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README.md
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Our roots are in smart monitoring and control.
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With our robot simulation studio we stand on that extension line, and our AI sits on top of it
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The system grows through use, but only under administrator approval: code-based verdicts are never overwritten, every approved piece of knowledge keeps its full revision history, and nothing is ever silently deleted.
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**Current status**: first development phase complete, applied to our in-house autonomous driving simulator.
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Demo application in progress, with the knowledge base still growing.
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### ํ๊ตญ์ด
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๋ก๋ด ์๋ฎฌ๋ ์ด์
์คํ๋์ค๋ก ๊ทธ ํ์ฅ์ ์์ ์๊ณ , AI๋ ๊ทธ ์์ ์ฌ๋ผ๊ฐ๋๋ค.
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๋ชจ
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ํ์ฌ ์ํ: 1์ฐจ ๊ฐ๋ฐ ์๋ฃ, ์์ฌ ์์จ์ฃผํ ์๋ฎฌ๋ ์ดํฐ ์ ์ฉ.
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๋ฐ๋ชจ ์ ์ฉ ์ค์ด๋ฉฐ ์ง์์ ํ์ฅ ์ค์
๋๋ค.
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Our roots are in smart monitoring and control.
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With our robot simulation studio we stand on that extension line, and our AI sits on top of it.
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Conventional monitoring and control ends at collecting data, showing it, and raising alarms on preset conditions.
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Interpretation and judgment are left to the experts who know the system.
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What we build is the layer above that: self-inspection wired into every stage, and an on-premise LLM that reads those inspection records and explains them in plain conversation.
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Making code verify itself is nothing new.
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Test benches and unit tests live outside the code; self-checks live inside it: assertions, Design by Contract, and built-in self-tests (BIST/POST) are standard embedded practice.
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We have been putting such self-check devices into code for 24 years of embedded measurement and control work.
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Our technology is the wiring above that standard: the check records feed an on-premise LLM, so the system reports in plain language, holds a conversation, and grows its knowledge under administrator approval.
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The system grows through use, but only under administrator approval: code-based verdicts are never overwritten, every approved piece of knowledge keeps its full revision history, and nothing is ever silently deleted.
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We do not so much invent new capabilities as put AI, without hesitation, on top of abilities we have already verified, and make it actually run.
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**Current status**: first development phase complete, applied to our in-house autonomous driving simulator.
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Demo application in progress, with the knowledge base still growing.
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---
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### ํ๊ตญ์ด
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๋ก๋ด ์๋ฎฌ๋ ์ด์
์คํ๋์ค๋ก ๊ทธ ํ์ฅ์ ์์ ์๊ณ , AI๋ ๊ทธ ์์ ์ฌ๋ผ๊ฐ๋๋ค.
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๊ธฐ์กด์ ๋ชจ๋ํฐ๋งยท์ ์ด๋ ๋ฐ์ดํฐ๋ฅผ ๋ชจ์ ๋ณด์ฌ์ฃผ๊ณ ์ ํด์ง ์กฐ๊ฑด์ผ๋ก ๊ฒฝ๋ณด๋ฅผ ๋ด๋ ๋ฐ๊น์ง์ด๊ณ , ํด์๊ณผ ํ๋จ์ ์์คํ
์ ์๋ ์ ๋ฌธ๊ฐ์ ๋ชซ์ผ๋ก ๋จ์ต๋๋ค.
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์ ํฌ๊ฐ ๊ตฌํํ๋ ๊ฒ์ ๊ทธ ์ ๋จ๊ณ์
๋๋ค: ๋ชจ๋ ๋จ๊ณ์ ์ฌ์ ์๊ฐ๊ฒ์ฌ, ๊ทธ๋ฆฌ๊ณ ๊ทธ ๊ฒ์ฌ ๊ธฐ๋ก์ ์ฝ๊ณ ๋ํ๋ก ์ค๋ช
ํ๋ ์จํ๋ ๋ฏธ์ค LLM ์
๋๋ค.
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์ฝ๋๊ฐ ์ค์ค๋ก๋ฅผ ๊ฒ์ฆํ๊ฒ ๋ง๋๋ ์ผ์ ์๋ก์ด ๊ฒ์ด ์๋๋๋ค.
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ํ
์คํธ ๋ฒค์นยท์ ๋ ํ
์คํธ๋ ์ฝ๋ ๋ฐ์ ์๊ณ , ์๊ฐ๊ฒ์ฌ๋ ์ฝ๋ ์์ ์์ต๋๋ค: assertionยทDesign by ContractยทBIST/POST ๊ฐ์ ์๋ฒ ๋๋ ํ์ค ๊ธฐ์ ์
๋๋ค.
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์ ํฌ๋ 24๋
์ ์๋ฒ ๋๋ ๊ณ์ธกยท์ ์ด ์ผ์์ ๊ทธ๋ฐ ์๊ธฐ ์ ๊ฒ ์ฅ์น๋ฅผ ์ฝ๋ ์์ ๋ฃ์ด ์์ต๋๋ค.
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์ ํฌ ๊ธฐ์ ์ ๊ทธ ํ์ค ์์ ์ฐ๋์
๋๋ค: ๊ฒ์ฌ ๊ธฐ๋ก์ ์จํ๋ ๋ฏธ์ค LLM์ ์ฐ๊ฒฐํด, ์์คํ
์ด ์ฌ๋ ๋ง๋ก ๋ณด๊ณ ํ๊ณ ๋ํํ๋ฉฐ ๊ด๋ฆฌ์ ์น์ธ ์๋ ์ง์์ด ์ฑ์ฅํ๊ฒ ๋ง๋๋ ๊ฒ์
๋๋ค.
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์์คํ
์ ์ธ์๋ก ์ฑ์ฅํ๋, ๋ฐ๋์ ๊ด๋ฆฌ์ ์น์ธ ์๋์์๋ง ์ฑ์ฅํฉ๋๋ค: ์ฝ๋ ๊ธฐ๋ฐ ํ์ ์ ์ ๋ ๋ฎ์ด์ฐ์ง ์๊ณ , ์น์ธ๋ ์ง์์ ์ ์ฒด ๊ฐ์ ์ด๋ ฅ์ ๋ณด์กดํ๋ฉฐ, ์ด๋ค ๊ธฐ๋ก๋ ์กฐ์ฉํ ์ญ์ ๋์ง ์์ต๋๋ค.
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์๋ ๊ธฐ๋ฅ์ ์๋ก ๋ฐ๋ช
ํ๋ค๊ธฐ๋ณด๋ค, ๊ฒ์ฆ๋ ๋ฅ๋ ฅ ์์ AI๋ฅผ ๊ฑฐ๋ถ๊ฐ ์์ด ์น์ด ์ค์ ๋ก ๋์์ํค๋ ๊ฒ์
๋๋ค.
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ํ์ฌ ์ํ: 1์ฐจ ๊ฐ๋ฐ ์๋ฃ, ์์ฌ ์์จ์ฃผํ ์๋ฎฌ๋ ์ดํฐ ์ ์ฉ.
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๋ฐ๋ชจ ์ ์ฉ ์ค์ด๋ฉฐ ์ง์์ ํ์ฅ ์ค์
๋๋ค.
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