Add SOTA strategic issue

[DanielMarcos1]

Drafted a GitHub issue outlining the strategic scope for state-of-the-art integration using the Studio Producer persona template.

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PR created automatically by Jules for task 5353118285814240135 started by @DanielMarcos1

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