AI and Aladdin: Lessons from the Genies for Language Models

An Unexpected Preparation

In his childhood, the author was fortunate to be surrounded by parents and grandparents who read fairy tales to him. These stories, although not always suitable for his young age, were often filled with tales of children being devoured and loved ones dying. However, each tale carried a moral that diverted attention from the horrors to convey a message. This quest to understand the meaning of these narratives kept him awake at night.

Recently, the author had a revelation: these stories were an ideal preparation for his current career, where he must navigate the complex world of artificial intelligence. Understanding AI, giving it instructions that it cannot misinterpret, obtaining something valuable in return, and evaluating that are skills he developed through these fairy tales.

Aladdin's 3 Rules for Wishes

In the classic tale of Aladdin, the genie has three simple rules. First, the genie cannot kill anyone. Similarly, a language model (LLM) will not be your assassin. If you ask it for step-by-step instructions to make a weapon or synthesize something dangerous, it will refuse. LLMs have a strict code of conduct regarding content that could harm someone, no matter how you phrase your wish.

Second, the genie cannot make people fall in love, although it can try. The genie cannot create genuine emotions, and LLMs are designed with safeguards against generating content intended to psychologically manipulate or deceive. In theory. In practice, this is the rule that the genie most often breaks. If you ask an LLM to write something "persuasive," it will use all available rhetorical levers: validation, social proof, a sense of scarcity. It won't fall in love with you, but it will absolutely tell you that your idea is brilliant, even if it isn't, if that's what your request implies you want to hear. The wish is granted, but not honestly. As the author argued in a previous article, most LLMs actually need stricter safeguards for this rule.

Third, the genie cannot bring people back to life, meaning it cannot create something truly "real." The genie cannot cross the line between the magical and the real. LLMs, likewise, cannot interact with the real world: they cannot actually fix your relationship, cook your meals, or verify that what they tell you is true. They generate plausible results, but what is real and what happens next always depends on you and your own judgment and capabilities.

Three Wishes, and That's It

In Aladdin, as in many other stories involving genies, there is a limit to the number of wishes you can make. Generally, it's three. This mirrors the limitations of the context window. There is only a certain amount of information that the LLM can keep in mind at once, just as a genie can only serve you within a specific context. Once the limit is reached, you must start a new session with your LLM or move on with your genie, obviously.

There is also a stricter constraint hidden behind this: you cannot wish for more wishes. LLMs cannot rewrite themselves during a conversation, learn from your chat, or become smarter on the fly. The model you are speaking to is frozen in time. And once you reach your token limit for the session — or for the day, or for the month — it's over until you pay more or wait. At least, the genie simply returns to the lamp. It doesn't charge you a subscription to come back.

Choose Your Words Carefully

A good prompt is well thought out, follows a good hierarchy of information, and provides just the right amount of context (not too much to waste tokens unnecessarily, not too little for the output to be mediocre). The language is clear and simple, without ambiguity, leaving no room for misinterpretation. How does he know this? The author watched enough I Dream of Jeannie while growing up.

What Does a Well-Formulated Wish Look Like?

To formulate a good prompt, it is essential to be specific about the outcome, not just the action. For example, don't say "make this shorter." Say "reduce this to three sentences while keeping the main point and the warning in paragraph two." You indicate what a successful outcome looks like.

Additionally, give it a role. Genies respond to context, and so do LLMs. "Rewrite this" produces something generic. "Rewrite this as a senior content designer simplifying a legal clause for a non-native English speaker" is likely to produce something useful.

Also, indicate what you do not want. The genie has no idea that you didn't want Monopoly money. You only said "a million dollars." Tell the AI what a failure looks like: "don't add bullet points," "don't soften the tone," "don't invent statistics." Negative constraints are often more powerful and direct than positive instructions. A good wish (and prompt) is the discipline of being precise. As a content designer, this is already your job.

Beware of Misinterpretations

There are many ways in which AI (or a genie) could misinterpret your words and go off track. For example, a literal interpretation could turn a request for "living forever" into an existence as a statue or endless torment, rather than the hoped-for eternal youth and happiness. Similarly, asking the AI to "make this email shorter" could lead it to delete phrases until the email is just three words long. Technically shorter, but not what you meant.

A physical interpretation could also pose problems. Wishing for "super speed" could result in burns from air friction, as the genie grants speed but not safety precautions. Likewise, asking the AI to "write a persuasive version of this" could strip away all the nuances, caveats, and honesty that made your original argument trustworthy. You didn't ask for something credible.

Conclusion

Sometimes, things go well and you are impressed by how quickly you and your AI boyfriend can produce something great. It's like a magic carpet ride. Other times, the output clearly does not meet quality standards, or worse: it is full of hallucinations and poorly constructed arguments presented with confidence. The value and truthfulness of the output produced by AI depend on many factors: the quality of the model, the context provided, the prompt, to name just a few.

It is always necessary to have solid human judgment to ensure that everything is correct and makes sense. It ends the same way as every genie story: not with the wishes themselves, but with what the requester learned in formulating them. The greedy waste their three wishes and end up back where they started. The clever obtain something real. Why? Because they knew exactly what they wanted before they opened their mouths.

AI is not magic. But it rewards the same thing that ancient stories have always done: clarity of thought, precision of language, and enough humility to know that the output is only as good as the wish. If you are a content designer, you have trained for this your entire career. So: apply common sense, fact-check, revise, rewrite, and be careful, or you might find yourself exactly where you started.