The Enterprise AI Show

The Enterprise AI Show explores the AI journey for Enterprise companies around the world. [formerly The Cloudcast]

As the AI revolution moves from experimentation to execution, The Enterprise AI Show provides the clarity needed to lead. Join Aaron Delp and Brian Gracely as they explore the intersection of generative AI, enterprise systems, and global business strategy. Each episode features clear-headed conversations with the people making actual decisions—founders, investors, and practitioners—focusing on the technical architectures and business models that drive real-world ROI.

New shows every Wednesday and Sunday.

Topics: Enterprise AI strategy · The AI Economy · LLMs in production · AI leadership · Agentic AI · Digital Sovereignty · Machine Learning · AI startups · Cloud Computing

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The Enterprise AI Show

Do You Even Need That Trillion-Parameter Model?

August 05, 2026 • Massive Studios

0:00 | 15:22

SUMMARY: We continue our Models and Money series. In this episode, Brian and Aaron explore the current state and future of AI models, focusing on model size, model harnessing, and intelligent model routing. They discuss whether bigger models are always better, the economics of AI, and how enterprise applications can benefit from tailored AI solutions.

SHOW: 1051

SHOW TRANSCRIPT: The Enterprise AI Show #1051 Transcript

SHOW VIDEO: https://youtu.be/tkJmeazn8Bs

SHOW SPONSORS:

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Topic: When will the models/harnesses be good enough?

Why now? Benchmark Maxxing - cost to build/host/maintain 1+ trillion parameter model
Past: The “wow” moments in versions really stopped around GPT4… (maybe?)
Present: Race to the top/bottom, millions spent to gain SOTA for a few days
Future: Will the pendulum swing back? Will bigger/faster always rule?

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