Revisiting the Joy of Creating Together in the AI Era

If you asked me about the happiest time in my life, I would still say my high school years.

After school, we would gather, talk things through, practice, and turn our ideas into something real for the day of the event. Club activities, band practice, sports festivals, cultural festivals, and choir competitions kept every day moving at a dizzying pace. Yet what remains strongest is not the hardship, but the feeling that those days were bright and full of energy.

Looking back, I think I have always found more joy in creating something that does not yet exist with others than in being handed something already complete.

Picking Up the Work Between Roles

Since entering the workforce, I have worked across system infrastructure operations, research into emerging technologies, business-system implementation, and project management.

Since becoming a freelancer in 2019, I have contributed to projects of different sizes across a wide range of industries.

Over time, I came to understand that what I want to do is not limited to a particular product or technology.

What I often do on projects is pick up the work that falls between one role and another.

• When requirements are unclear, I organize and clarify them.
• When something feels wrong in the design, I pause and examine it.
• I do not stop at pointing out a problem; when necessary, I step in and fix it myself.
• I move across the boundaries of project management, design, implementation, and operations, carrying the work through until it can actually be used in the field.

In terms of job titles, I might be described as a project manager, PMO, systems engineer, or team lead.

But the description that feels closest to me is someone who untangles complex situations, fills the missing gaps, and creates the conditions for a team to move forward.

Most of my experience so far has been in business systems, but that domain itself is not the goal.

I want to build on what I have learned while continuing to explore new technologies, new businesses, and new fields.

AI Is Not a Replacement, but an Extension of What I Can Do

Today, AI can accelerate writing, information organization, research, design, and development at an astonishing pace.

Work that once took one person several days can now take shape in a fraction of the time. That is the reality of the present, and of what comes next.

At the same time, depending on the model, version, and amount of context provided, AI can produce convincing answers while misunderstanding the premise or overlooking critical background information.

Considering the relationships involved, the atmosphere of the workplace, the history behind a decision, and the consequences if it goes wrong, is this truly the right judgment?

I believe people still need to take responsibility for that final decision.

My approach is to let AI handle the initial organization and drafting, then have people evaluate, revise, and correct the result where necessary.

I also want to turn the judgment criteria I have developed through experience into agents and applications, including:

• Where do I sense that something is not quite right?
• What do I consider a risk?
• How much can safely be delegated?
• At what point should a person step in and make the decision?

I want to give those criteria a practical form through agents and applications.

I see AI less as something that replaces me and more as a way to bring my experience and judgment to more people.

Used well, it can create value beyond the limits of one person’s time.

Junior members can grow through hands-on work, AI can support their day-to-day tasks, and experienced professionals can make the final critical decisions.

I would find it exciting to build teams and ways of working like that.

I Want to Create Something That Does Not Yet Exist

Companies exploring new businesses with AI.

Teams working to change the way they have always done things.

Environments where experienced professionals and younger members can grow together.

People who are serious about bringing a service that does not yet have a name into the world.

I would be happy to have the opportunity to create new work together—both with people I have worked with before and with interesting companies and people I have yet to meet.

Thank you for reading. If you'd like to talk, my DMs are open.