Existen problemas operativos relacionados con la naturaleza de la tecnología y la Inteligencia Artificial. Existen tres escenarios en donde uno realmente puede implementar un sistema de IA predictivo. El primero es un sistema de control de bucle cerrado que controla el ambiente. Por ejemplo, un sistema que controla de forma inteligente el aire acondicionado de un edificio para mantener una temperatura óptima mientras minimiza la energía utilizada. Este sistema sabe cuándo existe un error, ya que su objetivo es mantener la temperatura en cierto rango mientras trata de reducir la energía que consume. En pocas palabras, sabe cuándo está mal y se puede autocorregir.
De forma similar, un sistema para mejorar una oferta podría implementarse para maximizar el número de conversiones otorgadas a un inventario de descuentos y ofertas previas. Esto se convertiría en una implementación de IA que se puede optimizar automáticamente utilizando diferentes técnicas como el “aprendizaje reforzado”. Si la empresa es susceptible a la experimentación comercial y lleva a cabo implementaciones de campo, dichos sistemas pueden trabajar bien y mejorar con el paso del tiempo.
El problema es que no muchos escenarios se prestan tan fácilmente para las soluciones de control de bucle cerrado. Comúnmente contamos con sistemas de IA de control de bucle abierto. Por ejemplo, consideren un sistema de preguntas y respuestas que le permita a los usuarios darles retroalimentación cuando piensen que su respuesta es incorrecta, al igual que un bucle cerrado. En este caso, necesitamos poner en práctica un flujo de trabajo humano para descifrar cuál sería la respuesta correcta para cada tipo de retroalimentación negativa, la cual posteriormente se puede utilizar para crear mejores datos de capacitación y mejorar el sistema con el paso del tiempo.
Esto requiere un cambio en la manera de pensar organizacional, es decir que la naturaleza de una implementación de IA necesita un soporte continuo para la recapacitación al ofrecer los marcadores adecuados. Las empresas tradicionales realmente no comprenden o aprecian el hecho de que dichos flujos de trabajo sean necesarios para implementar de forma exitosa y eficiente la mayoría de los sistemas IA.
Necesidad de protocolos de prueba
Para analizar y validar el trabajo del sistema, uno tendría que emplear verificadores, lo cual es igual de bueno que realizar la conversión de forma manual. Por otro lado, si únicamente se realizaran pruebas rápidas, podrían ocurrir errores costosos que incrementarían por siempre.
Uno realmente necesita seguir el protocolo calibrado; por ejemplo, tomar un recurso pequeño, pero de tamaño razonable y verificar manualmente que el sistema lo esté haciendo bien y, de no ser así, proporcionarle los datos correctos de capacitación para que lo pueda hacer mejor. Así que, usted incurre en este costo mientras prepara al sistema. Después, usted comienza a implementarlo en campo y a realizar pruebas rápidas inicialmente por un alto porcentaje del resultado.
Gradualmente, conforme uno confía más, las pruebas pueden reducirse en términos de porcentaje, mientras que el volumen de los datos que uno procesa es más y más grande. La idea de que usted necesita un protocolo de capacitación para implementar un sistema técnico también es nueva tanto para el área de TI de la empresa como para el negocio, y esto es algo que debe comprenderse.
Por lo tanto, existen varios motivos, algunos culturales, algunos tecnológicos y otros operativos que hasta ahora han evitado la implementación generalizada de IA en las empresas tradicionales; esto en comparación con la economía nueva, donde todo está en línea y fácil de procesar.
Si este año no es la excepción y las ventas se incrementan, es importante estar preparado desde un comienzo, tomando en cuenta los consejos de Microsip.
Superar los cuellos de botella en la cadena de suministro requiere un enfoque integral. Desde la identificación de problemas hasta la implementación de tecnologías y la contratación de personal adicional, las estrategias deben adaptarse a las necesidades específicas de cada empresa. La inversión en tecnologías innovadoras y la colaboración con expertos en logística son pasos clave hacia una cadena de suministro fluida y eficiente. Con un enfoque proactivo, las empresas pueden anticipar desafíos y garantizar un flujo continuo de productos hacia sus clientes.
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I saw him holding both hands, muttering words in his mouth, and already holding a formula.It is exhaustive and has no tolerance. It seems that the hidden possibilities are endless and inexhaustible.
Although this place is a must for others, she no longer misses it at all.Although the dispute is serious, it is not as important as the life and death of Yin and Yang Dao, so there is no need to use longevity to fill it.
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But being unable to stop it is one thing, but escaping in such a puzzling and almost unbelievable way is another thing Moreover, Long Yun and Fengqing felt that it s hard to catch up once it s gone.Ma Ningyuan and others had a thought, and suddenly thought Linghu Qubing, a foundation building monk with mysterious origins, might understand the mystery.
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Another example is that a wave can pass through several gaps at the same time, and even split into more microwaves, but can one particle do it Of course it s impossible Lin En was not angry because of everyone s doubts.Process
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This is common sense in the entire empire However, the world described by the wizard is completely different.He must have overlooked something
After all, the opponent must know that such an offensive is not enough to break through their defense line, but they still use such an unchanging method of strong attack.
Lin En nodded, not too surprised. Without the other party s acquiescence, how could the noble dare to make such a big deal.This is why Aurora used the electromagnetic railgun just now, which in turn attacked Harrov and Vittorio.
Of course, this is also inseparable from the delivery of massive newspapers every week.Lord Lucia, these precious dragon fruits are tributes to the Lord.
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Then it lowered its head and closed its eyes without any movement.Warlock looked at Cecil and couldn t help but feel chilled in his heart.
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This strange particle is scattered from the radium element.After all, he is not simply the founder of quantum mechanics, but he has a relatively complete quantum theoretical model.
The speed of light is so fast that it is unimaginable.
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In other words, the four strongest people who have reached the Dao realm today, and with the help of this formation, are still not enough to form a sure fire victory without blame Gui Wujiu s figure was like a sword, and he rushed straight towards Xi Lerong.Just now, so many people joined forces and couldn t block the opponent.
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There is no difference at all on the first floor it is not appropriate to say so.Sure enough, half an hour later, a figure, light and slender, even a little charming in his softness, approached the hairpin at a seemingly slow but fast speed, slowly drifted down, and smiled deeply at the Zhentan Sect s mountain gate.
The so called opening up does not mean the innovation of a magical power rather, it means dividing the sixteenth into eighty, mastering half of the complete Shinryu Kendo as far as the eye can see , and observing the complete Shinryu.However, the individual stone robes are extremely huge, often more than ten feet long and short, and do not work well.
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I only have twenty taels of silver with me. The imperial edict said that we were sent to the army and our property was banned.More than ten kilometers away It doesn t sound far.
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If it were a flesh and blood body, he might have to kneel down with a hammer.For bed crossbows, fog has a great impact. After all, the range is several hundred meters away.
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Although there are only tens of thousands of cultists here, which seems to be a small number, there are many strong ones among them.In addition to these, Zhao Hao has another plan to enhance his strength.
Defeated steadily It is impossible to describe the elf warriors at this time.Although it was also transformed from an ant, it was a different kind of life.
It is invisible and has no quality. As long as the vision is locked, it can hit without worrying about being avoided.49,000 This is the final data. The largest amount of data that Bailong can control at one time.
I wonder if your Majesty has any advice Zhao Hao said directly.
Por Gautam Shroff