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Concept

Proliferation of specialized, post-trained models

The guest argued that enterprises will create many specialized models by post-training commodity open models for their high-volume, proprietary tasks, leading to a proliferation of models.

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The Callback

Open source LLMs squeeze frontier lab margins

23 weeks between these two statements.

Then

The speaker argued that both proprietary 'models-as-a-product' and open-source 'models-as-a-technology' are necessary and will thrive together.

ALL-IN WITH CHAMATH, JASON, SACKS & FRIEDBERG · 19 MAR 2026 · 10:20Open in Zortix →
Now

The guest argued that enterprises will create many specialized models by post-training commodity open models for their high-volume, proprietary tasks, leading to a proliferation of models.

THE TWENTY MINUTE VC · 29 AUG 2026 · 2W AGO · 12:00
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NOT INVESTMENT ADVICE · A SUMMARY OF WHAT WAS SAID ON THE PODCAST · VERIFY AGAINST THE SOURCE