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#AI deployment

Server room crammed with racks of drives and servers, wires everywhere, blinking lights evoking AI compute overload.
AI Hardware

AI's Easy Scaling Party is Over – Now Comes the Real Grind

Forget the hype of endless AI leaps. Your chatbot's getting pricier to run, and the power grid's groaning under the load. Real progress? It's shifting to deployment headaches that hit everyday users hardest.

4 min read 1 week, 3 days ago
Pipeline diagram showing text, image, and video streams merging into a unified AI model output
AI Hardware

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.

3 min read 1 week, 6 days ago
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