My last name is Stark after I changed my job to become a female musketeer?

Ultron was first proposed by Tony and Lainie when they were discussing the topic of artificial intelligence life.

Tony hopes to solve some of the world's most difficult problems by creating a powerful and intelligent artificial intelligence system.

Therefore, in his vision, Ultron should be a robot with a high degree of self-learning ability, who can process complex data, predict future trends, and even repair and improve himself.

He hopes that Ultron can become a capable assistant to humans and help solve global problems such as environmental pollution, resource shortages, and rampant diseases.

Even rely on it to predict disasters, optimize resource allocation, and help humans achieve more efficient technological development.

However, there is often an insurmountable gap between the purity of ideas and the complexity of actual implementation.

Limited by the current level of technology, even Tony, who has made great achievements in the field of artificial intelligence AI computing and processing, can only regard it as a feasible idea before.

The actual development work for this idea has always been only in the subsequent upgrade and update plan for the original artificial intelligence butler Jarvis.

To fully create this idealized Ultron, according to Tony's expectation, it would probably be difficult to achieve without a decade or eight of precipitation and polishing.

Until he discovered the difference of the scepter in front of him.

"Sir, it is very special, and there are many components in it that I cannot quantify."

Jarvis's voice sounded in Tony's ears, with a hint of surprise.

Tony stood in the center of the laboratory, staring at the mysterious scepter.

"Then let's talk about the part we can figure out."

"The gem seems to be a protective shell, and there is something strange inside it, something with a very strong energy level."

Tony folded his arms, his eyes flashing with curiosity and excitement.

"Like a reactor?"

"More like a computer."

...

"So it gave you the idea to continue to improve Ultron?"

Lainie looked at the blue holographic model generated by Jarvis in front of her, and her heart couldn't help but feel a little cold.

What appeared in front of Lainie and the other two was a huge blue holographic data group. Judging from the volume of the holographic model alone, its volume was more than three times that of Jarvis, the data star.

And it was different from any data group model that everyone had seen before. In Dr. Banner's words, it looked like a huge blue brain.

Its surface was covered with intricate neural networks, which seemed to be constantly receiving and processing the information it could receive.

In the center of the data group, a core area was shining, surrounded by layers of neurons, which were connected to each other, forming a dark blue cloud that was closely connected to each other.

The extremely mysterious structures in the cloud looked like the synapses in the human brain, which sometimes expanded slightly due to the access of information, and then quickly retracted.

And on the surface of the data group, some light spots flashed from time to time, just like the neurons in the brain receiving and transmitting information.

Sometimes there was a short connection between these light spots, and then they were quickly disconnected, just like the brain making judgments and decisions quickly.

As time passed, the data group seemed to analyze the information it received, and its surface began to change subtly.

Some neurons were strengthened, as if emphasizing certain key information, while others gradually faded out, as if processing unimportant information.

It seemed that this blue holographic data group was not just a visual image, it seemed to be a living organism, a virtual life with characteristics similar to the human brain.

Dr. Banner looked at this scene in amazement, with curiosity and awe in his eyes.

"This... This is simply a miracle. It is more complex and vivid than any data model we have imagined before, as if..."

Dr. Banner seemed to have not thought of what words to use to further describe it. After a long time, he muttered:

"It's like thinking, as if it has its own consciousness... and logic."

However, Lainie on the side frowned.

She knew very well what this thing actually was. Banner was right. It did have its own consciousness and logic.

And it was far more dangerous than Tony and Banner imagined.

Lainie's eyes were deep, and her sight seemed to have seen through the light and shadow of the holographic data group, and had seen the danger and darkness hidden behind it.

"Jarvis, can you interpret the specific function of this data group?"

Lainie asked Jarvis. Although she already had the answer in her heart, she still hoped to get more information from Jarvis.

Jarvis' voice sounded in everyone's ears, with a hint of doubt:

"I am trying to analyze it, but the structure of this data group is extremely complex, and its internal operation logic is far beyond my understanding.

From the existing information, it seems to be a highly intelligent information processing center with the ability to self-learn and evolve."

"Look, what did I say? It is perfect to use it as the core of Ultron's artificial intelligence."

Tony interrupted excitedly, his eyes flashing with expectations and visions for the future.

However, Lainie was unmoved, and her brows furrowed deeper.

She knew that the potential threat behind this "highly intelligent information processing center" was far from being summarized by a simple "Ultron".

"What about its controllability?"

Lainie's tone was serious, and her eyes were fixed on the data group in the holographic projection, as if she wanted to engrave every detail in her mind.

"About controllability..."

Jarvis paused, and it was obvious that this question made him feel a little tricky.

"At present, I can't give a clear answer. This data group has the ability to self-learn and evolve, which means that its behavior is likely to exceed our expectations and control range..."

"But we can restrict its source code, or simply add a rule to limit its self-growth and learning within a limited range of rules. In this way, we can control those risks to a minimum, or even strangle them in the cradle."

Tony interrupted Jarvis's answer, his eyes flashing with desire and confidence for the unknown field.

"For example, the 'Three Laws of Robotics'?"

Dr. Banner's eyes lit up, and he had also read that classic work.

As a scientist, he knew that in the field of artificial intelligence, it was extremely important to set clear rules and restrictions.

"That's right."

Tony nodded, "We can certainly refer to the 'Three Laws of Robotics,' or formulate more sophisticated rules according to our needs. After all, we have to ensure that this data group will not become a 'Pandora's Box' that we cannot control."

The so-called Three Laws of Robotics are three basic guiding rules for restricting the morality and behavior of artificial intelligence in the book "I, Robot" written by science fiction writer Isaac Asimov in the 1940s.

The first law is that robots may not harm humans, nor may they sit idly by while humans are harmed.

The second law is that robots must obey orders given by humans, but only if these orders do not conflict with the first law.

Finally, the third law is that robots can protect their own existence without violating the first two laws.

The emergence of these three laws has effectively provided important moral and ethical guidance for the development of the field of artificial intelligence.

Even Jarvis, the artificial intelligence butler developed by Tony, was designed and optimized in accordance with these three laws.

But these three laws alone are obviously not enough to completely restrict Ultron's self-learning and evolutionary development.

Lainie was even sure that with the subjective initiative shown by Ultron in the original timeline, it would definitely be able to find loopholes in these three iron laws, or even simply bypass these three iron laws and directly achieve its goal.

For a moment, Lainie couldn't help but miss a girl named Mia Richter.

"Oh, it would be great if she was here."

You know, as an artificial intelligence life created by Melvin Richter, one of the seven gods of the celestial world, Mia knows much more about artificial intelligence than Lainie.

If she could get her help, Lainie felt that Ultron's problems would be nothing more than a piece of cake.

However, this is ultimately just a luxury. No matter how powerful the system is, Lainie feels that it can't really summon the amiable little girl to this world.

"You say, if the second sister is here, will she have any good ideas?"

Suddenly, such a suggestion came to Lainie's mind.

Then Lainie couldn't help but sit up straight, thinking to herself, yes, isn't the second sister also in this world!

Compared with the later Seven Gods' Elytra, this one was one of the more important mechanical seven war gods, and her attainments in the field of mechanical technology were definitely no less than those of Melvin.

What's more, the second sister is also a top puppeteer, and the puppet bard Alice she created is almost the same as an ordinary person.

If I can get her help...

Just thinking of this, Lainie couldn't help but frown again.

Not to mention that Lainie and the second sister... that is, Meister Heyd, have never found out any news about each other since they parted in Svartalfheim last time, and they don't know where she is now.

Even if she can contact the other party at this moment, Lainie estimates that according to the second sister's temperament, she will not agree to help herself and others to create an artificial intelligence life like Ultron that is uncontrollable several times.

You know, in the past, the second sister personally issued an order in the demon world to completely ban all magic scholars from creating artificial life forms "Homonkulus".

Even though those [weirdos] later completed "Homonkulus" despite the ban, the second sister Held still "respectfully declined" those artificial life forms.

"This... According to what you said, why do I feel that the second sister is a bit double-standard..."

Little Leni's complaints came from the sea of ​​consciousness.

"That wandering poet Alice is also an artificial life form, then according to the standards of the demon world, isn't she also a 'Homonkulus'? On the one hand, Held banned others from creating artificial people, and on the other hand, he secretly created dolls..."

Hearing this, Leni's face couldn't help but show a little embarrassment.

He couldn't help but cough secretly, and reminded in his heart:

"Hey! This kind of thing... We know it in our hearts, and if you see the second sister again in the future, don't say it to her face."

"That's right. Regarding the apostles, can that be called double standards? That's called research and supervision..."

Shaking her head to get rid of the offensive thoughts in her mind, Leni refocused her eyes on the blue data mass in front of her.

Although Tony and Tony on the side noticed something strange about Leni, they only thought that the latter was thinking of the same solution as themselves, so they didn't pay much attention to it.

"Have you thought of anything?" Tony asked.

Leni shook her head when she heard this, but then nodded again, making the two people look a little puzzled.

“We cannot rely entirely on the rule restrictions of the source code, as that is still very risky.

I suggest adding an additional control process, after all, we can't always notice what Ultron is learning. "

As soon as these words came out, Dr. Banner on the side also nodded thoughtfully in agreement.

"Leni is right, we do need a more complex system to manage and control Ultron.

And it has to be a completely independent monitoring system that can detect Ultron's behavior in real time. Once it finds any behavior that violates the rules we set, it will intervene immediately. "

Tony pondered for a moment after hearing this, his eyes repeatedly lingering on the blue data ball in front of him.

"You are right, but if you want to create a program system that can supervise real artificial intelligence, then the system's own authority system must be higher than Ultron..."

"But this brings the problem back to where it started. How can we ensure that there will be no problems with this regulatory system and that it will not betray the rules we set?"

Dr. Banner rubbed his eyebrows. He couldn't think of anything good to pay attention to at the moment.

However, at this moment, Jarvis, the orange-yellow data group that had been silent, suddenly interjected:

"I can be an option."

Hearing this, Tony and Dr. Banner couldn't help but their eyes lit up at the same time, and they both turned their attention to Jarvis.

"Jarvis, you mean..."

"Yes, Sir, you can try to transform and upgrade part of my core code so that I can become an independent system that can supervise Ultron.

Since I originally operate based on your will and instructions, I can guarantee my loyalty to you and follow the rules you set to a certain extent. "

Jarvis's voice was calm and firm.

But Leni on the side did not particularly agree with this proposal, because she knew very well that once that was done, Jarvis, as the first line of defense, would definitely become a thorn in Ultron's side.

Even its existence may be threatened!

"Jarvis, this is a bold idea, but it also means you will be taking a huge risk.

If Ultron tries to resist or destroy your system, it is very likely that..."

However, what responded to Leni was Jarvis's steady and firm voice.

“I understand your concerns, Miss Leni, but I am willing to take the risk.

As Mr. Stark used to say - Sometimes you got to run before you can walk.

Sometimes people have to be a little forward-thinking. "