AI RESEARCH
Computer Architecture's AlphaZero Moment: Automated Discovery in an Encircled World
arXiv CS.LG
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ArXi:2604.03312v1 Announce Type: cross The end of Moore's Law and Dennard scaling has fundamentally changed the economics of computer architecture. With transistor scaling delivering diminishing returns, architectural innovation is now the primary - and perhaps only - remaining lever for performance improvement. However, we argue that human-driven architecture research is fundamentally ill-suited for this new era.