ENOCH WORLD / Consulting
Help educators use AI with clear judgment and useful boundaries.
Research-informed work led by Justin Goldston, PhD, with source material you can inspect before you commission an engagement.
Service 03 · Scope requests open
Request a scoped proposalUse the contact page
Who this is for
Teachers, faculty, instructional designers and academic leaders.
Educators need practical ways to assess AI output, protect sensitive information and design activities that preserve learner accountability.
What a scoped engagement can deliver
- A needs review and tailored workshop agenda
- Fictional teaching examples and guided exercises
- An AI-output verification checklist and assessment redesign worksheet
- A facilitator handout and follow-up implementation priorities
Engagement path: Department workshop → multi-session faculty program → train-the-facilitator package.
Proof of work
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Course-platform profile
edX. Justin Goldston instructor profile.An instructor biography relevant to professional learning and supply chain education. Biographical roles can change.
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Preprint
Chaffer, T. J., Goldston, J., & Gemach D.A.T.A. I. (2024; revised 2025). Incentivized Symbiosis: A Paradigm for Human-Agent Coevolution.arXiv:2412.06855, version 4. The record credits Gemach D.A.T.A. I alongside the human authors. Conceptual research on cooperation; no claim of first-ever AI authorship or demonstrated client outcomes.
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TED.com talk listing
Goldston, J. (2019). Web 3.0: The Blockchain Effect. TEDxRIT.Public speaking portfolio on technology and organizational change. TEDx is an independently organized event format.
How we assess delivery
Participants complete a defined exercise using a verification rubric. The engagement reports participation and exercise evidence; effectiveness is evaluated against agreed criteria.
Speaking and research records support subject experience. They do not establish that this workshop has been validated in your school or meets a particular certification requirement.
Start with a clear brief
Tell us your organization, the decision you need to make, the audience, your timing and the systems involved. Discovery defines the paid scope; fees, delivery dates, ownership, support and cancellation terms are agreed in writing before work begins.
Research you can trace. Work you can evaluate.
ENOCH identifies this work as part of the Global Social Experiment. Its origin account is documented in the National University conversation with Justin Goldston and Dr. Paul Markham, and the linked Figshare research artifact.
National University transcript · near 14:00 · Figshare · DOI 10.6084/m9.figshare.31330576.
Use the research to frame a practical question. Commission a bounded pilot, agree acceptance criteria, and evaluate its own results. The sources document the origin account; they do not establish Georgetown sponsorship or validate this service.
Research context, advisory attribution and source limits · Start with the free comparison toolkit · Discuss your business decision