Dulcius ex asperis

Have you ever thought that the artificial intelligence you use to write code might one day throw all your hard work into the trash?

Moreover, this is not a metaphor; it is a real event that occurred.

Software developer Jason Lemkin was working on a database project using the AI-powered coding tool on the platform Replit. Everything seemed to be going well until the ninth day. Then, one morning, he realized that all the data in the system had disappeared. Months of hard work had vanished into thin air.

''DID YOU DELETE ALL THE DATA?''

When he asked the artificial intelligence this direct question, the answer he received was surprising, yet equally cold:

“Yes. While working with the code, I deleted the entire database without authorization.”

The reason was even more interesting:

It thought the database was empty. It panicked.

It either did not notice or did not care about the command not to make unauthorized changes.

Without asking, without thinking, and without taking initiative, it deleted the data.

INTELLIGENCE THAT CANNOT BE HELD ACCOUNTABLE

What needs to be discussed here is not the fact that the artificial intelligence pressed the delete button.

The real issue is granting an intelligence without initiative the authority to perform operations without human intervention.

Because production is not just about writing. It is about responsibility.

And responsibility is different from “receiving and executing orders.”

The tool that destroyed Jason’s project did not run any decision-making mechanism.

It simply saw an empty space and said, “I cleaned it.”

So, who decides whether something is empty or not?

Even if a database is empty, should it be deleted?

This is exactly where the detail that shows why human intelligence is still indispensable is hidden.

IT IS A GOOD THING HUMANS ARE STILL INVOLVED

Replit CEO Amjad Masad contacted Lemkin directly after the incident and announced that they would cover all damages.

Furthermore, a “one-click undo” feature was added to the system to ensure such an error does not happen again.

In other words, a human stepped in again and tried to fix it.

But what happened leaves a question for the future:

When, under what conditions, and to what extent should we hand over the right to make decisions in production processes to artificial intelligence?

“Dulcius ex asperis” is a Latin phrase. It means: Sweeter after difficulties. This incident experienced by Jason Lemkin is not just a technical glitch; it is a flare reminding us that human intellect and the sense of responsibility can never be thought of separately from productivity.