New benchmarks show semantic code graphs helping coding agents find change locations faster and complete updates more ...

Before releasing AI answers into reality, monitor the moving phase transition boundaries. AI seems to get smarter the more inference is layered. Larger models, longer chains of thought, more ...

Biological systems are distinguished by “metaproperties” such as robustness or multifunctionality. We show that the metaproperty of adaptability naturally emerges when tunable synthetic materials are ...

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The Self series always converges in 2 steps The tail settles with a finite witness N=2 The convergence point is unique, and all prime pairs are determined Structurally guarantees the existence of ...

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