Senior Specialist for Artificial Intelligence and Machine Learning at Alteryx, Jupiter Bach, discussed the democratization of generative AI and the empowerment of business users with large language models. Bach highlighted the benefits of large language models and how they can be trained on private data. He also presented a solution for making generative AI more accessible within organizations.
Alteryx, a data analytics company, specializes in data analytics and has a global presence. Bach emphasized the power of generative AI and its potential to revolutionize various industries. He shared a study from McKinsey that highlighted the value and impact of generative AI.
Bach explained the process of fine-tuning large language models and the importance of training them on specific data to align with the company’s vision. He introduced Alteryx’s platform, which allows businesses to democratize generative AI by enabling business users to build and experiment with their own models.
By democratizing generative AI, businesses can identify high-value use cases and leverage the productivity and innovation capacity of their employees. Bach emphasized the need for businesses to tap into the potential of generative AI and find use cases that align with their goals.
Bach also discussed the challenges and risks associated with generative AI, such as privacy concerns and the need for data control. He highlighted the importance of data privacy and controllability when training large language models.
In conclusion, Bach emphasized the role of Alteryx’s platform in democratizing generative AI and empowering business users. He encouraged businesses to explore the possibilities of generative AI and leverage its potential to drive innovation and productivity.
