Self-learning morphing neural networks are a big risk and a big opportunity at the same time.

    Self-learning morphing neural networks are a big risk and a big opportunity at the same time. 

The future of machine imaging is that AI can tell your age by looking at you from the back. This is one version of how AI can make life easier and, and the same time more difficult at least if the AI is used as a control tool in some authoritarian countries. 

The AI-controlled man-shaped robots can turn all production platforms into robot factories. The man-shaped robots can use the same tools as humans. That means even old-fashioned factories can turn into robot factories. Where robot welders and other robot workers operate. The human-shaped robots are morphing tools. The same system that can make cars can use weapons to act as tank crew, assault operators, or flight combat aircraft. 

The AI is an ultimate tool for making complicated molecules, and it can make many things faster and better than humans. AI is also a more effective surveillance tool than ever before. 

In medical factories, AI creates new complicated molecules. And that thing means that the AI must be self-learning. The AI records the time and how long the molecule keeps its form. Then, it stores physical and chemical environment values, like pH, temperature, and energy levels that the system uses to push atoms in the right direction and position from the molecular structure. 

Nanomachines are complicated molecules. And weponize that technology is very easy. The nanomachines can cut cell membranes into pieces. And then they can turn targets into liquid. The other thing is that. The AI itself is a weapon that hackers can use. 

For making damages the AI doesn't need access to any laboratory. It can just create a computer virus that deletes target information from weapons.  Or it can delete access cards that allow personnel to go into the highly secured command places. In that case, those personnel cannot take command in those command centers. 

AI-based hacking tools can used to steal codes that are used to control missiles like Javelin. Those AI-based tools can destroy operating systems in tactical and strategic systems. In those cases, the AI can create a virus that removes programs from high-tech missiles and other weapons. 

And that means there are not only good or bad things, that the AI can do. This is the thing that makes AI a more powerful and more complicated tool than nobody expected. When we think about the arms race and AI, the fact is that small countries get more benefits from robot weapons than big nations. And that is the thing that makes those systems game-changers in international areas. Ukraine conflict shows that a bigger army doesn't win conflicts anymore. 

The thing is that the world needs innovations and the AI is the greatest tool that we ever created. The AI-based morphing systems can change their structures and operations dynamically. Are tools that make neural networks better than ever before. In neural network-based structured networks virus infection in one workstation does not destroy the entire network. '

The morphing network just removes infected workstations and then formats the system. After that, it reconnects that cleaned workstation back to the network. Teaching new things for the morphing neural network is also possible by loading the application into one workstation, and then that system scales that information all over the network. In morphing networks, the network is only the platform, that operators can use in multiple missions. 

The self-learning morphing networks are the tools that can be next-generation spying tools. The idea is that the neural network can use multiple IP addresses for attack. And that makes it hard to deny those attacks. Then the AI can create common passwords if it has the namellist of the workers. The neural network can search for things like what those people borrow from the library and what type of movies they watch. 

Then it can create the "most common" passwords like the first letters on the license plate, the name of the favorite actor (or favorite book, dog's or spouse's name, etc.), and numbers from the license plate. The AI can search and interconnect data that it can collect from security cameras drones and other sources. If an attacker is a state, the attacking system can use recon satellites and recon planes to get that kind of data. The resources determine what kind of systems and methods the neural network can use. 

https://scitechdaily.com/the-future-of-medical-imaging-advanced-ai-can-tell-your-true-age-by-looking-at-your-chest/