Model Releases

We talk a lot about how important it is to set up self-verification loops. Especially in the age of powerful models that can run for long pe…

We talk a lot about how important it is to set up self-verification loops. Especially in the age of powerful models that can run for long periods of time, self-verification is a key ingredient that en

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We talk a lot about how important it is to set up self-verification loops. Especially in the age of powerful models that can run for long periods of time, self-verification is a key ingredient that enables the model to run for much longer, delivering a result that is closer to what you intended, so you can do more without having to constantly check in on Claude as it works. @delba_oliveira gives a great breakdown of what that looks like and why it matters How do you get Claude Code to check its own work before handing it back? Watch how you can encode your manual checks so Claude closes its own feedback loop:

Source: Boris Cherny (X) | 2026-06-09

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