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Conclusion Fancy Steel AI (2021) represented a pragmatic blend of ML techniques and industrial engineering tailored to steelmaking realities—delivering measurable operational gains while addressing integration, safety, and data challenges intrinsic to heavy industry.

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Fancy Steel AI’s patent filings (US202113028A1) sparked debate: can an AI be listed as an inventor? The consortium chose "AI-assisted invention" – all patents assigned to human researchers, but with mandatory disclosure of the AI’s architecture. Conclusion Fancy Steel AI (2021) represented a pragmatic

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