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.
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.
He is not willing to let the sacrifices and efforts of the Tao family be in vain.Now that Qingyang had killed his son and had such deep hatred, how could he be frightened by the identity of a disciple of the Immortal Sect Liang Yudong sneered and said, Qingfeng Palace What a great reputation You forced your way into the Liang family and killed my son regardless of the circumstances.
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Chen Biwang nodded and said, That s true. Yu Mengmiao is a key disciple trained by the Yin Yang Sect.However, Lu Feng has not completely lost his ability to resist.
It hurts. Elder Luo of Lingxi Valley said directly, Elder Wei, you have been unwilling to close the restriction.There were only three purple backed alcoholic bees, and the others were ordinary alcoholic bees.
Tong Yan himself also suffered a huge impact and was suddenly thrown two to three feet away and fell to the ground with a plop.Second uncle, save people. It s like putting out a fire.
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Everyone knows that they have a group of alcoholic bees.He used his body skills and hurried along the way he came.
The level suppression between monsters and beasts is very powerful, especially between monsters of the same type.When you raise your head, you will see clusters of small yellow flowers crowding the grape trellis.
This is not a question of being aggrieved or not, this is the helplessness of the low level monks.
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better summary and thinking
When Fang Hong was editing the content, he couldn t help but shake his head after reading it.
There was no need to say it, but he said it anyway, wanting to use it as a final compliment.jpg , otherwise we shouldn t share it, right
End of this chapter t Fang Hong edited the Weibo content and published it in the form of pictures.
Fang Hong s move was to kill two birds with one stone.Eventually, the components of these swarm drones will be transported to the Blue Fox International Somalia headquarters, where they will be assembled and put into use
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be resurrected.But, then again, there is no big deal in finding wealth in danger.
Senior sister, although I know it myself. My strength is low, but I am willing to advance and retreat together with my senior sister Ignoring Wei Guangde at all, Ye Fei said seriously.They are almost like monsters, but they still call themselves human beings.
It may only cause 1 point of health damage in one bite.Soon, the archangels entered the shooting range of the phantom shooters.
They do not lose weight in size and at the same time, they can crush the opponent in all aspects.When there are short legged troops such as dwarves and deadwood guards in the team, marching is simply a torture.
A few hours later Finally saw the Blood Sea. Although the other party followed the Storm, they were thrown away from the beginning due to the speed gap between the two parties.Just like harpies, human males or humanoid race males are consumables for these races that eat people but don t spit out bones.
Because the plan requires this identity. Without this identity, it would be troublesome.The Storm slowly pulled into its berth. despair The plank is lowered.
You can imagine the difficulty. Of course, corresponding to the danger is the reward.However, the research mentioned here is not to tie it to the experimental table and slice it, but to collect some flesh and blood for study, which will not harm it.
Moreover, the demon army was able to threaten the royal capital of Falcon City at this time, but they did not dare to ignore the opponent.As for adding war machinery such as crossbows and catapults, forget it.
Por Gautam Shroff