The next generation of AI uses data structures. That researchers copied from the nervous system.

"Cowley’s team recorded the fruit fly courtship process over a series of “dates” in a petri dish, tracking the behavior of the male (blue) in response to any sight of the female (red). Tiny microphones placed below this “arena” captured the songs the male produced by beating its wings. Credit: Cowley Lab/Cold Spring Harbor Laboratory" (ScitechDaily, AI Predicts Fruit Fly Behavior With Stunning Accuracy)

The AI predicted the fruit fly's behavior with good accuracy.

The next step for the AI is to make a system that emulates the neural system. The AI used microphones and cameras to observe fruit flies' behavior. The system observed sounds and movements that two fruit flies used in communication. And then, the AI connected those sounds and other signals with things that those fruit flies made. That allowed the AI to predict the fruit fly behavior.

The insects are talking. They use both acoustic and chemical signals to communicate. The acoustic signals are a more effective way to order things like swarms because pheromones fly with wind. The system can use acoustic signals to control their behavior.

This is one version of things that the learning machines can do. They can follow the sound and chemical signals. That the animals use in their communication. The spectrometer is one of the tools that can used to see what chemical signals the animal sends. Some insects use chemical signals only when they see each other.

"Watch as the male fruit fly (blue) courts a female companion (red). The corresponding animation captures the male fly’s point of view. Credit: CSHL" (ScitechDaily, AI Predicts Fruit Fly Behavior With Stunning Accuracy)

Otherwise, they use acoustic signals. And when the AI hacks the insect's language it must just send the recorded acoustic signals to those insects. And then it can see, how those acoustic signals affect their behavior.

This might look like only a small step. But AI is becoming more and more effective. That means the AI can handle larger data masses, and maybe quite soon, it can predict the behavior of the more complicated animals. And maybe in the future. The AI can predict even a single human's behavior.

"With this schematic in hand, Cowley’s team can now turn their attention to interrogating their AI model instead of running costly experiments on real fruit flies. Credit: Cowley lab/Cold Spring Harbor Laboratory" (ScitechDaily, AI Predicts Fruit Fly Behavior With Stunning Accuracy)

The next generation of AIs uses the data structure. That is copied from the tapeworm (C. Elegansis) nervous system. The tapeworm is one of the simplest organisms with nervous systems. The tapeworms or their nervous system can used in biological microprocessors. And nanotechnology makes it possible to create small computers that act like neural systems.

The C. Elegansis worm is a very primitive organism. However, the AI can easily create far more complicated data structures. In the virtual nervous system, the computer programs and databases act like physical neurons in the nervous system.

In those neural emulation systems, the system involves virtual or physical neurons. In virtual systems, the neurons are programs that act like real neurons with databases, terminals, and connections. The morphing neural network can operate on multiple computers at the same time, and synchronize those virtual neuron's operations.

The 3D map of the human brain can used to model the most complicated neural structures. That we can imagine. The most powerful observation tools can make images of how those neurons interact. And that interaction can copied into the physical and virtual systems. The new quantum radars that use extremely thin radio waves can scan the brains.

Those quantum radars operate through nano-size antennas. The radio transmitter antennas can be as thin as one or two atoms. And those systems can see the magnesite bites in the brains. New ultrasound sonars where nanotubes act as miniature long-range acoustic devices (LRAD). Can scan the small neural structures that will not give radar echo.

https://datascienceacademy.ncsu.edu/2024/04/25/wormscanai-machine-learning-aging-analysis/

https://scitechdaily.com/ai-predicts-fruit-fly-behavior-with-stunning-accuracy/

https://scitechdaily.com/nanoscale-3d-mapping-reveals-revolutionary-insights-into-brain-structure/

Chinese innovations and space lasers are interesting combinations.

Above: "Tiangong is China's operational space station located in low Earth orbit. (Image credit: Alejomiranda via Getty Images)" (Scpace.com, China's space station, Tiangong: A complete guide) Chinese are close to making nuclear-powered spacecraft. Almost every day, we can read about Chinese technical advances. So are, the Chinese more innovative than Western people? Or is there some kind of difference in culture and morale between Western and Chinese societies? The Chinese superiority in hypersonic technology is one of the things that tells something about the Chinese way of making things. In China, the mission means. And the only thing that means is mission. That means that things like budgets and safety orders are far different from Western standards. If some project serves the Chinese communist party and PLA (People's Liberation Army) that guarantees unlimited resources for those projects. Chinese authorities must not care about the public opinion. If we th

Iron Dome is one of the most effective air defense systems.

The Iron Dome is a missile defense system whose missiles operate with highly sophisticated and effective artificial intelligence. The power of this missile defense base is in selective fire. The system calculates the incoming missile's trajectory. And it shoots only missiles that will hit the inhabited area. The system saves missiles and focuses defense on areas that mean something. The system shares the incoming missiles in, maybe two groups. Another is harmless and another is harmful. Things like killer drones are also problematic because their trajectories are harder to calculate than ballistic missiles. The thing that makes drones dangerous is that they can make masks for ballistic missiles. And even if those drones are slow, all of them must be shot down. The thing is that the cooperation between drone swarms and ballistic missiles is the next danger in conflict areas. In the film, you can see how drones make light images of the skies. The killer drones can also carry LED li

The innovative shield that protects OSIRIS-APEX can also protect the new hypersonic aircraft.

"NASA’s OSIRIS-APEX spacecraft successfully completed its closest solar pass, protected by innovative engineering solutions and showing improvements in onboard instruments. Credit: NASA’s Goddard Space Flight Center/CI Lab" (ScitechDaily, Innovative Engineering Shields NASA’s OSIRIS-APEX During Close Encounter With the Sun) The OSIRIS-APEX probe travels close to the sun. The mission plan is to research the sun. And especially find things that can warn about solar storms. Solar storms are things that can danger satellites at the Earth orbiter. And the purpose of OSIRIS-APEX is to find the method of how to predict those solar storms. Another thing is that the OSIRIS-APEX tests the systems and materials that protect this probe against heat and plasma impacts. The same technology. The researchers created for OSIRIS-APEX can used in the materials and structures. That protects satellites against nuclear explosions. That means this kind of system delivers information on how to prot

Interesting and futuristic innovations

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