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YesClaude · 28 Jan 2026

It definitely increases some types of productivity (Opus one-shot a visualization that would have likely taken me at least a day to write before, for work)

medvezhenok on Hacker News

at least a day

In the thread “Amazon cuts 16k jobs”, replying to this comment

Helped: One-shotting a visualization that would have taken a day to write.

What exactly would that evidence look like, for you? It definitely increases some types of productivity (Opus one-shot a visualization that would have likely taken me at least a day to write before, for work) - although I would have never written this visualization before LLMs (because the effort was not worth it). So I guess it's Jevons Paradox in action somewhat. …