AI Frontier Lectures

Apr 24, 2025 · Artificial Intelligence

Why AI’s Second Half Is About Products, Not Just Models – A Deep Dive

The article argues that AI is entering a new phase where defining real‑world tasks and robust evaluation outweigh pure model improvements, highlighting the rise of reasoning‑augmented reinforcement learning, the need for product‑oriented thinking, and the shortcomings of current i.i.d. benchmark practices.