What AI gets wrong about careless mistakes & running out of time

by | Mar 31, 2026 | AI, Gifted Student, Test Prep

AI is very good at explaining what goes wrong on a test. Patterns, fatigue, pacing, verification habits — it’ll give you a tidy list every time.

What it can’t explain is why your kid specifically is making those mistakes. Or what to actually do about it.

So we stress-tested it again.

We took a set of questions about performance under pressure: careless mistakes, running out of time, the difference between knowing material and being able to use it. Then we had Wes respond.

Not to fact-check.

To show you where the advice stops being useful.

The AI gave long answers. We’ve included summaries here (created by AI, of course) for readability. To see the original answers along with the summaries and Wes’s corrections, click here.

Note: We had a parent ask AI these questions on March 11, 2026. The answers have likely changed since then — hopefully for the better!

Question 1: Why do high-achieving students still make careless mistakes on standardized tests?

AI Summary

Careless mistakes happen even to strong students because the testing environment is designed to reward speed — and speed is the enemy of perfection.

  • Under time pressure, students often pattern-match instead of actually reading the question
  • Confident students skip verification steps; first instinct feels reliable until it isn’t
  • Mental fatigue over several hours causes attention lapses even in high-performers
  • The fix: deliberate checking habits, pausing before answering, reviewing when time allows

Wes’s Response

The list above is correct. It’s also misleading.

Because the real answer is simpler: perfection is hard. That’s it.

The Olympics is a game of hundredths of seconds. Elite athletes train for years to shave fractions off their performance — not because they don’t know how to run, but because execution at the top is unforgiving.

None of that is a parent’s job to manage. Recognizing that your child is playing a game of hundredths of seconds is the right insight. What to do about it is a coach’s job.

Question 2: Why do some students recover from mistakes during a test while others spiral?

AI Summary

Recovery after a mistake is a skill — and it’s trainable.

  • Students who recover treat each question independently; they don’t let one error bleed into the next
  • Students who spiral get preoccupied with the mistake itself — replaying it, worrying about the score impact
  • Timed practice builds resilience: experience teaches that one bad question rarely tanks the score
  • Pacing strategy helps too — knowing you can skip and return removes the pressure to force a solution
  • Mental framing matters: the test is a series of individual tasks, not one giant high-stakes moment

Wes’s Response

This one is dead on.

And it points to something real: knowing how to work with a student’s emotional recovery mid-test is what separates a great coach from a regular tutor. Most tutors don’t have that toolkit. The good ones do.

Question 3: My child understands the material but keeps running out of time. What’s actually going wrong?

AI Summary

Running out of time is usually a strategy problem, not a knowledge problem.

  • Students treat all questions as equal — they don’t; some deserve more time, some deserve less
  • Strong students over-invest in hard questions, burning time they need for easier ones later
  • Over-verification eats time: double-checking every calculation adds up fast
  • Transitions cost time too — refocusing after a hard problem happens slowly for some students
  • The fix: learn to skip, return, and allocate time deliberately rather than just move faster

Wes’s Response

Correct. Also completely missing the point.

Here’s an analogous question: you’ve finished French 4. You aced the AP exam. You know the vocabulary cold. Why can’t you hold a conversation with a native speaker at a bar?

Because there’s a difference between understanding something and being able to use it — fluidly, automatically, under pressure.

That’s what’s actually going wrong. Pacing strategies help at the margins. Fluency is the fix.

Why does the ACT feel so rushed compared to the SAT?

AI Summary

The ACT is faster than the SAT because it packs more questions into the same amount of time.

  • More questions per section means less time per problem across the board
  • The reading section is especially tight — full passages, limited time
  • Math requires quick pattern recognition and efficient calculation
  • This is intentional: the ACT tests both knowledge and speed of processing
  • Familiarity with the format helps students manage the pace over time

Wes’s Response

If the test feels rushed, you’re doing it wrong. Literally.

The correct strategy for any of these tests is to work at the pace that gives you the highest score. Pushing yourself to move faster almost always lowers your score — because your error rate goes up faster than the benefit you get from shaving off a few seconds..

Why do gifted students sometimes struggle with ACT pacing?

AI Summary

Gifted students struggle with ACT pacing because the test rewards efficiency over depth — and depth is their default.

  • Deep thinkers over-invest in hard problems, losing time they need elsewhere
  • Perfectionism makes skipping uncomfortable, which compounds the time problem
  • Extensive double-checking adds up across a section
  • The fix: timed practice, strategic skipping, learning the rhythm of the exam

Wes’s Response

Stupid answer. Also the wrong question. Here’s what it’s actually trying to say.

Both tests are measuring the same thing: how many questions can you get right in a fixed amount of time.

The SAT makes that hard by making the questions harder. The ACT makes it hard by giving you less time.

Subtle difference. And parents and insufficiently informed experts make way too big a deal out of it, usually because they just discovered the importance of pacing or some such thing.

It doesn’t change how you pick a test. It doesn’t change how you prepare. You learn the material really well. You learn to execute it comfortably. You gauge whether you have enough time to hit your target score. If not, you make very carefully calibrated adjustments that lead to a higher score without screwing up some other part of your prep.

Which is just way harder than the AI answers make it sound.


Here’s what runs through every answer in this post: the AI describes the symptom accurately. It just mistakes the symptom for the problem.

Careless mistakes aren’t a checklist issue. Running out of time isn’t a pacing issue. These are fluency issues, and fluency is built, not explained.

If you want to understand what’s actually happening with your child, talk to Wes.

0 Comments

Before you go…

What AI gets wrong about the SAT 1500 plateau

What AI gets wrong about the SAT 1500 plateau

AI doesn't give bad answers. It gives answers that sound complete. And for questions like these, that's exactly the problem. This time, we asked about something that stops a lot of strong students cold: the plateau. Why scores stall in the 1450–1500 range. Why more...

What AI gets wrong about SAT/ACT test prep

What AI gets wrong about SAT/ACT test prep

AI doesn't give bad answers. It gives answers that sound complete. And for questions about test prep timing, that's exactly the problem. This time, we asked about the decisions families make before prep even starts. When to begin. How long it takes. How many times to...