๐—”๐˜€ ๐—ผ๐—ฟ๐—ด๐—ฎ๐—ป๐—ถ๐˜‡๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐˜€๐—ฐ๐—ฎ๐—น๐—ฒ ๐—”๐—œ ๐—ฎ๐—ฑ๐—ผ๐—ฝ๐˜๐—ถ๐—ผ๐—ป, ๐—ด๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐—ป๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—ถ๐˜€ ๐—ป๐—ผ ๐—น๐—ผ๐—ป๐—ด๐—ฒ๐—ฟ ๐—น๐—ถ๐—บ๐—ถ๐˜๐—ฒ๐—ฑ ๐˜๐—ผ ๐—ฑ๐—ฎ๐˜๐—ฎ ๐—ฎ๐—น๐—ผ๐—ป๐—ฒ. Understanding the difference between ๐——๐—ฎ๐˜๐—ฎ ๐—š๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐—ป๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—ฎ๐—ป๐—ฑ ๐—”๐—œ ๐—š๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐—ป๐—ฎ๐—ป๐—ฐ๐—ฒ is becoming essential for ๐—ฟ๐—ถ๐˜€๐—ธ ๐—บ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜, ๐—ฐ๐—ผ๐—บ๐—ฝ๐—น๐—ถ๐—ฎ๐—ป๐—ฐ๐—ฒ, ๐—ฎ๐—ป๐—ฑ ๐—ฟ๐—ฒ๐˜€๐—ฝ๐—ผ๐—ป๐˜€๐—ถ๐—ฏ๐—น๐—ฒ ๐—ถ๐—ป๐—ป๐—ผ๐˜ƒ๐—ฎ๐˜๐—ถ๐—ผ๐—ป.

๐——๐—ฎ๐˜๐—ฎ ๐—š๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐—ป๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—ณ๐—ผ๐—ฐ๐˜‚๐˜€๐—ฒ๐˜€ ๐—ผ๐—ป ๐—บ๐—ฎ๐—ป๐—ฎ๐—ด๐—ถ๐—ป๐—ด ๐—ฑ๐—ฎ๐˜๐—ฎ as an enterprise asset through quality, security, lineage, and regulatory controls.

๐—”๐—œ ๐—š๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐—ป๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—ด๐—ผ๐—ฒ๐˜€ ๐—ณ๐˜‚๐—ฟ๐˜๐—ต๐—ฒ๐—ฟ ๐—ฏ๐˜† ๐—ฎ๐—ฑ๐—ฑ๐—ฟ๐—ฒ๐˜€๐˜€๐—ถ๐—ป๐—ด ๐—บ๐—ผ๐—ฑ๐—ฒ๐—น ๐—ฟ๐—ถ๐˜€๐—ธ,, ethics, explainability, lifecycle monitoring, and emerging global AI regulations.
๐—”๐˜€ ๐—ผ๐—ฟ๐—ด๐—ฎ๐—ป๐—ถ๐˜‡๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐˜€๐—ฐ๐—ฎ๐—น๐—ฒ ๐—”๐—œ ๐—ฎ๐—ฑ๐—ผ๐—ฝ๐˜๐—ถ๐—ผ๐—ป, ๐—ด๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐—ป๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—ถ๐˜€ ๐—ป๐—ผ ๐—น๐—ผ๐—ป๐—ด๐—ฒ๐—ฟ ๐—น๐—ถ๐—บ๐—ถ๐˜๐—ฒ๐—ฑ ๐˜๐—ผ ๐—ฑ๐—ฎ๐˜๐—ฎ ๐—ฎ๐—น๐—ผ๐—ป๐—ฒ. Understanding the difference between ๐——๐—ฎ๐˜๐—ฎ ๐—š๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐—ป๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—ฎ๐—ป๐—ฑ ๐—”๐—œ ๐—š๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐—ป๐—ฎ๐—ป๐—ฐ๐—ฒ is becoming essential for ๐—ฟ๐—ถ๐˜€๐—ธ ๐—บ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜, ๐—ฐ๐—ผ๐—บ๐—ฝ๐—น๐—ถ๐—ฎ๐—ป๐—ฐ๐—ฒ, ๐—ฎ๐—ป๐—ฑ ๐—ฟ๐—ฒ๐˜€๐—ฝ๐—ผ๐—ป๐˜€๐—ถ๐—ฏ๐—น๐—ฒ ๐—ถ๐—ป๐—ป๐—ผ๐˜ƒ๐—ฎ๐˜๐—ถ๐—ผ๐—ป. ๐——๐—ฎ๐˜๐—ฎ ๐—š๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐—ป๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—ณ๐—ผ๐—ฐ๐˜‚๐˜€๐—ฒ๐˜€ ๐—ผ๐—ป ๐—บ๐—ฎ๐—ป๐—ฎ๐—ด๐—ถ๐—ป๐—ด ๐—ฑ๐—ฎ๐˜๐—ฎ as an enterprise asset through quality, security, lineage, and regulatory controls. ๐—”๐—œ ๐—š๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐—ป๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—ด๐—ผ๐—ฒ๐˜€ ๐—ณ๐˜‚๐—ฟ๐˜๐—ต๐—ฒ๐—ฟ ๐—ฏ๐˜† ๐—ฎ๐—ฑ๐—ฑ๐—ฟ๐—ฒ๐˜€๐˜€๐—ถ๐—ป๐—ด ๐—บ๐—ผ๐—ฑ๐—ฒ๐—น ๐—ฟ๐—ถ๐˜€๐—ธ,, ethics, explainability, lifecycle monitoring, and emerging global AI regulations.
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