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Why do we keep gravitating toward complexity?

news.ycombinator.com Kyrylo Silin 2025-09-29 12:02:31

The Great Pyramids took decades to build. It was a monumental feat of human ingenuity and collaboration. Today, we software developers erect our own pyramids each day - not from stone, but from code. Yet despite far more advanced tools, these systems don’t always make the experience better. So why, when KISS (Keep It Simple, Stupid) is a well-known mantra, do we keep gravitating toward complexity? Marketing > Simplicity Sell me this pen: ✎ What? You don’t know how? Okay, instead, sell me this

Topics: build complexity developers just pyramids
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I unified convolution and attention into a single framework

news.ycombinator.com Kim 2025-10-01 10:02:27

The operational primitives of deep learning, primarily matrix multiplication and convolution, exist as a fragmented landscape of highly specialized tools. This paper introduces the Generalized Windowed Operation (GWO), a theoretical framework that unifies these operations by decomposing them into three orthogonal components: Path, defining operational locality; Shape, defining geometric structure and underlying symmetry assumptions; and Weight, defining feature importance. We elevate this f

Topics: complexity data defining generalization gwo
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You're Not Interviewing for the Job. You're Auditioning for the Job Title

news.ycombinator.com Ibrahim Diallo 2025-10-19 23:31:37

I once had a job interview for a backend position. Their stack was Node.js, MySQL, nothing exotic. The interviewer asked: "If you have an array containing a million entries, how would you sort the data by name?" My immediate thought was: If you have a JavaScript array with a million entries, you're certainly doing something wrong. The interviewer continued: "There are multiple fields that you should be able to sort by." This felt like a trick question. Surely the right answer was to explain w

Topics: answer complexity interview interviews job
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What Is Complexity in Chess?

news.ycombinator.com Unknown 2025-10-24 11:45:33

Pacto Visual May 2020 an interesting proposal was suggested. I provided some constructive criticism on research paper A Metric of Chess Complexity by FM David Peng, as well as constructive criticism on the codebase used to validate this experiment. For many months I have refrained from further comment, and although code has not progressed, two things have: 1. Public interest in "complexity" as determined by ACPL (yuck). 2. Lichess has a blogging platform where I can properly address deficien

Topics: chess complexity players positions stockfish
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Designing Software in the Large

news.ycombinator.com David Foster 2025-12-01 08:25:58

Designing Software in the Large Software75 Jul 22, 2025 – Filed as: A Philosophy of Software Design is my favorite book I’ve read to date about designing large long-lived maintainable software programs. Here’s what I learned: Complexity Complexity is anything related to the structure of a software system that makes it hard to understand & modify the system. Symptoms of complexity: Change Amplification - A seemingly simple change requires code modifications in many different places. High Cog

Topics: code complexity modules obscurity software
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The AI complexity paradox: More productivity, more responsibilities

zdnet.com Joe Mckendrick 2026-02-08 00:04:27

peepo/Getty Images Does artificial intelligence (AI) make working life easier or complicated? Experts suggest the answer depends on the context. In a recent IDC-hosted interview, SIAC CEO Toni Townes-Whitley described AI as the ultimate weapon against system complexity, noting that her company is employing AI to reduce tech complexity in some of the most complex technology environments on the planet -- within the US Department of Defense. Also: Amazon's Andy Jassy says AI will take some jobs

Topics: ai complexity said systems teams
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Primitive Kolmogorov complexity is computable

news.ycombinator.com Unknown 2026-02-24 15:58:06

/ 5 min read This post is mostly AI generated, of course with significant guidance, feedback, iteration and some edits from me. There was little for me to gain writing this myself, but I felt it needed to be written down regardless. Kolmogorov complexity and Solomonoff's theory of inductive inference offer formal, theoretical solutions to measuring complexity and forming predictions. However, both are uncomputable, a fact that is often treated as having significant implications in computabilit

Topics: complexity function functions primitive recursive
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Meta-analysis of three different notions of software complexity

news.ycombinator.com Unknown 2026-03-17 12:54:45

A meta-analysis of three different notions of software complexity I want to discuss three different notions of software complexity: Rich Hickey’s notion of complexity, as explained in his talk Simple Made Easy. John Ousterhout’s notion of complexity, as explained in his book A Philosophy of Software Design. Zach Tellman’s notion of complexity, as explained in his newsletter Explaining Software Design. I’ve picked these three because I’ve found them to be at least somewhat coherent, and the

Topics: code complexity hickey ousterhout software
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