An arched gateway inscribed with WHY, two rods of different length and color on the ground

From Anthropic's Alignment Research to a Prompt Design Insight

TL;DR: Anthropic’s alignment research shows that teaching a model why works better than teaching it what — misalignment dropped from 22% to 3%. This post breaks down four experiments and distills three lessons you can use in prompt design. I ran an A/B test comparing two prompt strategies. One group got positive examples — “do it like this.” The other got no examples. Instead, the AI had to explain why a choice was correct before acting on it. ...

2026-05-14 · 7 min · Alex Wang