The Little AI Models That Could | 130

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This week on Sidecar Sync, Amith Nagarajan and Mallory Mejias trace one of the biggest stories in AI: how cutting-edge intelligence keeps getting compressed into smaller, faster, cheaper models. From GPT-4-era pricing to today’s open models like Gemma 4, they unpack the forces driving this shift, including distillation, mixture-of-experts architectures, quantization, and Google Research’s new TurboQuant breakthrough. Along the way, they explore what this means for associations: lower costs, better knowledge assistants, hybrid AI systems, and a future where organizations that start learning now will be far better positioned to capitalize on an era of abundant, inexpensive intelligence.

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🛠 AI Tools and Resources Mentioned in This Episode:
Gemma 4 ➔ https://deepmind.google/models/gemma/gemma-4/
Gemini ➔ https://gemini.google.com
Claude ➔ https://www.anthropic.com/claude
NotebookLM ➔ https://notebooklm.google.com
DeepSeek ➔ https://www.deepseek.com
Llama ➔ https://www.llama.com
Mistral ➔ https://mistral.ai/en/
Artificial Analysis ➔
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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