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Corey Knowles

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The Neuron: AI Explained
How to use AI: Prompts vs. Projects vs. Agents

But, you know, when you really want to maximize the quality of what you're getting, when you really want to maximize the amount of compute that's being spent on solving your problem versus deciphering your words...

The Neuron: AI Explained
How to use AI: Prompts vs. Projects vs. Agents

Because that's a thing, you know, that we should all know about.

The Neuron: AI Explained
How to use AI: Prompts vs. Projects vs. Agents

You know, you want to get into structured prompts and these will use, they might use bullet points or numbered lists.

The Neuron: AI Explained
How to use AI: Prompts vs. Projects vs. Agents

You might use headings for multi-part questions if need be.

The Neuron: AI Explained
How to use AI: Prompts vs. Projects vs. Agents

Essentially what you're doing is looking to cut back on the ambiguous nature of your words and put them into a clear,

The Neuron: AI Explained
How to use AI: Prompts vs. Projects vs. Agents

clear format that the model can read and know exactly what you want at a glance versus having to translate Cori E's as it sometimes is left to do.

The Neuron: AI Explained
How to use AI: Prompts vs. Projects vs. Agents

And so, you know, some of these, you know, you'll see a lot of this in

The Neuron: AI Explained
How to use AI: Prompts vs. Projects vs. Agents

You'll see a lot of this in the work engineers do, building out agents and stuff.

The Neuron: AI Explained
How to use AI: Prompts vs. Projects vs. Agents

Like, you know, typically their prompts, you'll see them.

The Neuron: AI Explained
How to use AI: Prompts vs. Projects vs. Agents

They love writing them in XML, for example, which is not something you have to do.

The Neuron: AI Explained
How to use AI: Prompts vs. Projects vs. Agents

Or markdown, yeah.

The Neuron: AI Explained
How to use AI: Prompts vs. Projects vs. Agents

But people have shown good results from that.

The Neuron: AI Explained
How to use AI: Prompts vs. Projects vs. Agents

For me, it's more about labeling things within the prompts.

The Neuron: AI Explained
How to use AI: Prompts vs. Projects vs. Agents

I'll be like, we're going to work through this problem together.

The Neuron: AI Explained
How to use AI: Prompts vs. Projects vs. Agents

I've got some examples.

The Neuron: AI Explained
How to use AI: Prompts vs. Projects vs. Agents

I've got these things below that you can go through.

The Neuron: AI Explained
How to use AI: Prompts vs. Projects vs. Agents

And then I'll go down and I'll type in all caps with a colon, the example, paste the example, the questions, type the questions, the document, the document, and I'll stick it right there, just in a way that more than anything, it's about clear labeling of what you need, what you have for it, making sure you've provided ample context and a good structure, I would say.

The Neuron: AI Explained
How to use AI: Prompts vs. Projects vs. Agents

Hey, listeners, it's Corey.

The Neuron: AI Explained
How to use AI: Prompts vs. Projects vs. Agents

Quick question.

The Neuron: AI Explained
How to use AI: Prompts vs. Projects vs. Agents

When was the last time your AI app surprised you with a hallucination, policy violation, or just plain weird output?