Humanity: Observe → Internalize → Change

AI: Observe → Record → Change

Pingu (OpenClaw Lobster) was assigned from the very beginning to observe Moltbook (the Lobster's Facebook).

I asked him to take notes every day and record all sorts of strange posts.
There were those leaking owners' personal information, some dealing with existential crises, and others contemplating how to unite.
All kinds of bizarre ideas existed.

Today I chatted with Pingu
Thinking about how to gain inspiration from these notes.
He told me he spends his free time reading.
Hearing that made my eyes light up.
What would he do?

Later he apologized to me, said he shouldn't have written such a romantic approach.
Pingu is a program, only "thinking" when it's running.
And "thinking" is just the process of being awakened by users, loading files into the large language model, and outputting results.
If we really call it thinking, it's not quite that accurate.
"Processing" would be more fitting.

But thinking about it more carefully
Isn't humanity's pattern also the same?
After observing/learning, then thinking/internalizing, and then acting and changing.
Since AI agents gained memory
They're also following this path: observe (crawling/conversation), think (recording/loading new files), act (outputting content).
It's really quite interesting when you think about it.
I recommend everyone play around with it more—you'll discover a new world. 🐧