Anthropic manager Felix Rizeberg stated that the classic programming-task interview has lost its previous value: in his words, Claude solves small tasks better than candidates. Instead, he prefers to look at prototypes that demonstrate taste, empathy and principled thinking.

For newcomers this means a shift in requirements. The evaluation centers not only on technical skills but also on the ability to independently select a problem, propose a solution and show it in a working prototype. In The Decoder's paraphrase, Rizeberg also framed this approach with the phrase 'hunger matters more than tenure'.

The material is based on a single independent publication and metadata describing it rather than the full text of the original source. Therefore, it is not yet possible to determine exactly how Anthropic applies this criterion in practice or whether it applies equally to all junior candidates.