CLAIM-2026-10-14-04

The paper reports that scaling compute helps most through prompt design, with exploration-nudging prompts improving performance by up to 5.8% at 10% higher cost.

Why it matters

The cheapest lever is the one you own. Prompting beats buying compute here, which also means the result is not reproducible across teams that prompt differently.

Sources

• arxiv2026when