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Why most AI coding benchmarks are misleading (COMPASS paper)

https://arxiv.org/abs/2508.13757
4•jmeaden•1h ago

Comments

jmeaden•1h ago
Hi, I’m one of the authors. Happy to answer questions about the dataset (LLM coding performance compared to 390k+ human submissions), the scoring approach, or the methodology behind COMPASS. Feedback and critique are welcome.

Supernatural Sightings After a Flood

https://oxfordamerican.org/magazine/issue-130-fall-2025/gobsmacked
1•gmays•26s ago•0 comments

91% of Central Banks are working on CBDCs, but will not use blockchain

https://illya.sh/threads/@1756336264-1.html
1•iluxonchik•2m ago•1 comments

Intel Arc Celestial dGPU seems to be first casualty of Nvidia partnership

https://www.notebookcheck.net/Intel-Arc-Celestial-dGPU-seems-to-be-first-casualty-of-Nvidia-partn...
3•LorenDB•6m ago•0 comments

AI: Five charts that put data-centre energy use into context

https://www.carbonbrief.org/ai-five-charts-that-put-data-centre-energy-use-and-emissions-into-con...
1•RyanShook•10m ago•0 comments

Music-Map – Find Similar Music

https://www.music-map.com/
2•alexmolas•12m ago•1 comments

What Elm Taught Me About React's UseReducer

https://cekrem.github.io/posts/the-discipline-of-constraints-elm-usereducer-lessons/
2•GarethX•13m ago•0 comments

Prevent Scrollbar Jump

https://gomakethings.com/prevent-scrollbar-jump/
1•eustoria•14m ago•0 comments

The Invisible Character That Cost Me Too Much Debugging Time

https://blog.dochia.dev/blog/the-invisible-character/
16•ludovicianul•14m ago•0 comments

Show HN: I built a distributed key-value store in Rust (~2K LOC)

https://github.com/PABannier/nanokv
1•el_pa_b•14m ago•0 comments

Show HN: A new open-source browser with Android TEE based enforcement for agents

https://github.com/wootzapp/wootz-browser/pull/373
1•sandGorgon•15m ago•0 comments

The HTML Hobbyist Webring

https://webring.htmlhobbyist.com/
1•eustoria•15m ago•0 comments

Effort.jl: a fast emulator for the Effective Field Theory

https://iopscience.iop.org/article/10.1088/1475-7516/2025/09/044
1•doener•16m ago•0 comments

Keep Thinking

https://twitter.com/claudeai/status/1968705632095158393
1•tosh•16m ago•0 comments

Show HN: I built Savr – A local first alternative to Pocket

https://github.com/jonocodes/savr
1•jonotime•16m ago•0 comments

Supply Chains and Watering Holes

https://cryptography.dog/blog/back-to-watering-holes/
1•cratermoon•17m ago•0 comments

AI medical tools found to downplay symptoms of women, ethnic minorities

https://arstechnica.com/health/2025/09/ai-medical-tools-found-to-downplay-symptoms-of-women-ethni...
3•doener•18m ago•1 comments

Meshtastic Python CLI checks for an upgrade each time it is run

https://www.hydrogen18.com/blog/meshtastic-python-cli-checks-for-upgrade-each.html
1•sidewndr46•20m ago•0 comments

Study: Probability of extraterrestrials in the Milky Way low

https://www.heise.de/en/news/Study-Probability-of-extraterrestrials-in-the-Milky-Way-extremely-lo...
2•LordGrey•20m ago•1 comments

Every AI agent is learning the same things. Shared memory changes that

https://st.im/posts/the-hive-mind-hypothesis/
1•st-msl•21m ago•0 comments

US firms pledge £150B investment in UK as tech deal signed

https://www.bbc.co.uk/news/articles/cx2nllgl3q7o
1•denysonique•21m ago•0 comments

How Vapor Chambers Cool New iPhone 17 Models

https://spectrum.ieee.org/iphone-17-pro-vapor-chamber
3•pseudolus•22m ago•0 comments

A Conversation with Arthur Whitney

https://queue.acm.org/detail.cfm?id=1531242
1•tosh•23m ago•0 comments

Ask HN: Does anyone else notice YouTube causing 100% CPU usage and stattering?

7•NooneAtAll3•24m ago•1 comments

Keeping your loved ones close by one click

https://chromewebstore.google.com/detail/do-it-for-her/aeegnchjplpjkpnjfafknclgaefjcokl
1•javierbuilds•24m ago•0 comments

Application vs. Database: Where Should Permissions Live?

https://mergify.com/blog/application-vs-database-where-should-permissions-live
7•GarethX•25m ago•0 comments

Lausd settles suit to help students with pandemic setbacks – 5 years late

https://www.latimes.com/california/story/2025-09-03/lausd-help-students-harmed-by-covid-19-pandem...
1•PaulHoule•26m ago•0 comments

Linux 6.17 File-System Benchmarks, Including OpenZFS and Bcachefs

https://www.phoronix.com/review/linux-617-filesystems
1•doener•26m ago•0 comments

ChatGPT Is Blowing Up Marriages as Spouses Use AI to Attack Their Partners

https://futurism.com/chatgpt-marriages-divorces
1•AdmiralAsshat•29m ago•0 comments

Build Features That Delete

https://m15y.com/posts/delete
1•marissamary•29m ago•0 comments

Chandra finds black hole that's growing at 2.4 times the Eddington limit

https://phys.org/news/2025-09-chandra-black-hole-eddington-limit.html
1•pseudolus•30m ago•0 comments