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The Cost of AI-Generated Code: Detection vs. Remediation

https://rsolv.dev/blog/hidden-cost-ai-generated-code
1•Arubis•4h ago

Comments

Arubis•4h ago
Author here. While building automated security remediation, we discovered AI models hallucinating package names at a 19.6% rate (USENIX 2025). Attackers are already exploiting this - "huggingface-cli" got 30,000 downloads despite being fake.

The security industry focuses on detection, but with AI generating code 10x faster, we need automated fixes that match that speed. Otherwise we're just letting all those issues rot in the backlog.

Happy to answer questions about slopsquatting, our technical approach, or the state of AI code security.

More details on building this in the open: https://www.indiehackers.com/post/built-the-wrong-thing-at-t...

ShipFast Alternative – NextJS Boilerplate that's secure, and battle ready

https://indiekit.pro/
1•cjstarts•3m ago•0 comments

Swarms of tiny nose robots could clear infected sinuses, researchers say

https://www.theguardian.com/science/2025/jun/25/swarms-of-tiny-nose-robots-could-clear-infected-sinuses-researchers-say
1•emptybits•4m ago•0 comments

Understanding Prolly Tree Balance

https://www.dolthub.com/blog/2025-06-26-prolly-tree-balance/
1•ingve•6m ago•0 comments

Show HN: Beaver – A simple task manager than focuses on progress than perfection

https://beaver.learntosolveit.com/
1•orsenthil•11m ago•0 comments

Semaglutide and Dementia: A 1.7M Patient Study in Off-Label Use

https://www.sciencedaily.com/releases/2025/06/250625012440.htm
1•bdev12345•12m ago•0 comments

Why Go Rocks for Building a Lua Interpreter

https://www.zombiezen.com/blog/2025/06/why-go-rocks-for-building-lua-interpreter/
1•Bogdanp•14m ago•0 comments

Long-term Sailfish OS updates free-of-charge for all Jolla C2

https://forum.sailfishos.org/t/long-term-sailfish-os-updates-free-of-charge-for-all-jolla-c2/23491
1•walterbell•16m ago•0 comments

Ask HN: advice! tired uni student gaining engineering skills (with joy)

1•indiraschka•19m ago•1 comments

Meta wins AI copyright case, but judge says others could bring lawsuits

https://www.cnbc.com/2025/06/25/meta-llama-ai-copyright-ruling.html
1•KKKKkkkk1•31m ago•0 comments

Show HN: Software Escrow for Developers

https://software-escrow.com
2•escrowfordevs•37m ago•1 comments

Show HN: Sonets [video]

https://www.youtube.com/watch?v=IVg68FNmaOo
1•Toby1VC•38m ago•0 comments

HDMI 2.2

https://9to5mac.com/2025/06/25/hdmi-2-2-specs-ultra96/
1•majkinetor•40m ago•0 comments

Kraa.io – Markdown writing app for everything

https://kraa.io/about
2•levmiseri•41m ago•1 comments

Build data-centric apps with DuckDB

https://sqlrooms.org/
1•blef•41m ago•0 comments

Microsoft is struggling to sell Copilot to corporations – they want ChatGPT

https://www.techradar.com/pro/microsoft-is-struggling-to-sell-copilot-to-corporations-because-their-employees-want-chatgpt-instead
1•taubek•42m ago•1 comments

See if your website is discoverable on ChatGPT

https://propensia.ai/
1•LargePanda•44m ago•1 comments

NASA: Test Url Thing

https://www.nasa.gov/news-release/test-url-thing/
2•ironmagma•53m ago•0 comments

How to Write Compelling Software Release Announcements

https://refactoringenglish.com/chapters/release-announcements/https://refactoringenglish.com/chapters/release-announcements/
1•pabs3•55m ago•0 comments

Sovereign Ratings, Default Risk and Markets: The Moody's Downgrade Aftermath

https://aswathdamodaran.blogspot.com/2025/06/sovereign-ratings-default-risk-and.html
2•kamaraju•56m ago•0 comments

Canal Chase

https://github.com/UoB-COMSM0166/2025-group-14
2•prostheticrazor•1h ago•0 comments

Lapce: Fast and Powerful Code Editor written in Rust

https://github.com/lapce/lapce
2•danboarder•1h ago•0 comments

XAI facing lawsuit for operating over 400W gas turbines without permits

https://techcrunch.com/2025/06/18/xai-is-facing-a-lawsuit-for-operating-over-400-mw-of-gas-turbines-without-permits/
3•ttctciyf•1h ago•0 comments

AlphaGenome Model Programmatic Access

https://github.com/google-deepmind/alphagenome
1•the_optimist•1h ago•0 comments

Deploy unikernels to any cloud in seconds with no DevOps

https://nanovms.com/
2•zdkaster•1h ago•0 comments

Gemini CLI:AI-powered terminal tool

https://gemini-cli.xyz
2•Sienna1990•1h ago•0 comments

Observability in the Age of AI

https://blog.buildrappo.com/posts/changing-observability-age-of-ai/
1•vira28•1h ago•0 comments

Show HN: Documentaries Visualized on a Map

https://camjohnson26.github.io/documentary-map/
1•codechicago277•1h ago•0 comments

Meta Poaches Three OpenAI Researchers

https://www.wsj.com/tech/ai/meta-poaches-three-openai-researchers-eb55eea9
2•mfiguiere•1h ago•0 comments

ARMv8 Base Instructions

https://0day.ovh
1•transpute•1h ago•2 comments

AlphaGenome: AI for Better Understanding the Genome

https://deepmind.google/discover/blog/alphagenome-ai-for-better-understanding-the-genome/
2•d_silin•1h ago•0 comments