GC x AI Foundations

The Foundational AI Curriculum for Genetic Counseling Programs

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GC x AI Foundations provides:

✓ A structured AI literacy curriculum

✓ Faculty implementation resources

✓ Discussion guides and teaching tools

✓ Direct support from the founders

✓ A framework aligned with the future of genetic counseling education

Because preparing students for an AI-enabled future shouldn't require faculty to become AI experts first.

12 expert-led modules • Faculty implementation toolkit • Classroom-ready resources

Artificial intelligence is rapidly reshaping healthcare, education, research, and professional workflows. Yet many genetic counseling programs are still determining how—and where—to introduce AI into an already crowded curriculum.

GC x helps bridge that gap.

Our inaugural Foundations of AI for Genetic Counseling course provides a ready-to-implement, bias-aware curriculum designed specifically for genetic counseling education.

Built by genetic counselors. Designed for genetic counseling programs.

Why Programs Are Joining

You don't need another thing to build.

You need a practical way to introduce AI into your curriculum without asking faculty to spend dozens of hours creating content, tracking emerging tools, developing policies, or reinventing coursework from scratch.

12 expert-led modules progressing from literacy → critical evaluation → practical skills → real-world application.

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Module 1: Foundations

Understanding AI, ML, and Large Language Models

Build a working understanding of Artificial Intelligence (AI) and Machine Learning (ML); investigate large language models (LLM); discover current AI tools and platforms; critically assess limitations and opportunities of this technology.

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Module 2: Guardrails

Bias, Hallucinations, Ethics, and Responsible Use

Learn to recognize hallucinations; identify bias in AI systems and governance; evaluate outputs critically; assess reliability and risk; apply appropriate oversight of personal and professional use of AI/ML.

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Module 3: Skills

Prompting, Evaluation, and Human Oversight

Develop practical skills in prompt and context engineering; observe AI-assisted workflows; perform evaluation of technology solutions; promote ethical decision making with an emphasis on human-centered implementation.

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Module 4: Integration

Applying AI Across Clinical Care, Education, Research, and Professional Practice

Explore how AI/ML may impact clinical care, patient communication, research, and education domains; assess potential impacts to workforce and the Genetic Counseling profession as a whole while developing lifelong learning skills.

What’s included?

Student Access

  • Digital learning modules

  • Interactive activities

  • Reflection exercises

  • Practical AI exercises

  • Resource library

Faculty Resources

  • Facilitator guides

  • Discussion prompts

  • Suggested implementation strategies

  • Assessment ideas

  • Recommended readings

  • Teaching resources

FounderSupport

  • Faculty onboarding guide

  • Implementation support from the GC x founders

  • Monthly office hours

  • Early access to future resources and offerings

Why Become a Founding Academic partner?

You won’t just simply be early adopters.
You’ll be collaborators.

Join the Waitlist

  • As part of the inaugural cohort, you’ll have opportunities to:

    • Influence future curriculum development

    • Provide direct feedback on content and implementation

    • Help identify emerging educational needs

    • Inform future advanced learning pathways.

  • Founding Academic Partners will receive:

    • Recognition on the GC x website

    • Digital Founding Academic Partner badge

    • Early adopter status for student recruitment and marketing efforts

    • Demonstrated commitment to preparing students for an evolving healthcare landscape

  • This introductory pricing is designed to make adoption accessible while we gather feedback, outcomes data, and implementation insights from early partner programs.

    Future offerings may include expanded curricula, additional pathways, and revised pricing structures.

    Founding partners will receive first access to future opportunities and updates.