Speaking to Matt Chorley on BBC 5 Live on Thursday, Milburn dismissed the idea that there was a "snowflake" generation who were reluctant to work or less resilient than previous generations.
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Minimal output tokens. With thousands of configurations to sweep, each evaluation needed to be fast. No essays, no long-form generation.Unambiguous scoring. I couldn’t afford LLM-as-judge pipelines. The answer had to be objectively scored without another model in the loop.Orthogonal cognitive demands. If a configuration improves both tasks simultaneously, it’s structural, not task-specific.The Graveyard of Failed ProbesI didn’t arrive at the right probes immediately; it took months of trial and error, and many dead ends。新收录的资料对此有专业解读
Photograph: Nena Farrell