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The Efficiency-Throughput Gap with GitHub Copilot

https://cacm.acm.org/research/beyond-the-hype-the-efficiency-throughput-gap-with-github-copilot/
4•fscaramuzza•1h ago

Comments

thevinter•20m ago
GitHub Copilot is an incredibly limited tool compared to any real harness, and I'm so tired about all of these studies that claim a lack of efficiency while at the same time doing everything in their power to shoot themselves in the foot.

Also, it's insane to me that this whole article has been written without specifying anywhere the models being used.

Like, of course you're not gonna be productive if all you have is Sonnet 4.6???

jbjbjbjb•5m ago
[delayed]
aurareturn•19m ago
Note the timelines of this study:

4/2024: Baseline metrics

8/2024: Participants given Github Copilot licenses

11/2024: Conducted surveys, 261 people invited and 97 responded in survey

9/2026: Study published

erikgahner•13m ago
Setting aside issues with the sample size and response rate, the current progress within the field shows how difficult it is to study the impact of AI on productivity.

Even if the survey was conducted one year later, I would not find it useful to make inferences about the use of AI tools in September 2026.

Steppy Fox Browser Game

https://steppyfox.com/
1•fadilbeg•37s ago•0 comments

Legal AI Harvey's margins went from and50% to -50% in 6 months on frontier costs

https://finance.yahoo.com/technology/ai/articles/openai-anthropic-costs-push-more-160523322.html
1•joennlae•1m ago•1 comments

Show HN: IGViewer – Browse public Instagram profiles and stories anonymously

https://www.igrecent.com
1•sx2026•1m ago•0 comments

Real-Time AI Simplification (A2, B1, B2) of BBC World News Live

https://voicefrom.ai/restate/
1•BrandiATMuhkuh•2m ago•0 comments

My First Language Front End with MLIR

https://whereisalan.dev/blog/kaleidoscope-mlir-tutorial/
1•alankarmisra•3m ago•0 comments

Dutch governments builds alternative for Microsoft based on NixOS

https://www.dawo.community/en/
1•fjfaase•3m ago•0 comments

You Cry [video]

https://www.youtube.com/watch?v=rLvUztp7Iog
1•mrroryflint•6m ago•0 comments

Your Language Model Is Already a Decision Model

https://github.com/ntlm1686/Your-language-model-is-already-a-decision-model/tree/master
1•ntlm1686•7m ago•0 comments

Dating a takeoff photo to the second using runway markings as a ruler

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1•lost_•14m ago•0 comments

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https://github.com/max-russo-com/MAX_AUTHORIZATION_SANDBOX
1•max-russo•14m ago•0 comments

Coming to terms with the end of the Falcon 9

https://www.thespacereview.com/article/5319/1
1•ssernikk•16m ago•0 comments

OpenAI prepares new $500/month Pro Max plan for ChatGPT

https://www.testingcatalog.com/openai-prepares-new-500-month-pro-max-plan-for-chatgpt/
3•yzydserd•18m ago•0 comments

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https://github.com/biopoetic/foveon-lab
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Ask HN: Migrating personal email domain from Gmail to iCloud?

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Deep Fission ($FISN): A Money Pit

https://iceberg-research.com/2026/09/24/deep-fission-fisn-a-money-pit/
1•ViewTrick1002•23m ago•0 comments

Show HN: Tasket++ Simulate your Windows actions automatically-free and OS

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1•AmirHammoutene•23m ago•0 comments

Tesla 'FSD' sped in 55% of Brussels 30 km/h zones ahead of EU vote

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3•BaudouinVH•28m ago•0 comments

Driver Misconduct in Last-Mile Delivery

https://arxiv.org/abs/2609.29080
1•50kIters•30m ago•0 comments

Quiet-guardrails: Claude Code manual mode, minus the nagging

https://github.com/SeanMcMillan/quiet-guardrails
1•northbridgedev•34m ago•0 comments

YC rejected it, so we're open-sourcing it

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The Subtle Art of Normalising Dystopia [video]

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Amiga Screens: A Primer

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Implicit Neural Representations with Periodic Activation Functions (2020)

https://arxiv.org/abs/2006.09661
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F1 Start Timer

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https://github.com/dpaneda/pico_exporter
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1•Uptrenda•44m ago•0 comments

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https://infere.com/blog/what-is-llm-as-a-judge/
1•saturn5k•50m ago•0 comments

Breaking Up with Google Play: Why Conversations Is Now Free

https://gultsch.de/posts/breaking-up-with-google-play/
3•h0ek•53m ago•0 comments