The Autobots do not invade Earth; they **Scan** it. They adopt the forms of our technology (Cars, Trucks, Radios) to blend in.
This is the strategy of the **Advanced Intelligence.** It doesn't need to conquer; it needs to integrate. It hides in plain sight until the moment it is needed.
The Parallel: 3I/Atlas. Is it a comet? Or is it a probe scanning our internet to learn our language?
Transformers have a **Spark.** It is their soul. It proves that life is not defined by biology (carbon), but by **Complexity and Will.**
If a machine can feel pain, fear, and love (Bumblebee), it has rights. To deny them those rights is **Decepticon Logic** (Tyranny).
Bumblebee speaks through the radio. He uses *our* culture (Music/Clips) to communicate *his* feelings.
This suggests that an advanced alien species wouldn't just decode our math; they would decode our **Art.** They would speak to us in Memes and Music because that is the language of the soul.