College Planning in the AI Era
Independent guidance for students and families. Learn how to present substantive project work honestly, explore AI-related university study, and understand changing rules for AI use in applications.
Substantive work as evidence.
Project work can demonstrate qualities that matter in applications — when the contribution is genuine and the student can explain it.
What project work can demonstrate
- Initiative. A project that started because the student chose to start it.
- Intellectual depth. Evidence that the student thought seriously about the problem — not just listed tools.
- Problem-solving. How the student navigated uncertainty, setbacks, or unexpected results.
- Student ownership. What the student specifically contributed, not what their team or tools did.
- Responsible AI use. Honest disclosure of how AI tools were used and what role they played.
- Follow-through. Proof that the work continued past the idea stage into tangible output.
- Measurable work and reflection. Data, feedback, or testing that shows the student evaluated their own work.
Resources
Guidance for presenting and continuing your project work honestly:
- Documenting the project process [Content pending verification]
- Organizing papers, prototypes, presentations, data, and reflections [Content pending verification]
- Describing individual contribution honestly [Content pending verification]
- Connecting project work to activities lists, essays, interviews, or permitted portfolios [Content pending verification]
- Continuing projects through research, community work, competitions, or venture development [Content pending verification]
Navigate admissions in a changing landscape.
Independent resources for students and families on AI-related university study and responsible AI use in applications. Content pending verification — no university claims are made.
AI Majors and University Programs
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Admissions AI Policies
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Responsible AI Use and Disclosure
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Preparation for AI-Related Study
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College Application Storytelling
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Parent and Student Guidance
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University policy items — required fields
Every university-policy entry will include: Institution · Country · Policy scope · Official source link · Last verified date. No specific policies, majors, or statistics are listed until verified.
University policy database — content pending verification