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  • Square Theory

    Posted: 2025-05-27 15:33:55

    Scott Aaronson introduces "Square Theory," a playful yet insightful analogy for theoretical computer science research. He compares the field to exploring a vast grid of squares, each representing a possible computational model or problem. Some squares are "brightly lit," representing well-understood areas like classical computation. Others are shrouded in darkness, symbolizing open questions like P vs. NP or the nature of quantum computation. Researchers "shine flashlights" into the darkness, sometimes illuminating adjacent squares and revealing connections, other times stumbling upon entirely new, unexpected landscapes. The central idea is that progress is often made incrementally, expanding our understanding outward from established knowledge, and that even seemingly small advances can illuminate larger swaths of the unknown.

    Summary of Comments ( 77 )
    https://news.ycombinator.com/item?id=44107942

    Hacker News users discuss Aaronson's "Square Theory" post, mostly focusing on its playful, philosophical nature. Several commenters appreciate the thought-provoking, though admittedly "silly," premise and its exploration of mathematical and computational concepts through a simplified lens. Some highlight the parallels to Conway's Game of Life and cellular automata, while others delve into the implications for computational complexity and the potential universality of such a system. A few find the concept less engaging, describing it as trivial or underdeveloped. There's also a thread discussing the possibility of implementing Square Theory in various programming languages.