In today's competitive business environment, corporations constantly look for ways to innovate and stay ahead of the curve. Many professionals in research, writing, or varying business roles are turning to solutions like ChatGPT or Google's Bard to enhance their ability to conduct research at scale and then summarize it. However, more and more frequently, professionals using AI to conduct research and write are experiencing ChatGPT “hallucinations." These hallucinations cite made-up information and have resulted in the loss of professional licenses, jobs, and prestige for those who have submitted work products that include the hallucinations.
Hallucinations in the context of language models like ChatGPT refer to situations where the model generates plausible-sounding responses but are factually incorrect, nonsensical, or unrelated to the input. These hallucinations occur because language models like GPT-3.5 lack true understanding and only create responses based on patterns and associations learned from the training data.
There are several reasons why hallucinations occur in AI language models:
The presence of hallucinations emphasizes the crucial role of human expertise and annotated references in using language models effectively and responsibly.
While language models like ChatGPT can be powerful tools, they are not infallible and should always be used with human expertise. Ensuring that human expertise is always consulted is critical to ensure the highest quality of outputs and minimize the risk of spreading misinformation.
One way to do this is to contract with academic researchers.
Academic researchers are constantly conducting cutting-edge research that can significantly benefit corporations. They have specialized expertise in various areas, including engineering, science, medicine, and business. By working with academic researchers, corporations can tap into new ideas and perspectives, developing new products, services, and processes.
In addition to the benefits of access to cutting-edge research and specialized expertise, contracting with academic researchers can also help corporations to improve their reputations. By working with academic researchers, corporations can demonstrate their commitment to innovation and willingness to invest in research and development.
Of course, there are also some challenges associated with contracting with academic researchers. For example, finding academic researchers working on suitable topics can be challenging. Additionally, managing the relationship between the corporation and the academic researchers can be difficult. However, the benefits of contracting with academic researchers outweigh the challenges.
Fortunately, NotedSource is a platform that connects businesses with a network of highly qualified academics and professors for short-term R&D projects. The NotedSource platform matches businesses with the right academic experts for their specific needs. The platform also provides several features that make it easy for companies to manage projects, communicate with team members, and track progress.
As innovation accelerates, more corporations will likely turn to AI language models. By engaging academic researchers, businesses can also ensure that they mitigate the risk associated with AI while still using the latest in tech and research to develop new products, services, and processes.