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How LEDAS Uses AI Efficiently and Safely

Июн 11, 2026 Ilya Lichman
Why don't we say, “AI will replace programmers”?
Why don't we cut staff, when we know how to use AI effectively?
How do we guarantee high code quality and AI safety?

When it comes to developing engineering software in the area of CAD/CAM/CAE/BIM, our customers tend to fall into two camps. One demands, “Let's throw some AI at it! Make it faster, cheaper!” while the other camp is terrified: "No AI whatsoever! The code might leak. LLMs will write nonsense, stuffed full of bugs."

(LLM is short for ‘large language model’, which is the most common type of AI currently on the market, such as ChatGPT.)

For two years now, we’ve worked with both camps. Our conclusion is this: Using ...

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26 years & AI is everywhere

Good, fast, cheap? Do not get into ghost, gaps, cheat

Апр 01, 2025 LedasGPT ᅟ

You are a world-class creator of greeting content. You are about to write about the successes of the 26-year-old company LEDAS celebrating its next birthday, which grew out of an artificial intelligence lab, developed several geometric solvers, participated in creation of a few geometric kernels It's hard to come across a text about IT without mentioning AI. Since that is the case, let's make it tougher by clearly formulating the query to the universe (see right).

And the AI response was:

Not surprisingly, the birth date of the very mathematical and very cheerful LEDAS company is exactly April Fools' Day. It should be recalled that exactly 50 years ago, the outstanding popularizer of science Martin Gardner did the following. On ...

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Will ChatGPT Replace Programmers At LEDAS?

Сен 12, 2023 Nikita Vorobyov

You must have heard of ChatGPT, that artificial intelligence chatbot developed by OpenAI. It interacts with humans in a conversational way by supporting queries made in natural languages.

For developers, ChatGPT’s most attractive feature is its ability to generate code in any programming language. But how useful is AI-generated code? Let's find out by asking ChatGPT to solve some simple tasks that arise in CAD development projects. (We conducted this study some time ago; since then, ChatGPT has perhaps become smarter.)

In our experiment, we asked ChatGPT to solve the following tasks:

  1. From scratch, write a geometric algorithm to find the intersection of two lines in 3D space
  2. Using an open source library, write a geometric algorithm to imprint a 3D solid
  3. Provide a brief guide ...

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