> "The AI can transfer semantic meaning directly"

What does this mean? An AI that reads text still has to decipher it. Show it a newspaper and it still has to analyse what it sees and convert it into something sensical; it doesn't have mystical powers that absorb the information.

Even if you're talking wire protocols, it still needs to decipher the incoming data. This series of 1s and 0s makes these ascii characters. This series of ascii characters makes this sentence. This sentence means 'foo'.

> The AI can even share trained neural ensembles or any computation device to perform a specific task

It was a massive coup when they designed a robot that could fold laundry. Not do the laundry, just fold it. How many other AIs has that been shared to?

I can only read the first paragraph of the article due to paywall, but it's making the case that 'computers are faster than humans' and they are... for certain tasks. Particularly ones with clear-cut rules. Machine learning and neural networks can do a lot of 'fuzzy' thinking, but they also make a lot of errors that fans just gloss over, errors that a human would never make (see the google image of two black people that got AI-tagged as 'gorillas' for one that made the news). Google did machine learning with their sketch program and it could tell if you drew a bicycle or a car... if you drew them in the stereotyped cartoonish side-on way. It had no idea what was going on if you drew it from a non-stereotyped angle. Fancy pattern-matching just doesn't compare to human understanding on that task.

> A man in the middle ages thinks of the future of a time with more castles, more knights, more kings.

A man in the middle ages also thought there were devils in the cemetery, that unicorns were a thing, and that alchemy was a way to get rich quick if you could just find out how... and all of these things turned out to be bupkis. He was never in danger from being abducted by devils if he took a shortcut through the church's side yard.

> Given a human and a strong AI (human level intelligence AI), the AI would prevail.

Until the AI has full control of its supply chain, from the tantalum mines in Africa, to the chip fabs in China, and the power plants in <locale>, it will not prevail. Parts break; it needs to replace and repair them. It needs 'food' (power) to think. The only real future where we have to seriously worry about a strong AI is one where it is being controlled by (or working with) a hostile party - ie: it's humans vs humans + AI, not humans vs AI.

Or if you mean on a personal level, depends where we are. If it controls the environment (doors etc), then it can just imprison me, and the strength of the AI (or even if it is an AI at all) is irrelevant. But if it can't do that, well... I can just go and flip the breakers, and wait for the power backup to drain.

Or, if you want an android-shape AI, keep in mind that AlphaGo was run on 1200 CPUs and 200 GPUs, and all it could do was play Go (albeit rather well). That's the kind of computational power required to do things 'the computer way', and requiring commensurate power and cooling. Moore's Law has already buckled, and chips are already being designed down to the atomic scale; there isn't much more miniaturisation to be done. Trying to fit a 'super AI' capable of all the things fans want into a form-factor of a human just ain't going to happen (kinda like alchemy).