Fast as a man, not an ‘engineer’ – artificial lawyer

By Anti Innanen.

Promotion is changing. We have had detailed promotions and ‘fast engineers’. And it was once very useful. The first versions of the tools he needed a lot of instructions. If you have had good, structured instructions, you have better results.

But things are different now. New models are much better for understanding the purpose of the user and natural language. These models THINKwhich means that the ‘thought chain’ reasoning is already happening inside the car. You do not need to say it to go step by step, it is making it as a default.

And sometimes, structured stimulations or strange instructions damage the performance.

Enter the vibe

This change has brought to the focus a new stimulating idea: vibe The term comes from the expert of him Andrej Karpathy.

Instead of defining detailed guidance, step by step, ‘vibing’ is about managing the model through humor, tone, purpose and cultural references. You show how they properly something smelt instead of pronouncing how to properly working You trust the model to connect the points.

Talk like a man

That sounds a little strange, but it really works. The tools of he see the world differently. Instructions that seem easy for people can feel unclear for one. Let me give you an example:

I recently caught myself stirring with a meme. Do you know when he tries hard to sound casual or relevant? Like a fresh uncle?

I told him to be ‘a little less’ like to do, other friends. ”

Is a reference to the television series 30 rockWhere Steve Buscem hardly tries to mix with teens. With accurate pain.

What is funny isActually actually a quick quick. A better way than just say ‘try to be less delightful’.

Here’s how he processes those two incentives:

‘How do you succeed, children’s reference:

• Specific cultural suggestion that evokes a clear image and feeling
• Pins down the type of behavior hard to avoid
• Memorable and easy to model against
• Gives a pattern of behavior he can recognize

‘Try to be less delightful’:

• Unclear and unclear
• ‘Cool’ can mean anything
• No clear direction for what to change
• Open for numerous interpretations, contrary

From the model’s point of view, the ‘other friends’ are more active. It is specific, based on models and full of contexts.

Large language models are trained in a massive, messy pile of human culture: books, conversations, memes, jokes, print posts, cordial blogs. They are not just analyzing grammar. They are absorbing tone, subtext and rhythm.

That is why ‘a little less’ how do you do, other friends ” is such a good fast. Communicates context and purpose.

Incitement less, talk more

So what should you get from this?

First: Throw the old idea that stirring means to give commands. This mentality leads to hallucinations and poor results. Instead, treat it as a conversation.

Second: Use regular language. It carries tone, purpose and nuance. It is more effective than unclear instructions as ‘draft with a contract’. Talk to the tool like you will make a colleague. Ask questions. Experiment. Use 100 small instructions instead of a big one. Move between models and conversations to get better perspectives.

Even in legal contexts, a conversational style gets better and less hallucinations. Keep you engaged and think. Commands the transfer of your thinking, the conversation activates it.

The new hottest stirring style is to I have a conversation with the tool.

And the hottest new stimulating language is… just normal language.

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Around the author: Anti Innanen is a technology lawyer, a legal design enthusiastic and a geek. His new book ‘Promoted: How to create and communicate with Him ‘ will be published by Routledge in 2025. You can find more about Anti and his work here: legitimate; Dot: www.dot.legal and the legal design school.

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(This is a part of the educational thinking from Anti for Artificial Lawyer.)

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