How to Train Generative AI Using Your Company’s Data

Ivan Tert

CEO DreamTim

New mobile apps to keep an eye on

Lorem ipsum dolor sit amet, consectetur adipiscing elit tincidunt iaculis eget interdum pretium ullamcorper est dui, donec feugiat at etiam aliquam ornare parturient ut convallis gravida malesuada netus commodo hendrerit lorem sed imperdiet praesent consectetur fermentum.

Neque sodales ut etiam sit amet nisl purus non tellus orci ac auctor
Adipiscing elit ut aliquam purus sit amet viverra suspendisse potenti
Mauris commodo quis imperdiet massa tincidunt nunc pulvinar
Adipiscing elit ut aliquam purus sit amet viverra suspendisse potenti

What new social media mobile apps are available in 2022?

Lorem ipsum dolor sit amet, consectetur adipiscing elit quis ultricies sed non sodales morbi ornare non ullamcorper nulla aliquet viverra non est nulla bibendum nunc ac egestas habitant.

Neque sodales ut etiam sit amet nisl purus non tellus orci ac auctor
Adipiscing elit ut aliquam purus sit amet viverra suspendisse potenti
Mauris commodo quis imperdiet massa tincidunt nunc pulvinar
Adipiscing elit ut aliquam purus sit amet viverra suspendisse potenti

Use new social media apps as marketing funnels

Lorem ipsum dolor sit amet, consectetur adipiscing elit asit ornare odio mauris egestas tincidunt cras tincidunt adipiscing vivamus iaculis ullamcorper turpis eros, congue pellentesque pharetra, eu tempor facilisis magna sed consectetur feugiat tempus quis vestibulum praesent.

Try out Twitter Spaces or Clubhouse on iPhone

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Id odio duis est, et aliquet lectus nunc eu est ut enim tristique nunc quis pellentesque sit leo volutpat in quam cursus sit euismod feugiat.

“Nisi quis eleifend quam adipiscing vitae aliquet bibendum enim facilisis gravida neque velit in pellentesque”

What app are you currently experimenting on?

Eget lorem dolor sed viverra ipsum nunc aliquet bibendum felis donec et odio pellentesque diam volutpat commodo sed egestas aliquam sem fringilla ut morbi tincidunt augue interdum velit euismod eu tincidunt tortor aliquam nulla facilisi aenean sed adipiscing diam donec adipiscing.

Companies are increasingly exploring the use of large language and image models like ChatGPT for their knowledge management needs. These models have proven to be effective in expressing complex ideas, but they are limited in their ability to handle proprietary content. However, emerging technologies in generative AI offer new opportunities for knowledge management, enhancing company performance and innovation.

The Technology for Generative AI-Based Knowledge Management

There are three primary approaches to incorporating proprietary content into generative models. The first approach is prompt-tuning, where the original model is modified through prompts containing domain-specific knowledge. This approach is computationally efficient and does not require extensive training data.

Content curation and governance are also crucial in generative AI knowledge management. High-quality content is necessary before customizing models, and human curation ensures accuracy and relevance. Quality assurance and evaluation are important to ensure the reliability of generative AI content.

Legal and governance issues surrounding generative AI deployments are complex, but companies can involve legal representatives in the creation and governance process. Confidentiality and privacy concerns can be addressed through private instances of models and advanced safety features.

Shaping User Behavior

Shaping user behavior is essential for successful generative AI-based knowledge management. Companies should promote transparency and accountability while providing training on how to effectively incorporate generative AI capabilities into tasks.

“Everything Is Moving Very Fast”

The field of generative AI is rapidly evolving, with new models and approaches being introduced regularly. Companies must be prepared to adapt their strategies to keep up with the latest advancements.

Despite the challenges, the benefits of generative AI for knowledge management are significant. The ability to easily access and utilize important knowledge can enhance productivity and innovation within organizations. Generative AI is the technology that is finally making this vision a reality.

‍