The new era of computing is coming.

The new era of computing is coming.

The next-generation AI-based tools are systems that can follow people's speech and make notes for a person. The AI can also dump all things that other people say to text. And the speech-to-text applications are very useful tools for making notes. Advanced AI is a tool that can make a person unable to think critically. It denies a student's need to participate in lessons and lectures and destroys a person's need to make notes and think.

We can say, that persons who let the AI make everything in the lecture will not follow the lecture anyway. The free will principle in studies means. That it's a person's own business. Would that person see some music videos from a computer screen during lectures or will they make the AI do all the work?

The next step is the neuron-based creative AI. In that system, living neurons communicate with silicon-based microchips. Those systems can be as intelligent as humans. The idea is that lab-grown mini-brains will communicate with microchips. Theoretically, there is no limit to how many mini-brains the system can connect into one entirety.

The next-generation AI is a complicated tool. And researchers are working with the hybrid microchips that involve living human neurons. In that case, the mini-brains that are used in tumor tests give living neuron layers to the microchip. This system's benefit is that it operates at room temperature. And those neurons require nutrients for living.

The user interface is the thing that controls the computer. The BCI (Brain-Computer Interface) is a powerful tool. However, making user interfaces for those systems is complicated. The system must filter unnecessary thoughts away. And then separate the commands that it gets from "white noise" like "I will take a cup of coffee".

A key element in successful system architecture is the user interface.

The next step in the AI-human combination is the tool that controls the entire computer through speech or even thoughts. The idea is that the system connects the computer and the human brain to one entirety. The ability to transfer thoughts into the computer screen in text mode is a tool that can make many things. The system can connect that thought-to-text application to the application that controls the computer. The operator can aim the cursor at the right point quite easily. There can be squares on the screen.

The AI can recognize points where is possible to write something. The idea is that the system requires predicting order like the word "system", then the system knows that commands are meant for it. The key element in that kind of system is the user interface. Spoken commands and thoughts are similar things. The system must not react to "white noise", like thoughts like "What would I eat today?".

Then the person can simply move the cursor to the right point, thinking "Move the cursor to "G2", and "write "words" then press "enter". Or "go to browser search box, and then write "words" and press enter" or "search "company, etc." from the net. If a person wants to highlight some text, that thing can happen just by saying or thinking show squares, or "chessboard" on text and then number the lines. Then the next command is the copy those words, and paste them into some document.

Same way the AI can give numbers to images, and the operator can give orders to it like this: "Copy images 1 to 3" and then put them between characters 1,2, and 3 in the "document". The thing is that the new systems are powerful tools even if they are limited. Maybe tomorrow computers can also introduce images that are stored in our memories on computer screens.

https://interestingengineering.com/innovation/mind-reading-ai-thoughts-text

https://interestingengineering.com/innovation/openai-rival-mistral-ai-torrent

https://interestingengineering.com/innovation/scientists-create-computer-with-human-brain-tissue

https://www.helsinki.fi/en/hilife-helsinki-institute-life-science/news/development-human-derived-mini-brain-close-completion-new-technical-solution-promotes-treatment-brain-diseases-0

https://en.wikipedia.org/wiki/Brain%E2%80%93computer_interface

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