Orchestrating Enterprises with Data and AI with Palantir CTO Shyam Sankar
Sep 28, 2023
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Palantir's CTO discusses the power of ontology, AI integration, and Large Language Models (LLMs). They explore how Palantir's platform solves varied industry problems, expedites Generative AI, and operationalizes AI beyond chat interfaces. The podcast also touches on the unique culture at Palantir and the exploration of AI in biology and the financial market.
Palantir's problem-solving approach involves working closely with customers to develop solutions based on empirical evidence.
Having a comprehensive ontology is crucial for effective data integration and leveraging the power of large language models.
Integrating large language models into existing applications can revolutionize user experiences and decision-making processes.
Deep dives
The Importance of Understanding Technological Disruption
The podcast episode emphasizes the importance of understanding technologically-enabled disruption and how investing in innovation starts with this understanding. It explores how ARK Invest, as a registered investment advisor, focuses on disruptive innovation and offers an intellectual discussion on the topic. By comprehending the impact of innovation, individuals and organizations can make informed investment decisions and navigate the rapidly changing technological landscape.
Palantir's Problem Solving Approach and Misconceptions
The podcast discusses Palantir's problem-solving approach, highlighting the misconception that the company operates as a traditional consulting firm. Instead, Palantir's product development strategy involves working closely with customers in the field, understanding their problems, and developing solutions based on empirical evidence. The analogy of training a neural network through backpropagation is used to explain how Palantir back-solves problems to create effective products and solve deep-rooted issues. The aim is to address fundamental problems that customers face and provide sustainable solutions.
Ontology and the Value of Data Integration
The podcast examines the importance of ontology, a comprehensive model that represents the nouns and verbs of a business and the actions that can be performed. It highlights how ontology is crucial for integrating data effectively and ensuring the smooth operation of software solutions. The discussion emphasizes the value of having a robust backend API infrastructure, a type-safe data model, and clean data integration to enable generative AI and leverage the power of large language models.
Generative AI and the Future of Applications
The podcast explores the potential of generative AI, particularly in the application layer of software development. It highlights how the integration of large language models (LLMs) into existing applications can revolutionize user experiences and decision-making processes. The discussion emphasizes the value of strong backend APIs and data models in creating seamless integration between LLMs and existing applications. This approach can enhance productivity, automate complex tasks, and unlock new opportunities across various industries.
Ginkgo Bioworks and the Power of Bioengineering
The podcast touches on Ginkgo Bioworks' mission to make biology easier to engineer and its potential for transforming various industries, including manufacturing and healthcare. The discussion highlights the company's ability to program cells and utilize generative AI to accelerate bioengineering processes. By leveraging their robotic foundry, Ginkgo Bioworks can automate DNA manipulation, improve efficiencies, and enable rapid prototyping in the field of synthetic biology, paving the way for groundbreaking advancements in drug development, environmental management, and more.
On today’s episode of FYI, we delve into the world of Palantir, the data integration and analytics company, as we discuss their platforms and their application across numerous industries. Joining Next Generation Internet Director of Research Frank Downing, and CEO Cathie Wood on the show is Shyam Sankar, Palantir’s Chief Technology Officer. Together, they explore the power of ontology, the integration of artificial intelligence (AI), and the immense potential of Large Language Models (LLMs). From revolutionizing the way businesses make decisions to uncovering new frontiers in biology and manufacturing, this episode explores the ever-evolving landscape of technology.
