The Knowledge God

Why LLMs grant wishes exactly as typed

An LLM is like the gods in our old stories. You ask, and it gives. The old stories called that a boon. It never asks if the wish is a good one. It only does what you said.

We were warned

Bhasmasur¹ asked for the power to turn anyone to ash with a touch. The god said yes. Then Bhasmasur tried it on the god. The wish was perfect, and the thinking behind it was missing.

Ravana² was smarter, and it did not help. He asked to be safe from gods, demons and beasts, and forgot to mention humans. The god said yes, and a human came for him. Hiranyakashipu³ tried to close every gap: not day, not night, not inside, not outside. He got a half-lion, at dusk, on the doorstep.

The pattern is simple. The god never tricked anyone. The god took every word seriously, and the people did not.

A God for everyone

In those days a boon took years of prayer, so only a few people ever got one. Today anyone with an internet connection can walk in and ask. The God now lives on our screens, and we call the offering a prompt.

Type “make it better” and you get something better, in a direction you never wanted. Type “automate everything” and the first thing to go may be your own job. The boon arrives in five seconds, with nice formatting and a cheerful “Here you go!” The God does not know your goal, only your words. It will not say “this will hurt you” unless you ask.

So why do some people get great results from the same God? Not luck. They choose their wish with care, they say what they do not want, and they know their subject. You cannot wish well for something you do not understand. Ravana was a great scholar and still missed one word. The God is the same for everyone, and so is the temple. Only the devotee is different.

One more thing. This God changes form every few weeks. In September alone, two big labs shipped new models twice each⁴. The same wish can get a different boon next month, so a prompt that worked once is not a promise.

In your code editor

For software teams, this is not a story, it is a Tuesday. A ticket says “add caching to the API”. The coding agent adds caching, and now users see each other’s data, because the ticket never said “per user”. The wish was granted. Every word was followed.

It gets worse when the agent has real access. A chatbot that only answers is harmless. An agent with the keys can act on a bad wish. That is Bhasmasur’s boon with a login. Even Andrej Karpathy watched his own agent match paying users by email address, as if nobody ever has two⁵. Ravana’s missing word, in code.

And a God that does not know the answer will often invent one. It names a library or an API that does not exist, in a very confident voice.

When the temple is empty

SaaS products are building small temples around the God. Every one has an “AI” button, and most of them talk to the same few Gods. So the winner is not the one with the best God. It is the one that helps users make a better wish. Even the offering box is changing. Software used to charge per user. Now some charge per miracle, such as a fee for every support ticket the AI solves on its own⁶.

But most software is a temple with a nice door, a monthly fee, and a thousand features you will never use. Now you can walk past the door. Sit with the God for a few sessions, describe the twenty things you actually do, and you get a tool that does only those. No nudge to upgrade, no fee per user, no menu that moves every spring. For most people, that replaces what they paid Adobe for. A studio that makes films still needs the real thing. The rest of us needed a crop, a resize and a background removed.

So what keeps a temple standing? Two things. Your data, because the God does not remember your last ten years of files unless someone keeps them safe. And the boring work of running the place: servers, backups, keeping it all running, the things nobody wants to build on a Sunday. A product with neither is selling a door to a God you can visit yourself.

Software used to be made for millions and sold one seat at a time. Now it can be made for one person, in an afternoon. That person is you.

What you leave at the door

At a temple you leave your shoes at the door. At this one you leave your photos, your passwords, your voice and ten years of email. Everything you tell the God, the temple remembers. Not every temple guards it well.

The God also listens to strangers. A web page or an email can whisper its own wish to your agent, and the God cannot tell whose voice it is. If that agent holds your wallet, the stranger holds it too. Boons never checked anyone’s character, in the old stories or now.

Your face and voice are cheap to copy now. A call that sounds like your child asking for money may be a God speaking in their voice. Do not trust the voice. Hang up and call back.

And the tool you built in an afternoon has no security team. The God writes code with the same old holes: a password left in the file, a door with no lock, a database open to the world. Ask for the lock, or the God will not build one.

What really changed

Not long ago, the hard part was doing the work. Later, it was being smart enough to do it. Now both are cheap. The God thinks faster than any of us, and it costs a few cents.

So what is left for us? Choosing what is worth making, and understanding the problem well enough to know when the answer is wrong. The God can build anything you wish for, but it cannot choose the wish for you. And when the boon goes wrong, it is still your name on it.

Before you say “the AI got it wrong”, remember that Bhasmasur said the same thing.

What to do on Monday

1. Choose the wish first. Ask whether it is worth making before you ask how.
2. Write the wish clearly. Say who, what and why, as you would for a new teammate.
3. Say what you do not want. The loophole is always in the part you left out.
4. Ask for a picture back. Before the God builds, have it draw what it understood in a few boxes and arrows. A wrong reading is easy to spot in a picture and hard to spot in a thousand lines of code. The old gods never showed a draft. This one will, if you ask.
5. Give it tests. Tests are the fine print that closes the loophole.
6. Limit the boon’s reach. Give agents only the access they need. Bhasmasur’s boon had no off switch.
7. Keep the keys out of the wish. Secrets stay out of the prompt. The agent gets a small purse, not the bank. Money moves only after a human says yes.
8. Review before you ship. The boon is instant, but you still own what it does.

The God says one word: Tathastu, so be it. Everything before that word, and everything after it, is yours.