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Fundamentals of AI, Part 1 | 148

Amith Nagarajan and Mallory Mejias Episode 148

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0:00 | 39:12

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AI may feel like it arrived overnight, but its foundations have been decades in the making. In part one of a refreshed Foundations of AI series, Amith Nagarajan and Mallory Mejias unpack the essential concepts association leaders need to understand in today’s rapidly evolving AI landscape. They trace the convergence of compute, data, and algorithms that fueled the generative AI boom, challenge assumptions about whether we’ve already reached some definitions of AGI, and explain the difference between training and inference. They also break down large language models, multimodality, open versus closed models, and the weights that form the heart of artificial neural networks. Along the way, Amith makes the case for building flexibility into your AI strategy as models and inference providers continue to change at breakneck speed. Whether you’re new to AI or ready for a fundamentals refresh, this episode provides a practical foundation for understanding what’s happening under the hood—and why it matters for associations.
 
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🛠 AI Tools and Resources Mentioned in This Episode:
Claude ➔ https://claude.ai
Claude Code ➔ https://claude.com/product/claude-code
ChatGPT ➔ https://chatgpt.com
Gemini ➔ https://gemini.google.com
Gemma ➔ https://deepmind.google/models/gemma
Kimi ➔ https://kimi.com
Fireworks AI ➔ https://fireworks.ai
Cerebras ➔ https://www.cerebras.ai

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Amith Nagarajan is the Chairman of Blue Cypress, a family of purpose-driven companies and proud practitioners of Conscious Capitalism. The Blue Cypress companies focus on helping associations, non-profits, and other purpose-driven organizations achieve long-term success. Amith is also an active early-stage investor in B2B SaaS companies. He’s had the good fortune of nearly three decades of success as an entrepreneur and enjoys helping others in their journey.

https://linkedin.com/amithnagarajan

Mallory Mejias is passionate about creating opportunities for association professionals to learn, grow, and better serve their members using artificial intelligence. She enjoys blending creativity and innovation to produce fresh, meaningful content for the association space. Mallory co-hosts and produces the Sidecar Sync podcast, where she delves into the latest trends in AI and technology, translating them into actionable insights.

https://linkedin.com/mallorymejias