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Over the next few years, generative AI will develop human-like content creation capabilities to facilitate digital content creation.
This means that an entire infrastructure and ecosystem based on generative AI may emerge to facilitate access to models and services for those without technical expertise, writes Daniel Jiang, general manager of Alibaba Cloud Intelligence Middle East, Turkey and Africa.
It also empowers everyone to increase their efficiency and productivity through technology that complements their existing skills and knowledge.
advances in artificial intelligence
Advances in artificial intelligence will reshape manufacturing, retail, finance, marketing, media, and many other established industries. However, innovation driven by technological advancements and specific applications across a wide range of industries has become an irreversible trend, often with good results.
I believe we should also be open to generative AI, as developments in the months and years ahead may bring advances to society as a whole. This is growing in popularity in most parts of the world, including the UAE and the Middle East, Europe and the Americas.
Generative AI gets creative
The beauty of generative AI is that, rather than analyzing existing data, it creates new original content based on machine learning algorithms trained on previous work. Developers have used it to generate images or text, write code, draw and illustrate, and even create video and sound. Of course, it’s not perfect, and it often yields mixed results.
it also has a sixth sense
Just as humans have developed multiple senses to explore, enjoy and survive the world, AI has been able to learn from different sources to achieve evolution.
Multimodal pretrained models combine different types of data, including image, text, speech, and numerical data, to understand the world. By doing so, they enter the field of artificial intelligence. Unlike their single-module predecessors, these AI models will gobble up many different types of data and process them simultaneously, bringing new levels of speed and accuracy to many applications.
This can have a positive impact on organizations in terms of processing and understanding data, sharing information, enhancing internal operations, and even simplifying and optimizing the customer experience.
AI Today Is A1 for Productivity Improvement
Multimodal pretrained models outperform unimodal models in understanding, extracting, generating, and answering questions. By giving companies access to advanced models and data analytics, multimodal pre-trained models can help improve enterprise productivity, agility and efficiency in today’s and tomorrow’s digital economy.
Artificial intelligence helps to better understand the cloud
Today, more and more companies are migrating to the cloud. However, the cloud is becoming a patchwork of integrated services that are now increasingly difficult to separate. It can be difficult to navigate, and even cloud experts can only absorb and retain so much information at one time. As hiring capable IT staff becomes more challenging and there is a shortage of cloud talent, you can understand why more and more cloud service providers are using AI techniques to reduce complexity and manage cloud deployments more effectively.
AI is gaining momentum
To improve the efficiency of AI processing, a new computer architecture called “in-memory processing” has emerged. Traditional computer system architectures use separate processors and memory units to perform data processing tasks.
This requires a constant transfer of data back and forth between the processor and main memory. In-memory processing overcomes data transfers by bringing processing directly to where the data is stored, reducing power consumption and increasing system performance. Developers have been building in-memory computing chips that power a wide range of artificial intelligence applications, from virtual and augmented reality to computing astronomical data.
Generative AI will “find” a place to coexist with other established technologies. I believe that as it matures, it will complement the skills of the human workforce, helping us all to be more productive and creative in the workplace or at home. — trade arab news agency
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