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Jerry Liu says frontier agents can generate training data for specialized models

1 article1 sourcesince Oct 11Last article 2h ago ·

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Jerry Liu, founder of LlamaIndex, says on X that frontier models and agents increasingly generate ground-truth data for verifiable tasks, reducing the need for human curation.

In his account, a user defines the goals and evaluations, runs agents to gather signals, and then trains specialized open-weight models against those signals.

The post is a single claim from one source. It does not include measured results, named examples, or benchmark figures.

Written by AI from the articles below · updated Oct 11, 12:44 PM ET

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Oct 11
  1. Jerry LiuX
    Frontier agents can now bootstrap ground-truth data for training specialized models

    AIJerry Liu says frontier models and agents increasingly generate ground-truth for verifiable tasks, cutting the need for human curation. He argues a user only defines goals and evals, then runs agents to gather signals and trains specialized open-weight models against them.

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