People label this resistance "mental labor." Schwartz employs precisely this terminology, and he's correct that LLMs can remove it. What he omits, because he already possesses decades of hard-earned intuition and no longer requires foundational work, is that for individuals lacking such intuition, the mental labor represents the actual work. The tedious components and crucial elements intertwine inseparably. You cannot determine which debugging session taught fundamental data understanding until years later, when working on completely different challenges and insights resurface. Serendipity doesn't originate from efficiency. It emerges from immersion within problem domains, manual engagement, creating unrequested mistakes and learning unassigned lessons.
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For instance, testing vector lengths 10, 100, 1000, and 10_000 proves more effective than 10, 11, 12, and 13.