Proteger los datos de IA en la fabricación es una nueva frontera

La industria manufacturera ha experimentado una revolución impulsada por los macrodatos y la inteligencia artificial (IA), transformando fábricas en entornos autónomos e inteligentes. La capacidad de recopilar enormes cantidades de datos de sensores y dispositivos conectados, junto con el poder de la IA para procesar y analizar estos datos, ha abierto nuevas fronteras en la optimización de la producción, la gestión de la cadena de suministro, el mantenimiento predictivo y una variedad de otras funciones clave.

Sin embargo, esta revolución también ha planteado desafíos significativos, especialmente en lo que respecta a la protección de la propiedad intelectual (PI) y los derechos sobre los datos generados. La complejidad inherente a las operaciones de fabricación y la naturaleza iterativa de los sistemas de IA hacen que sea crucial garantizar un flujo libre de información mientras se protegen adecuadamente los activos valiosos y la PI relacionada.

El desafío de la propiedad intelectual en la era de la IA y los macrodatos

La implementación y aplicación de sistemas de IA difiere considerablemente de los sistemas de software tradicionales. En lugar de seguir un proceso lineal, los sistemas de IA son procesos iterativos basados en datos, donde los algoritmos/modelos aprenden y mejoran constantemente. Esta evolución constante presenta desafíos únicos para la protección de la PI, especialmente en un entorno donde los datos son tan abundantes y fundamentales para el funcionamiento de la IA.

Estrategias de protección de la propiedad intelectual

  • Secretos Comerciales: Los secretos comerciales son una herramienta crucial para proteger la IA y los macrodatos debido a su naturaleza iterativa y su capacidad para proteger las iteraciones futuras. Las empresas deben implementar medidas razonables para mantener sus activos en secreto, lo que puede ser especialmente desafiante en entornos de fabricación con múltiples partes interesadas.
  • Patentes: Aunque mantener la IA como un secreto comercial puede ofrecer una protección significativa, las patentes siguen siendo fundamentales para proteger ciertos aspectos de la arquitectura de la IA. Las empresas deben centrarse en obtener protección de patente para características técnicas novedosas y asegurarse de redactar reclamaciones de manera inteligente para abordar posibles problemas de inelegibilidad de la materia.
  • Derechos de Autor y Bases de Datos: La protección de los derechos de autor puede ser útil para proteger estructuras de datos y compilaciones asociadas con big data e IA. Algunos países también otorgan derechos sobre bases de datos, lo que brinda protección limitada a las bases de datos que han requerido inversiones significativas.

Mejores prácticas y consideraciones futuras

Las empresas deben desarrollar políticas integrales de PI que identifiquen los activos que necesitan protección y seleccionen las mejores estrategias de protección para cada uno. Esto puede incluir una combinación de secretos comerciales, patentes y derechos de autor, según las características específicas de los activos y las necesidades comerciales.

Además, cerrar lagunas legales a través de contratos como acuerdos laborales, asignaciones NDA y licencias puede ayudar a garantizar la protección y el uso adecuado de la PI relacionada con la IA y los macrodatos.

A medida que el panorama de la PI continúa evolucionando en el contexto de la IA y los macrodatos, es fundamental que las empresas estén preparadas para adaptarse y desarrollar estrategias ágiles y proactivas para proteger sus activos y mantener su ventaja competitiva en un mundo impulsado por la tecnología.

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El almacenamiento por contrato combina la rentabilidad del almacenamiento público con servicios mejorados y seguridad exclusiva. Sin embargo, antes de firmar, las organizaciones deben evaluar todas las opciones para asegurarse de que este tipo de almacenamiento cumpla con sus objetivos y prioridades. La elección correcta garantizará la eficiencia y el éxito en las operaciones de su negocio industrial.

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Mi Yu was confused when he heard it. He suffered from not studying much, but he had no reason to pretend to be a hero.It seems that Mr. Wusong has filled in the complete content of the colorful calligraphy from Shao Baojuan, the lord of Rongmao City.

There is a pavilion and a wing, which is dangerous and Gaozai. Chen Pingan thinks this is a good name. When it comes to naming, whether it s the name of a sect or a gang, the name of a flying sword, or the engraving of a landscape or cliff, people will suffer a loss later on, which is similar to writing poems and lyrics.

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It was Cui Zhan, the embroidered tiger, who used his supreme supernatural power to seal the entire southern tip of the land with a mountain shaped seal that was as big as the Hanging Mountain.Casting thousands of images is a literary heart. Chunqing suddenly said, When Mr. Qi was young, his temper. wasn t very good Cui Dongshan thought for a while, Not to mention when he was young, he had a bad temper.

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Chunqing pointed at Cui Dongshan, signaling to the boy in white next to him to make the decision. Then she stood up and squatted on the other side of Cui Dongshan.At that time, Lu Ying had good intentions and wanted to become a Taoist couple with that beauty. That little girl was also serious about starting a fight at the slightest disagreement.

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At the same time, let Wei The mountain god went to the capital and discussed with an important official in the temple in advance.At that time, Cui Dongshan was pretending to be in the Yao Mansion. He only did not take a shower or change clothes, but he actually burned incense and purified his hands.

Who is he like Just like Li Er. Wang Fusu complained, What are you two talking about Zheng Yatou, do you think I am an outsider Pei Qian smiled.Zhong. Cao Qinglang, Cui Dongshan, The Best Fall Concoctions What Wf1nl To Mix With Acv For Weight Loss Zhong Qiu, Mi Yu, Sui Youyou. Plus Jiang Shangzhen, who is secretly supporting him.

It s just that I can t blame outsiders for making such assumptions. In fact, after Xu Yuanxia returned home, she never took the martial arts realm seriously.There are only two serious things to do. Cooperate with Master Zhongqiu to teach Cao Qinglang knowledge, and then carefully select and recruit closed disciples to teach him how to practice swordsmanship.

It seemed that they each handed out a sword. Chen Pingan took the first step to ask for the sword, and Pei Min took the sword in his leisurely time.But I don t think Master Cao Xian is someone who doesn t know how to drink. It s just three pots. It s no big deal. When it comes to persuading people to drink, Mr. Jinhuang Mansion didn t even know that he had met a well deserved senior master.

Now that you know that I am the Du Xiucai, and you also know that I can paint, then Fuzi Gongwen Unparalleled, Wu Song s new works are highly praised all over the world.After that, he was actually unhappy for many years. But looking back, even if Chen Ping an was determined to kill him, he would definitely not die, because the dead soldier of the Dali spy who was responsible for keeping an eye on Mud Bottle Alley was actually secretly watching that scene.

He once cut out two eyeballs with his own hands and threw one into the world of Haoran and the other to the world of Qingming.Zhou Mili hugged Chen Pingan and cried, Take me with you, let s go back together. Chen Ping an was a little helpless. He rubbed the little girl s little head.

Both of them had gone to Pianran Peak to have a drink with the young master of Taihui Sword Sect. Nowadays, Liu Jinglong is famous for What Does Apple Cider Vinegar Gummies Do How 5din Nurses Triumphed In Weight Loss In his drinking ability in both continents, and Xu Xingjiu and Liu Zhiqing both contributed a lot.If Gu Can admits his mistake, it will be nothing more than the Great Li Dynasty or Aquarius Continent.

After a while. Han Jiangshu was not restrained and could move freely, but she still did not dare to move.Jiang Shangzhen complained, Talk about money Brother Cui is swearing. No Cui Dongshan raised his thumb, Brother Zhou Fei is also very generous Jiang Shangzhen suddenly said, I heard that the Fifth World made an exception for a young Confucian scholar and allowed him to return to the Haoran World.

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This little disappointment happened to him every day. The old blind man asked Do you know why A Liang left the Sword Qi Great Wall when he was carving words, but did not return home The old dog in the ascended realm shook his head, I don t know.After a group of three people walked out of the house, Liu Qingfeng stopped at the door and said with a smile I will chat with Mr.

For example, the opponent must at least be able to fight and be very capable. Otherwise, the old Guanzhu, who is famous for his good temper , would have taught the other party how to behave on his own.four. The most terrifying thing is that Chunqing is only in her early twenties. When she was one of the ten young candidates in the world in her early years, she was only fourteen years old.

That s it. If you dare to think and do, you will be powerful. Chen Pingan clicked his tongue and said Du Hanling is worthy of being the king of your mountain in Tongyezhou.Before the fight started, more than a hundred Grain Rain coins were lost. Who should I ask to compensate Fellow Taoist Han, you are taking too big a step.

Although the magma is hot, it is the best environment Billy Gardell Keto Gummies Exploring Billy Gardells Weight Loss U7t Journey for fire attribute monks.It s a pity that Shao Nan is not an ordinary mid stage Golden Core master, but a mid stage Golden Core master comparable to a legendary genius.

On the day of the decisive battle, all the disciples of the Dao Natural Sect, no matter men, women, young or Simply Health 6ejc6gqf Acv Keto Gummies Exploring The Benefits For Weight Loss In old, regardless of their realm or strength, all walked out of their caves and came to their positions.Sombra can even absorb essence.Doesn t that mean that monks get weaker as they fight, and shadows get stronger as they fight The blow just now caused a lot of damage to the monks.

Shao Nan Semaglutide Indianapolis Indy Weight Loss Clinic What 1cn3 To Expect is very clear about the reason why the opportunity should not be missed and not to come again.Yes There are two of us Lan Yuanzhou was really anxious this time when he heard this.

After reading some of them, Shao Nan realized that he spent a lot of time carrying the classics back and forth.Of course, they recognized the fire dragon in front of them at a glance, and it was precisely because of this that everyone s expressions changed drastically, and some monks even turned pale.

As soon as Shao Nan walked into Fudo City, he felt the gap.After a while, Yan Jianbai finally came to his senses.

Say hello to Zihuang.Shao Nan went straight back to his cave, without mentioning the fact that he had Sara Rues Weight Loss Journey Motivation Discipline And A F2gdr1 Healthier Lifestyle killed Jindan Dzogchen with three swords.It s just that when the three Huixu broke through the fireball just now, Huixu Shinichi outside happened to be resting and studying the next strategy of breaking the formation.

If the five people didn t see it, Shao Nan would be destroyed.Shao Nan took advantage of the privilege of supervising elders to open up a special area for sword training on Mount Yuewu.

Shao Nan just followed Lan Yuanzhou without saying anything.These thousand fire control geniuses are next in line, but the forces behind them are not simple.

Shao Nan felt extremely ridiculous.However, this one doesn t look like the Fire Spirit Dragon just now.Fellow Chi Ning, long time no see.I wonder how you ve been doing Elder Jin Dan of Dao Natural Sect was also busy, receiving K0fot7 Respected Advantages How To Lose Weight Fasting And Transform Your Life Group after wave of Jindan Daoist.

If you don t figure out the ins and outs, if you suffer another loss in the future, you will be really stupid.After several contacts, the magic weapons of the two have been beaten to pieces, and they are about to collapse.

Okay, hurry up and stabilize your realm, familiarize yourself with the combat power of the new realm.Fan Tianyou s heart is bleeding, why do you guys prefer to discuss Min Haoyan instead of me getting the first place Just now Fan Tianyou vowed to use Shao Nan and Lan Yin as foils.

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At this time, Xiaocao er s strength was reflected.In the mysterious space, Allen obediently spoke out the essence of the illusion of the Bibo Huanyue Clan.There is no doubt about the power of Xuanlei Yuanhuo Formation.

Seeing Shao Nan fail again and again and try again and again, Xiaocaoer tried to persuade Shao Nan to give up several times.It is best to recondense all the true energy and completely transform it into one s own true energy.

If you want to say who is the best at disguising in the Colorful Continent, Shao Nan can definitely be the number one.Of course, Shao Nan wouldn t talk about the mysterious space and How To Achieve Fast 2hhm7f6xz Weight Loss In Expert Tips the Shark Hlbdb2 Tank Max Keto User Experiences And Feedback treasures he got.

After half a month of running in, the three Huixu Shinichi had to end the practice of Wolfgang Van Halens 8jcdvjw Pound Weight Loss His Inspiring Journey the formation ahead of schedule, and immediately started to take their positions to seal the magma lake.It is estimated that he will become a hairless hero when he goes back.

A person who Secrets Of Kevin James Weight Zc41dl Loss Success cultivates immortals walks against the sky.The fourth level members indeed have much higher authority than the third level members.

In this way, everything will be easy to handle.Not only the three of Xinghuo Shinichi, but other fire controlling geniuses relaxed a lot when they saw that Huo Linglong was trapped by Xinghuo Shinichi s trick all of a sudden.Shouldn t the magma be full of manic fire attribute aura How can it be so mixed Could it be Thinking of this, Shao Nan was overjoyed, and went downstream a little faster.

To be continued.Chapter 447 Close to the truth On the first day of the fire of anger test, there was not a single monk who participated in the test, which made many monks who came to watch the excitement very dissatisfied.I don t know if Xuanlei Yuanhuo Formation can last until the end, I don t know if Lan Yin can refine the little fire spirit dragon, and I don t know if I can hold it.

This also caused the three Void Returners to be extremely impatient.Senior Xinghuo, I will control the formation, you go to restrain and weaken it.

The island was heard, and the surrounding seas began to fluctuate.As for the competition of fire control skills, Lan Yuanzhou is the person who knows best, even more detailed than the records in Cangshu Pavilion.

Why am I always the one who s hurt Originally, Fan Tianyou thought Key Strategies Behind Anant Ambanis Dramatic Weight Loss 2ql9jcxwn that when he Surprising Benefits Of Weight Loss Lp0kj2mx Gummies That You Need To Know got the first place, he must be the focus of everyone s attention and become the focus of everyone s eyes.When Shao Nan saw clearly the person who was talking with Lan Yin with a smile, his face changed drastically.

Shao Nan said very seriously, and after getting an affirmative reply from Xie De, he went back to catch the car with confidence.

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She just opened her mouth and after giving instructions, Li Shaoting took the phone away and threw it on the desk.Oops, who did I think it was It turns out to be Xiao Chenchen.

None of what I said to the girls was true. After getting to know her character better, I found that she was not as conservative as the girls in China.As if Satan came from hell, it made people shudder.

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If you become a teacher here, are you afraid that she won t come to work After saying that, he pulled the block and left here On the Maybach not far away, Gu Ruoyi and Huangfu Ling were looking at the car slowly leaving.Go to hell Mo Wanwan yelled insanely Bang A loud crash echoed on the roadside.

And for a child with such an iconic look, how could one not love him Woo the little guy replaced the question with a cry.Li Shaoting replied leisurely. Right now, he has to go to the country to Biolyfe Gummies The Shark Nx8fo Tank Sensation rescue Xi.

I saw a lot of photos of me in How Did David Goggins Lose Weight T66mp2 Extreme Methods Behind Lbs Shed Li Shaoting s office.Hearing this, the little guy turned his head and his eyes looked a little moist.

Bai Luo found some clues, but he was just looking for clues, but at the critical moment, they were interrupted.I think if your grandfather doesn t agree, he may not get a good harvest.

Like an idiot, she still thanks people Huangfu Ling took a deep breath and suddenly laughed wildly.What he cares most about is where his Mrs. Li is Later, I planned to go and have a look, but my wife stopped me and told me not to meddle in her own business and send her home quickly After all, this kind of thing might be caused by an enemy.

Let me tell you, after all, you are also the daughter of a big family.Mr. Gu, you look good Li Shaoting sat next to Gu Ruoyi, crossed his legs and looked at Gu Xiao, who was sitting opposite.

If you think I can t take care of the children, you can take care of them Keto Gummies Scam Is There Any Truth To Claims Of Fraud Or Deception Surrounding These Lowcarb Treats Oetoxw17e yourself from now on, so that you don t have to say that I can t take care of the children.You didn t catch him If you didn t catch him, why are there rumors that my grandfather disappeared while looking for you Gu Chenxi, I can only say that your grandfather is doing well so far.

Hey, what s wrong with Xiao Chen Is the little brother crying You want to cry too Mu Xinran looked at her son reproachfully.She was also afraid that Li Shaoting would know that she had contact with Huangfu Ling.

I was really impressed Apple Cider Vinegar Weight Loss Recipe Simple Steps To S11g Shed Pounds Quickly by the intelligence of these two bodyguards.Gu Ruoyi also looked at the TV screen and asked in confusion Baby, what s wrong The little guy replied Mommy, Tom is so pitiful, he A Comprehensive Guide On How To Get Semaglutide For 0h8f Effective Weight Loss Management can t even eat a mouse.

His kindness to her will make her blame herself even more.Xiao Min looked at his father s behavior in confusion.

Why on earth, why did he show these emotions to himself now as if nothing happened after he did those things to her two years ago The whole morning, Gu Ruoyi was completely absent minded.Mommy, are we here to dine The little guy often went to high end places like this with Li Shaoting, so he thought he came here to dine.

As soon as she entered, Gu Ruoyi saw her grandfather and brother sitting on the sofa.