4 sources healthy · latest episode 9 Nov 2026
descriptive claim

Anthropic has had to balance protecting against distillation with avoiding API changes that make the user experience painful.

Unresolved speaker · How Anthropic ships the #1 LLM in the World safely: Separating the Brain from the Hands · 27 Oct 2026

In their words

The transcript segments this claim was taken from

“And actually something like how do we preserve thinking blocks across turns and make that something that's more required is something that we've explored back for a while. And what we... where we were at was we always have this really, really hard trade-off that we have to make between user experience, like user experience changes that are maybe painful for users of the API versus protection against distillation.”
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