Super Data Science: ML & AI Podcast with Jon Krohn 862: In Case You Missed It in January 2025
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Feb 14, 2025 
Florian Neukart, a quantum computing expert, discusses how this cutting-edge technology can revolutionize optimization across various fields. Brooke Hopkins, an engineer and entrepreneur, shares insights on her company Coval, which helps users assess AI agents using tailored metrics. They explore the challenges of understanding exponential growth in AI and the intricacies of selecting foundation models. Their conversation also delves into innovative ways to evaluate conversational agents, emphasizing the importance of context and dynamic performance metrics.
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Exponential Growth in Tech
- Technological advancements, like AI, are growing exponentially, not linearly.
- This makes it difficult to predict future trends, even for experts.
Preparing for Exponential Change
- Use "first principles thinking" to analyze exponential growth.
- Consider feedback loops in your planning to model accelerating change.
Quantum Computing in Automotive
- Volkswagen used quantum computing to optimize vehicle testing schedules.
- This complex problem is intractable for classical computers.