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The "don't ask, don't tell" framing is pretty accurate. The Academy's vague "human authorship" language basically just kicked the can down the road, which means studios learned the real lesson - keep it quiet unless someone specifically asks.

The Brutalist situation was interesting because it could've forced actual definitions but instead it just ended with everyone moving on. Now we've got this weird landscape where ML face replacement and automated sound cleanup both get filed under "AI-assisted workflows" even though those feel like different categories of intervention.

Avatar not getting nominated is more about the film itself than the tech, but it does show how much the presentation matters. Being obviously technological has always been a liability in the top category. Sinners is using similar tools but framing it all as craft and vision, which is just smarter messaging.

(I cover this stuff in my AI x Media Report newsletter - been tracking how disclosure conversations are evolving differently across gaming, advertising, and entertainment.)

What's clear is that transparency isn't happening voluntarily. Whether that ends up mattering depends on if audiences or voters actually care about the process, and so far there's not much evidence they do. The film works or it doesn't.

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