Multimodal AI Goes Live: Why Production Pipelines Are the Real Bottleneck
A video clip feeds into an AI that cross-references product specs and customer tweets, spits out a sales script. Sounds slick. Productionizing it? That's the grind most ignore.
β‘ Key Takeaways
- Production multimodal AI fails 88% of the time due to pipelines, not models.
- Compute costs hit 60% of budgets; video tokenization is the killer.
- Middleware firms will capture 70% value by 2026 as models commoditize.
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Originally reported by Towards AI
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