„Built on Windows”. That’s like anti-ad these days. Maybe, maybe worth looking at if you can run other OS than Windows on it, but that will probably take some time.
That's the most uncanny marketing for an ARM laptop I've ever seen.
As such, when you’re marketing your competing product, maybe don’t lead with the fans.
I could be wrong but my understanding is that 24/7 dedicated servers are wildly economically unviable. The reason cloud tends to cost less than local today (other than the subsidization) is because you aren't running models 24/7. So like 6 hours of cloud per weekday might beat the yearly cost of building local machines, but it's not in the same universe if you're running 24/7, as evidenced by two months of H200 rental costing more than the DGX Spark this Laptop is built out of.
Suddenly all the Windows K2 stuff makes sense, but I doubt it'll be enough. Its too little too late for Microsoft.