The article said:
While Intel rested on its laurels and then missed the entire rise of AI both in terms of hardware and in terms of investment in Open AI and other startups, Microsoft became one of the leaders of the artificial intelligence world.
This is rather unfair. By 2016, Intel definitely saw the potential for AI. That's when they acquired edge AI chip designer Movidius and where the IP for the NPUs in CPUs like Meteor Lake and Lunar Lake came from.
Also, in 2016, they acquired Nervana Systems, who designed custom hardware and software for cloud-based AI training & inference. This would later be superseded by their acquisition of Habana Labs, but it shows when Intel really got moving on AI.
Then, in 2017, they bought Mobileye - a developer of hardware & software for self-driving cars.
Also, in 2017, they launched Knights Mill, a version of their Xeon Phi that had additional instructions targeted specifically at deep learning.
Not only that, but if you look at their iGPUs, the Gen8 architecture included in Broadwell (2014) had support for packed fp16 dot product. I think this was probably added with an eye towards accelerating convolutional neural networks, since it doesn't have much application in 3D graphics. PC games weren't coded to use fp16 and I'm not sure it even supported the full contingent of operations you'd need if they were.
Compared to Nvidia, Intel certainly did get a late start on AI. However, no worse than AMD, and Intel clearly had a lot more resources at its disposal back then. I can't say exactly why they failed to succeed in this market, but I don't think it's entirely due to being blindsided and starting too late. Especially not if you count starting from the founding of the companies they acquired.
I will say that Intel might be in a very different position, had they gone with their iGPU architecture, instead of basing Xeon Phi on x86. Ponte Vecchio definitely came much too late (and probably cost too much?) to achieve its market objectives. Technically impressive, but that only matters to us geeks.
The article said:
While Intel can hardly go bankrupt considering that it owns some of the best semiconductor production facilities in the industry and sells the lion's share of CPUs for PCs and datacenters ...
Oh, yes it can. Declaring bankruptcy is what you do when you can't get loans to cover the shortfall left by your revenue and cash. Bankruptcy is just a status which allows them to negotiate with their creditors. It doesn't mean they stop operating or that they won't emerge from it as a once-again healthy company, which is often the goal.