惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

M
MIT News - Artificial intelligence
罗磊的独立博客
Hugging Face - Blog
Hugging Face - Blog
Apple Machine Learning Research
Apple Machine Learning Research
Last Week in AI
Last Week in AI
S
SegmentFault 最新的问题
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
美团技术团队
人人都是产品经理
人人都是产品经理
WordPress大学
WordPress大学
The Cloudflare Blog
IT之家
IT之家
雷峰网
雷峰网
小众软件
小众软件
博客园 - 叶小钗
博客园 - 聂微东
爱范儿
爱范儿
博客园 - 司徒正美
博客园 - 三生石上(FineUI控件)
V
Visual Studio Blog
博客园 - 【当耐特】
V
V2EX
博客园_首页
T
Tailwind CSS Blog

Hacker News: Ask HN

The New Window Delete ChatGPT Atlas Spyware Tell HN: Qwen Free Tier Is Discontinued Ask HN: SeedLegals Partnerships in London, worth it? Ask HN: How to highlight talent from untraditional backgrounds? Ask HN: We dont need a programming language now? Durable Object alarm loop: $34k in 8 days, zero users, no platform warning What if Time at the subatomic level has multiple arrows? How to add MidnightBSD Key to UEFI Secure Boot DBX? (Revoked and Forbidden Keys) Ask HN: What's your experience working at xAI as an AI tutor? Any engineers here with experience of clinical data standards? Ask HN: Who is using OpenClaw? Agent Skills for Software Test Automation Ask HN: Who needs contributors? Claude Code is thinking too much Ask HN: What Is the Big-O Order of a Jigsaw Puzzle? Ask HN: Stepping into a new role as a Senior, mentoring dos and dont's? Founder from Zurich heading to SF and Austin for the first time Hacker News No Manual Screenshots: I Built a Scalable Screenshot API Using Cloud Playwright Ask HN: Thought experiment: AGI giving us answers we don't like? Ask HN: I quit my job over weaponized robots to start my own venture 1% Vacancy, 81% Preleased: Where Midmarket Compute Deploys in 2026 Ask HN: Preferred pricing model for sound effects libraries? Copy of the email I sent to my undergraduate professors on Nov 30, 2025 Model API Performance | Hacker News Ask HN: Are open-weight LLMs the new offline encyclopedias? Valgrind 3.27 RC1 is out Claude Code OAuth down for >12 hours Ask HN: What's Better?–Tauri or Electron?
Ask HN: How do you model temporarily invalid data structures
escot · 2026-05-27 · via Hacker News: Ask HN

Like you say, there's a fair bit of nuance. Data representations that prevent invalid states being represented are extremely helpful in many domains. I'd strongly recommend making invalid states impossible to represent for schemas at external interface boundaries - although that could also create problems if the definition of what's valid changes over time!

A niche example of this kind of thing is when solving commercial/industrial combinatorial optimisation problems. Maybe the goal is to maximise profit or minimise capex subject to a large number of constraints. Sometimes it is intractable to solve the true problem, but there's some approximation of the problem by relaxing one or more constraints that's much easier to solve. In some of these business contexts its completely OK if the optimiser ran overnight before spitting out a solution, provided it found a 5% better one. In that setting it'd be natural to decouple the internal representation(s) of a black box optimiser from the high-level way you represent the true problem & its solutions elsewhere in the system.

Some of these systems might end up feeling a little like a compiler toolchain - high level descriptions of problems & solutions that get transformed into / recovered from lower level implementation-specific representations.

If your context has high performance needs, e.g. needing to solve the problem 30 times per second in a real-time game or control system, or react as quickly as possible in a low-latency trading system, maybe it could be less of a good tradeoff to introduce avoidable copying of data between a strict correct representation & a relaxed representation. Could write the clean thing first & then profile and see if the overhead of copying is relevant. If the representation of your solution is small, there probably isn't that much overhead in copying it, unless your performance needs are extreme or your hardware is severely limited.