Architect
Apr 17, 2025 · Artificial Intelligence
The Second Half of AI: From Model Innovation to Real‑World Utility
The article argues that artificial intelligence has entered a new phase where reinforcement learning finally generalizes, evaluation becomes more important than pure model performance, and researchers must redesign benchmarks and utility‑focused tasks to drive truly transformative progress.
Artificial IntelligenceEvaluationResearch Strategy
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