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.

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