completion.

The certificate verifies Logos Professional's reviewed-completion record only. It is not automatic institutional PD, CE, CEU, academic credit, licensure credit, or employer recognition.

What this certificate demonstrates

A named learner completed this published pathway, submitted authentic evidence, and received the required independent human review under the stated version and rubric.

Evidence base

Responsible AI in Higher Education Teaching & Assessment · Logos Professional