Own Your AI Weights or Rent Them?

Episode notes

SUMMARY: Brandon and Aaron discuss the pros and cons of owning or renting your model weights. What does that mean for the Enterprise, and what should you be considering? SHOW: 1055 SHOW TRANSCRIPT: The Enterprise AI Show #1055 Transcript SHOW VIDEO: SHOW SPONSORS: Nasuni - Activate your data for AI and request a demo Topic: Own Your Weights or Rent Them? Why now? Alex Karp had a spicy CNBC segment arguing enterprises should "own their weights" rather than rent models from the big labs - sparking a widely-shared response from Jamin Ball on Clouded Judgement. Substack Past: Same shape as the "own vs. rent" debate the industry has had before - on-prem vs. SaaS, buy vs. build for ERP/CRM - just replayed one layer down, at the model layer instead of the app layer. Present: A weight file is really just a frozen snapshot that degrades in relative terms as frontier models keep improving - what actually matters is owning the RL/training loop that keeps producing better weights, not the weights themselves.

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