# The One-Step Trap in AI Research: Short-Term Focus Hazards

Researchers have identified a cognitive bias in AI development where teams prioritize immediate, single-step improvements over long-term system goals. This pattern can lead to brittle or misaligned AI systems. Recognizing this trap is critical for fostering more robust and future-proof AI research.

**Importance:** 3/5

## Sources

### Technology
- [Hacker News](http://incompleteideas.net/IncIdeas/OneStepTrap.html) — Sun, 12 Jul 2026 18:41:15 +0000