Hi, it’s Azeem. Today, we explore how AI’s true power isn’t in models but in systems. DeepMind’s AlphaEvolve and OpenAI’s Codex show the shift to intelligent loops of testing and feedback, where algorithms run thousands of options, learn from what works and compound their intelligence. Meanwhile, the divide grows between AI-optimistic societies and the hesitant, with talent and investment flowing to those who refuse to wait. Let’s dive in!
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