Question 1 of 60

S001 · Breaking Down Complex Problems

When homework, a contest problem, or a project feels messy, I usually start by organizing the conditions, rules, or steps before trying to solve it.

Question 2 of 60

S002 · Physical Devices vs. Pure Software

If two projects had similar difficulty and grade impact, where would you rather spend your weekend time?

Question 3 of 60

S003 · AI Interest Check

When an AI tool gives a strange answer, I do not only want a better prompt; I also want to understand why the model made that judgment.

Question 4 of 60

S004 · Mathematical Persistence

When a math problem is hard, I am willing to keep working until I understand why the solution makes sense, not just what the answer is.

Question 5 of 60

S005 · Programming and Debugging Experience

When code breaks or gives the wrong result, I am usually willing to read the error, narrow the problem, and debug step by step instead of giving up quickly.

Question 6 of 60

S006 · Physics Modeling

When I see flight, collisions, circuits, energy use, or machine motion, I want to explain what is happening with a model.

Question 7 of 60

S007 · Data or Models

If you were studying why traffic gets bad near school, which part would you most want to own?

Question 8 of 60

S008 · Life Science Interest

When I see content about the body, disease, genes, cells, or ecosystems, I want to understand the mechanism behind it, not just memorize the conclusion.

Question 9 of 60

S009 · Motivation for Medicine

If you are considering medicine, which reason is closest to your real motivation?

Question 10 of 60

S010 · Biology, Engineering, or Data

If all options are related to health and medicine, what would you most want to do?

Question 11 of 60

S011 · Long-Term Training Readiness

If I become convinced that a direction really fits me, I can accept graduate school, a PhD, medical school, or another long professional training path after college.

Question 12 of 60

S012 · Team Engineering Projects

In a team engineering project, I can handle dividing work, communicating, connecting other people's parts, and integrating separate modules into one system.

Question 13 of 60

S013 · Independent Deep Work

If a problem is interesting enough to me, I can spend a long stretch working alone: reading, thinking, coding, modeling, or researching.

Question 14 of 60

S014 · Mechanical and Spatial Imagination

When I look at an object or space, I can usually imagine its structure, movement, layout, or how the parts fit together.

Question 15 of 60

S015 · Real Interest in Architecture

In an architecture and urban design workshop, which part would you most enjoy?

Question 16 of 60

S016 · Motivation for Environmental Problems

When a project connects to climate, energy, water, pollution, or sustainability, it feels more meaningful to me than an ordinary assignment.

Question 17 of 60

S017 · Chemistry Experiments

When a material, reaction, or experiment does not behave as expected, I am willing to observe, record, and adjust conditions to figure out why.

Question 18 of 60

S018 · Aerospace Reality Check

If you were studying aircraft or spacecraft, what would interest you most?

Question 19 of 60

S019 · Choosing a Popular Major

If a major is popular with strong jobs, but the courses only mildly interest you, what would you do?

Question 20 of 60

S020 · Failure and Iteration

If a project fails several times, I am usually willing to keep adjusting the approach as long as I can still see clues for improvement.

Question 21 of 60

S021 · Interest in Statistical Reasoning

When someone says, "the data proves it," I want to ask whether the sample is large enough, biased, or possibly just showing coincidence.

Question 22 of 60

S022 · Product Software vs. Algorithm Theory

If all options are in computing, what kind of project would you prefer?

Question 23 of 60

S023 · Course Confidence

If all these courses were hard, where could you most confidently earn a high grade through effort?

Question 24 of 60

S024 · Using AI Tools

If AI tools can help me learn, code, research, write, or analyze data more effectively, I am willing to try them and develop my own workflow.

Question 25 of 60

S025 · Adapting to Rapid Change

If a field's tools and knowledge change quickly, I do not only find it annoying; I am also willing to update my methods regularly.

Question 26 of 60

S026 · Lifestyle and Pressure Preference

If a direction is highly competitive but meaningful, I can accept long-term intense study, comparison, and pressure rather than choosing only the easiest short-term path.

Question 27 of 60

S027 · Life Priority Ranking

If you really had to choose between several majors, rank these factors by how much they would matter to you.

Rank these items: 1 = highest priority. Use each rank number once; rankings cannot repeat.

Question 28 of 60

S028 · Geographic Flexibility

If the best opportunities are in another country or region, which view is closest to yours?

Question 29 of 60

S029 · Tolerance for Open-Ended Problems

If a problem has no standard answer at the start but feels important or interesting, I am willing to form a hypothesis and test it.

Question 30 of 60

S030 · Four Summer Project Options

If these summer programs all accepted you and cost the same, which would you choose?

Question 31 of 60

S031 · Algorithms or Interface

If you built a learning app, which part would you most want to own?

Question 32 of 60

S032 · Low-Level Hardware Interest

When using computers, phones, sensors, or smart devices, I get curious about how chips, circuits, or embedded systems work underneath.

Question 33 of 60

S033 · Circuits and Signals

Even if circuits, signals, communications, or electronics require strong math and physics, I am willing to study how they make devices work.

Question 34 of 60

S034 · Mechanical Design Reality Check

Mechanical projects often require drawing, calculation, prototyping, testing, and revision. Your reaction?

Question 35 of 60

S035 · Role on a Robotics Team

On a robotics team, which part would you most want to take responsibility for?

Question 36 of 60

S036 · AI Math Reality Check

To really understand AI, I am willing to study model evaluation, error, probability, or linear algebra, not just use ready-made tools.

Question 37 of 60

S037 · Patience for Data Cleaning

If data is messy, missing, or inconsistent, I can accept cleaning and checking it first because that determines whether the conclusion is trustworthy.

Question 38 of 60

S038 · Statistics and Certainty

If a teacher asks, "Does this experiment prove the method works?", you would first:

Question 39 of 60

S039 · Tolerance for Theoretical Proofs

When I learn a formula or theorem, I am willing to understand why it is true, not only memorize how to apply it.

Question 40 of 60

S040 · Physics Research vs. Engineering Application

If both are related to physics, which would you rather do?

Question 41 of 60

S041 · Aerospace Pathway Risk

If aerospace roles depend heavily on location, citizenship, industry cycles, or graduate study, what would you think?

Question 42 of 60

S042 · Clinical Interaction in Medicine

If future work requires frequent communication with students, patients, families, clients, or teams and real responsibility for outcomes, I can accept that pressure.

Question 43 of 60

S043 · Biology Memory and Understanding

Biology and medical courses involve many concepts, mechanisms, terms, and details; if they explain life or health problems, I am willing to learn them over time.

Question 44 of 60

S044 · Biology Experiments vs. Biological Data

If you were studying genes and disease, which part would you most want to do?

Question 45 of 60

S045 · Length of the Medical Pathway

If a medical path takes 8-12 years with high pressure and competition, which thought fits you?

Question 46 of 60

S046 · Architecture Portfolio Work

If a design project receives repeated critique or revision requests, I am still willing to use drawings, models, presentations, and iteration to make the idea clearer.

Question 47 of 60

S047 · Sustainable Engineering

If you wanted to solve energy waste on campus, what would you most want to do?

Question 48 of 60

S048 · Chemistry or Biology

If you were studying a drug, which part would you most want to understand?

Question 49 of 60

S049 · Reading Scientific Papers

If I really want to understand a STEM problem, I am willing to read difficult articles, references, or papers, not only short videos or summaries.

Question 50 of 60

S050 · Competition and Project Preference

If you chose one extracurricular focus for half a year, which would it be?

Question 51 of 60

S051 · Personal Achievement vs. Content Interest

If a famous, selective major does not really attract you, you would:

Question 52 of 60

S052 · Income and Stability Ranking

If these factors came into conflict, rank your real priorities when choosing a major.

Rank these items: 1 = highest priority. Use each rank number once; rankings cannot repeat.

Question 53 of 60

S053 · Canada, U.S., and Asia Pathways

If a major has different strengths by region, which would you lean toward?

Question 54 of 60

S054 · Distance from Home and Independence

If a school or program fits me well, I would consider it even if it is far from home.

Question 55 of 60

S055 · Interdisciplinary Learning

If a direction requires two knowledge bases, such as AI + biology, engineering + medicine, or data + environment, I am willing to learn across both fields.

Question 56 of 60

S056 · Using AI While Keeping Judgment

When using AI tools, even if an answer sounds smooth, I am willing to check the sources, logic, and possible mistakes instead of trusting it directly.

Question 57 of 60

S057 · Communication and Explanation

If I produce a complex science, engineering, or data result, I am willing to explain it to people outside the field and adjust based on their reactions.

Question 58 of 60

S058 · Independent or Collaborative Work

Which learning mode fits you best?

Question 59 of 60

S059 · What to Do When Unsure About a Major

If you like CS, AI, engineering, and medicine, how would you test your direction next?

Question 60 of 60

S060 · Final Trade-Off

If you could prioritize one ability for the next 10 years, which would you choose?