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The Honest Comparison

Why Exogram?

Because a prompt is a suggestion. Exogram is a physical lock on the door.

Every company trying to make AI safe right now is making one of three mistakes. Here is why those approaches fail—and how Exogram solves it:

Mistake 1: Using a second AI to babysit the first AITwo Toddlers Babysitting

Some companies say: “We’ll just have a second AI model read what the first AI does.” That’s like asking an 8-year-old to babysit a 7-year-old. If a clever prompt injection or tricky wording can fool model A, it can fool model B too. Plus, you double your AI bills and add half a second of lag to every click.

➔ Exogram’s Fix: Exogram is not an AI. It is simple, unhackable code that checks rules instantly with zero lag and zero extra AI bills.

Mistake 2: Only reading logs after the disaster happenedAutopsy Tools

Most logging tools send you an email saying: “Hey! Your AI agent accidentally emptied your database 10 minutes ago!” That’s an autopsy report. Knowing *why* you got fired doesn’t bring your data back.

➔ Exogram’s Fix: Exogram steps in front of the command BEFORE it runs. If it’s dangerous, it never reaches your servers in the first place.

Mistake 3: Relying on system prompts (“Please be careful”)Wishful Thinking

Writing “You must never delete customer files” in your system prompt works 95% of the time. But in software, 95% is a catastrophe. When a customer sends a weird input, or the bot enters a strange logic loop, prompts dissolve like wet paper.

➔ Exogram’s Fix: Invariant rules. A rule like “Never spend over $100 without Richard clicking yes” is a hard mathematical wall, not a polite suggestion.

Give your agents freedom without giving up safety.