A friend recently ranted about Amazon's customer help chatbot driving them absolutely up the wall. Same dead-end prompts. Same circular loops. No way out. Their conclusion? "This AI is deceptive."
I get the frustration completely. But here's the thing — that wasn't AI. Not even close.
I ran the description past Grok, and the diagnosis came back quickly: a broken rule engine. A glorified flowchart. The digital equivalent of a phone menu from 2004, just dressed up in a chat window.
🤖 So what's the actual difference?
❌ A Rule Engine is a script. A developer sat down, wrote a bunch of IF-THEN rules, and walked away. "If customer says refund → show menu A. If they pick option 2 → ask for order number. If order not found → show error." The moment your situation doesn't fit one of those pre-written branches, it either loops you or hits a wall. It doesn't understand you. It just tries to match your words against its rulebook — and fails silently when it can't.
✅ Real AI — the kind worth calling AI — actually learns. It holds context across a conversation. It can handle questions it's never seen before. It infers what you probably mean even when your words are imperfect. When it fails, it fails differently: it might give you a confident but wrong answer. But it won't trap you in a loop because you used a word that wasn't in its script.
📌 Quick way to tell which one you're dealing with:
— It ignores details you already gave? Rule engine.
The frustrating truth is that companies love calling their chatbots "AI-powered" because it sounds impressive and costs nothing to claim. There's no obligation behind the label. So a decision tree from 2018, never updated, full of broken branches, gets marketed as cutting-edge artificial intelligence.
It isn't. It's automation. Useful for narrow, predictable tasks. Completely useless the moment real life steps outside the script.
When that Amazon bot frustrated my friend, it wasn't being deceptive by design — it was just broken by neglect. Nobody had gone in to fix the rules it couldn't handle. No learning happened. No one was minding the script.
The more we start telling the difference, the harder it becomes for companies to hide a flowchart behind a fancy name.
Share this if you've ever been trapped in one of those loops. Chances are, it wasn't AI either. 👇
Deepak Kumar Vasudevan