Microsoft has recently launched plugins for its large language models (LLMs) that are offered on Azure. This implements an open plugin approach that was used to create the recently released ChatGPT beta. Developers will now have the ability to construct plugins that work across Microsoft’s service offerings such as ChatGPT, Bing, Dynamics 365 Copilot (in preview), and Microsoft 365 Copilot (in preview). Additionally, they can create experiences that allow people to use the most intuitive human interfaces with their AI apps.
These plugins are external services that supplement the primary large language model. Rather than having to completely retrain or fine-tune the model, users can simply implement different kinds of models that connect with the existing foundation model. This allows for greater flexibility and can shift the LLM into a specialized solution.
OpenAI’s plugin model which is utilized by Microsoft has both advantages and disadvantages. On one hand, it simplifies the process of using the model as it eliminates the need to continually switch back and forth between prompts. However, for consumer services, users may experience certain limitations as they are required to select the plugin they want to use before providing the prompt. The situation is improved for people who are trained in their job or have the appropriate context.
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Satya Nadella is the CEO of Microsoft and was appointed in 2014. He has been overseeing the company’s strategic expansion from traditional software into cloud-based services and artificial intelligence. Since Nadella became CEO, Microsoft’s shares have tripled, and the company is now the world’s most valued publicly traded business. He was named Time Magazine’s Business Person of the Year for 2020 and is credited with leading Microsoft through the pandemic and successfully transitioning its employees and services to stay ahead of the competition.