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Ask HN: How do engineers and inventors do prior-art searches in practice?

1•wireless_eng•2h ago
For people working on inventions or standards, how do you usually approach prior-art searching?

Keyword search seems to work up to a point, but I’ve found it breaks down when the same technical idea is described very differently across patents, papers, or standards documents. I’ve also tried approaches beyond pure keyword search, but they still feel brittle for nuanced technical concepts.

Curious what people actually rely on in practice — lots of query iteration, classifications, specific tools, or something else. Would be interested in hearing what’s worked well (or badly) for others.

Velox: A Port of Tauri to Swift by Miguel de Icaza

https://github.com/velox-apps/velox
1•wahnfrieden•3m ago•0 comments

x86 prefixes and escape opcodes flowchart

https://soc.me/interfaces/x86-prefixes-and-escape-opcodes-flowchart.html
1•gaul•8m ago•0 comments

React Native for macOS

https://github.com/microsoft/react-native-macos
1•wahnfrieden•10m ago•0 comments

Dear Jonas

https://denmark.news-pravda.com/en/world/2026/01/19/19000.html
1•barrister•12m ago•0 comments

RFC: A proposal to replace API integration with LLM Semantic Translation

https://github.com/kaylorjc-protocol/semantic-integration-layer-SIL-protocol
1•kaylorjc•12m ago•1 comments

The Good Hallucinations

https://chris-hartwig.com/blog/you-want-hallucinated-code/
1•weddpros•22m ago•0 comments

Good listeners connect more easily with strangers, study finds

https://phys.org/news/2025-12-good-easily-strangers.html
1•PaulHoule•23m ago•0 comments

Flying with Photons: Rendering Novel Views of Propagating Light

https://anaghmalik.com/FlyingWithPhotons/
1•pillars•27m ago•0 comments

The Paper 2

https://zenodo.org/records/18304357
1•KaoruAK•27m ago•0 comments

F-16 Falcon Strike, modern combat flight SIM for Atari XL/XE

https://webchrono.pl/F16FalconStrike/index.html
9•starkparker•29m ago•1 comments

Keeping 20k GPUs Healthy

https://modal.com/blog/gpu-health
1•aburan28•32m ago•0 comments

Show HN: Circe – Deterministic, offline-verifiable receipts for AI agent actions

https://github.com/wv26296-ux/circe-receipts
1•W_rey45•34m ago•1 comments

CoreSpeed: Agent Runtime Infrastructure

https://corespeed.io
1•handfuloflight•35m ago•0 comments

Open Reimplementation of Google Widevine Content Decryption Module for Browsers

https://github.com/tchebb/openwv
1•pabs3•37m ago•0 comments

Idiomatic Rust – A peer-reviewed collection of Rust articles/talks/repos

https://github.com/rust-lang-nursery/rust-cookbook
2•Brysonbw•38m ago•0 comments

Gary Marcus on the Problems Facing AI and LLM Scaling – The Real Eisman Playbook [video]

https://www.youtube.com/watch?v=aI7XknJJC5Q
2•nradov•38m ago•0 comments

Spotless-Keep your code spotless

https://github.com/diffplug/spotless
1•rammy1234•40m ago•0 comments

Show HN: Artificial Ivy in the Browser

https://da.nmcardle.com/grow
3•dnmc•40m ago•0 comments

Show HN: Foom.ist: When silicon surpasses human brainpower

https://foom.ist/
1•steffs•41m ago•0 comments

Hotcrp.com: Unauthorized document access at CCS 2026

https://hotcrp.com/news/2026/security-notice-202601
2•jiegec•42m ago•1 comments

The New York Stock Exchange Develops Tokenized Securities Platform

https://www.businesswire.com/news/home/20260119300589/en/The-New-York-Stock-Exchange-Develops-Tok...
3•serial_dev•47m ago•0 comments

Two thirds of the wheat is developed by CIMMYT

https://grist.org/food-and-agriculture/green-revolution-india-wheat-seeds-climate/
2•trojanalert•48m ago•2 comments

Firehound is a repository of App Store apps exposing data from users

https://9to5mac.com/2026/01/19/firehound-huge-repository-of-app-store-apps-exposing-data-from-mil...
2•mikehotel•52m ago•1 comments

Deliberate AI Use

https://www.joshribakoff.com/blog/deliberate-ai-use/
1•joshribakoff•1h ago•1 comments

Mario Bros. In CSS (No JavaScript)

https://codepen.io/t_afif/pen/JoKYwXO
3•qingcharles•1h ago•0 comments

LLMs Outperform Data Scientists (2025)

https://presentofcoding.substack.com/p/llms-already-outperform-data-scientists
1•pajtai•1h ago•0 comments

Show HN: PublisherLens – advertising platform intelligence and analytics

https://www.publisherlens.com/
1•SongDeYu•1h ago•1 comments

LogSentinel v3.9 – Ultra-Fast Enterprise Log Analyzer with Error Intelligence

https://gum.new/gum/cmkiotta6000t04l75xh0e0i9
1•Dev_Master•1h ago•1 comments

Show HN: Username Search – Free Username Checker and Generator

https://usernamesearch.io
1•SongDeYu•1h ago•0 comments

Built a Real Life Running Man Competition. Partner with Steve Will Do It?

https://runningman.live/
2•todaycompanies•1h ago•1 comments