The idea is simple: Better AI helps build even better AI. Keeping that process under control could be much harder.

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Tencent Hy4 preview uses a recursive self-improvement loop that boosted its own inference throughput by 31.8%. The 770-billion-parameter open-weight model runs on Apache 2.0 licensing, but API calls ...

What a 23% kernel speedup tells us about whether AI can improve itself and how to quantify the gains. In 2025, Google DeepMind’s AlphaEvolve, an AI system that discovers algorithms, found a way to ...

Human brains can't compute endless loops, so we rely on public cues and shared signals—eye contact, rituals, news headlines—to establish common knowledge without consciously working through each ...