Smart Talks with IBM: The power of Granite in business
Sep 25, 2024
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Maryam Ashoori, Director of Product Management at IBM’s watsonx.ai, dives into the transformative effects of AI in business. She discusses the shift from large, general-purpose models to customizable ones that fit specific needs. The importance of transparency, especially with emerging technologies like Granite, is highlighted. Ashoori emphasizes how open-source technology enhances safety and fosters innovation while also revealing how AI has seamlessly integrated into everyday life, enhancing operational efficiency and customer care.
The podcast emphasizes the transition from large AI models to smaller, customizable models, highlighting their efficiency for specific business needs.
Granite by IBM is showcased as a transformative enterprise model that enhances operational transparency and addresses real-world business challenges.
Deep dives
The Concept of Openness in AI
The discussion centers around the transformative concept of openness in artificial intelligence, highlighting its various interpretations. Openness encompasses not just open source code and data but also the creation of an inclusive ecosystem that encourages diverse perspectives and transparency in AI processes. The goal is to reshape industries by fostering innovation and redefining the capabilities of AI technologies. This exploration of openness aims to provide a comprehensive understanding of how collaborative efforts can lead to new possibilities across various sectors.
Granite: A New Paradigm for Enterprises
Granite is introduced as IBM's flagship model designed for enterprise applications, emphasizing its potential to enhance operational transparency and efficiency. The model addresses real-world challenges faced by businesses, particularly in customer care realms where AI can significantly improve response times and accuracy. Enterprises are shifting from experimentation with large generative AI models to deploying smaller, customized models that leverage proprietary data, ultimately delivering high performance at reduced costs. This strategic movement showcases how Granite can transform operational capabilities while minimizing challenges such as latency and energy consumption.
Navigating the Future of AI Models
The future of AI is seen as evolving toward models that can reason, plan, act, and reflect, going beyond the capacities of current large language models. The discussion highlights the importance of agile adoption of AI technologies, encouraging businesses to experiment and learn continuously to remain competitive. Organizations are advised to identify areas where AI can drive benefits, ensure they have quality data, and evaluate regulations surrounding AI use. The ultimate goal is to harness the potential of generative AI to enhance productivity, highlighting the transformative role of AI in the enterprise landscape.
As the scale of artificial intelligence continues to evolve, open technology like many of IBM’s Granite models are helping enhance transparency in AI and improve efficiency across businesses. In this episode of Smart Talks with IBM, Jacob Goldstein sat down with Maryam Ashoori, the Director of Product Management and Head of Product for IBM’s watsonx.ai, where she spearheads the product strategy and delivery of IBM’s watsonx Foundation Models. Together, they explored the shift from large general-purpose AI models to smaller, customizable models tailored to specific needs.
This is a paid advertisement from IBM. The conversations on this podcast don't necessarily represent IBM's positions, strategies or opinions.