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NEC Generative AI – Automating Enterprise Workflows
NEC is a pioneer of large language models (LLMs) and is at the forefront of developing innovative AI solutions for industry. Our expertise in building models and flexible AI pipelines enables the creation of generative AI applications at scale for our customers, helping us greatly improve their productivity
Intelligent assistants for complex tasks
While LLMs can revolutionize industries, they are limited in their use as autonomous assistants. To overcome this, we are building generative AI agents that act as intelligent assistants, performing complex tasks in knowledge-intensive industries that previously only people could perform.
Traditional versus generative AI – what’s the difference?
Traditional AI systems excel at analyzing data and making predictions, while generative AI creates new data similar to its training data, moving from pattern recognition to pattern creation.
Generative AI agents from NEC enhance LLMs by utilizing long-term memory retention, which enables them to follow complex directives and carry out tasks independently. Imbued with traceable memory processes, these agents can review and adjust their learning to independently improve their task actions.
Typically, AI systems are trained for specific tasks and need to be extensively retrained for new ones. This is not the case with NEC generative AI agents. Using available LLMs, a flexible AI pipeline can quickly train domain-specific agents to perform tasks as needed in a scalable, cost-efficient way.
Closer AI-human collaboration
LLMs and generative AI are prone to bias and hallucinations – a leading reason users distrust them.
At NEC, we are at the forefront of providing safe AI frameworks by developing technology that limits bias and hallucinations while helping lay a foundation for using AI in high-risk scenarios, in a reliable way.