Craft is king
That is the real signal from GTC.
Not because AI is limited, but because it is now powerful enough that whatever you give it at the beginning, it will scale without mercy. If the source is weak, it multiplies the weakness. If the source is precise and distinctive, it carries that much further.
The interesting story from GTC is not that AI can make more content. Everybody knows this. The more important point is how the serious players are choosing to use it, and where they remain very deliberate.

The seven take-outs
- AI is the scale layer, not the source of brand craft.
- The real challenge is not speed. It is preserving brand identity at scale.
- Digital twins are becoming marketing infrastructure.
- Reusable libraries are becoming a strategic advantage.
- Controlled AI is replacing prompt-only workflows.
- The workflow is becoming more important than the tool.
- Open, connected systems are part of the value.

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"Once AI enters the system, everything you decide at the start travels much further than it used to."Stéphane Bourez
Head of 3D & Emerging Tech, Collective
Read Stéphane’s full breakdown of all seven take-outs on LinkedIn.
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