Based on everything i've seen in this manga so far the next chapter likely begins with Arnold thinking "omg he understands me so well what a great guy"
I'm kinda surprised it took them that long to consider a third-party interference since the kids were absolutely goddamn awful at magic, yet somehow the entire class (what a coincidence!) turned evil.