The conclusion of this article
Keeping your own logs in AI can be a very effective form of career education.
Record the things that feel wrong at work, what you are good at, environments you struggle in, situations that were exhausting, and situations that went well.
Then ask AI to organize them.
That can make it easier to see your strengths, weaknesses, suitable jobs, workplaces you should avoid, hardship that is worth enduring, and hardship you would be better off escaping.
There is one important caution, however.
AI has biases, and so do you.
That is why it helps to ask AI something like this:
Please look at this in a balanced way.
Do not lean too heavily toward my own opinion; show me the other side as well.
If my perception seems biased, point that out and correct for it.
Do not jump to extreme conclusions; separate the situation into realistic options.
If you make AI too much of an ally, it can turn into nothing more than a validation machine.
But if you use it carefully, it can become a third source of career advice that is aligned with neither your employer nor a career service.
Why are AI logs useful?
Many people do not keep a record of what kinds of work suit them and what kinds do not.
Things they hated and things that went well simply pass by in the moment.
Then, when the time comes to change jobs or choose a path, they get stuck at vague impressions such as:
- something about this does not fit me
- I just feel exhausted
- I just feel like quitting
- I just have a feeling this kind of work suits me
If you keep daily logs, though, your own patterns become visible.
For example:
- when you get tired
- what kind of work lets you concentrate
- what kind of manager wears you down
- what kinds of roles bring out your strengths
- what kinds of environments make you want to escape
- what results you were able to produce
- what kinds of hardship eventually paid off
- what kinds of hardship were nothing but depletion
These observations accumulate.
AI is good at organizing this kind of log.
What should you record in AI?
The following kinds of logs are useful to keep.
Work logs
- what you worked on today
- what went well
- what was difficult
- what consumed your time
- which interactions left you tired
- what was left undefined
- what kinds of instructions were hard to understand
- what you improved
- situations where your strengths showed up
Emotion logs
- what made you angry
- what made you anxious
- what you disliked
- what made you feel secure
- what was enjoyable
- what you feel you could keep doing
Career logs
- jobs you applied for
- jobs that caught your attention
- job postings that felt off
- questions you were asked in interviews
- kinds of work that attracted you
- conditions you want to avoid
- conditions such as pay, work style, autonomy, and whether remote work is available
Life logs
- how you want to live
- what you do not want to carry
- what kind of people you want to be around
- what kinds of hardship you are willing to accept
- what kinds of hardship you want to avoid
- what systems you want to keep running even without you
A prompt to use with AI
When you use AI, do not ask only to be comforted. Ask it to organize the situation.
For example:
Based on the logs below, organize my strengths, environments I struggle in, jobs that may suit me, and ways of working I would be better off avoiding.
However, please look at the situation in a balanced way rather than leaning too heavily toward my own opinion.
If my perception may be biased, if I may be seeing myself as a victim more than the facts support, or if I may be tolerating too much, point that out.
Do not jump to an extreme conclusion. Separate the options into realistic choices such as staying, improving the situation, consulting someone, changing jobs, or taking a break.
This is important.
AI can sometimes sympathize too strongly with the user.
If you use it while you are angry, AI may become angry alongside you.
That feels good.
But it can also be dangerous for decision-making.
So start by asking it to take a balanced view.
AI can also be used to correct your own perception
AI can also serve as a counterpart for checking and correcting your own cognitive bias.
For example, you can ask:
Right now I see this workplace very negatively.
However, my own perception may be biased.
Please look at the situation in a balanced way and separate: points where the company may have reasonable circumstances, points I could improve myself, and points that still appear to be problems in the environment.
Or:
I am very attracted to this job posting.
However, I may be seeing only the good side.
Please separate the appeal of the job, the risks, questions I should confirm, and warning signs that would suggest I should avoid it.
Used this way, AI becomes not just a source of sympathy but a tool for correcting your thinking.
AI logs belong neither to the company nor to career services
A company tends to provide education that is convenient for the company.
Career services tend to provide education that moves people toward changing jobs.
Neither is necessarily bad.
But neither is fully neutral.
An AI log can become a third viewpoint between them.
Based on your own logs, you can organize questions such as:
- whether you should stay in your current workplace
- what you should improve
- what conditions should matter if you change jobs
- what industries or occupations may suit you
- what kinds of job postings you should avoid
- what wears you down
- what kinds of hardship are likely to pay off
Of course, AI is not all-powerful.
Facts still need to be checked.
For information about labor law, public systems, job postings, or health, it is better to verify the details with official sources or professionals as well.
But as a tool for day-to-day self-understanding, an AI log can be very powerful.
What should you not leave entirely to AI?
AI is useful, but you should not hand everything over to it.
Be especially careful with:
- final judgments about labor law
- diagnosis of medical or mental-health conditions
- the final decision to resign or change jobs
- legal interpretation of contracts
- strongly confrontational messages to your employer
- snap decisions made while emotions are intense
AI is a tool for organizing the material you need to think.
Final decisions should combine your own circumstances with professional advice, people you trust, and official information.
A recommended way to use AI logs
A practical routine can look like this.
1. Leave short notes about daily friction
They do not need to be long.
- what was difficult today
- what felt off
- what went well
- where your strengths appeared
- people or situations that drained you
That alone is enough.
2. Have AI summarize them 1 time per week
Based on this week’s logs, separate the causes of what drained me, situations where my strengths appeared, things I can improve, and problems that seem to come from the environment.
3. Turn them into career criteria 1 time per month
Based on the logs from the past 1 month, organize the work conditions that suit me, workplace conditions I should avoid, and the next actions I should try.
4. Ask for the opposing view before an important decision
I am considering making this decision.
Separate the reasons in favor, the reasons against it, the points I have not checked enough, and the points where I may be deciding emotionally.
Summary
Keeping your own logs in AI can be a very useful form of modern career education.
It is especially helpful for organizing things that neither school nor your employer necessarily teaches you: your strengths, environments you dislike, hardship that pays off, and hardship you should escape from.
However, both AI and you have biases.
That is why it helps to ask AI:
Please look at this in a balanced way.
Do not lean too heavily toward my side; show the other side too.
If my perception is biased, point that out and correct for it.
Do not jump to extreme conclusions; separate the situation into realistic options.
AI is not only a tool for receiving comfort.
It can also be a tool for observing your life, organizing it, correcting your course, and choosing again.
Do not get swallowed by the company.
Do not get swept along by the job-change business either.
Use your own logs to choose your own life.
I think using AI that way is a very modern form of self-defense.
