We present JavelinGuard, a suite of low-cost, high-performance model architectures designed for detecting malicious intent in Large Language Model (LLM) interactions, optimized specifically for production deployment.
Recent advances in transformer architectures, including compact BERT(Devlin et al. 2019) variants (e.g., ModernBERT (Warner et al. 2024)), allow us to build highly accurate classifiers with as few as approximately 400M parameters that achieve rapid inference speeds even on sta
Article URL: https://www.wsj.com/lifestyle/careers/magician-brazil-national-celebrity-d31f547a
Comments URL: https://news.ycombinator.com/item?id=44239107
Points: 7
# Comments: 6
https://www.wsj.com/lifestyle/careers/magician-brazil-national-celebrity-d31f547a
Article URL: https://512pixels.net/2025/06/wwdc25-macos-tahoe-breaks-decades-of-finder-history/
Comments URL: https://news.ycombinator.com/item?id=44235177
Points: 70
# Comments: 33
https://512pixels.net/2025/06/wwdc25-macos-tahoe-breaks-decades-of-finder-history/
Article URL: https://github.com/Barre/compact_log
Comments URL: https://news.ycombinator.com/item?id=44235117
Points: 19
# Comments: 3
Article URL: https://notes.volution.ro/v1/2021/01/notes/502e747f/
Comments URL: https://news.ycombinator.com/item?id=44236241
Points: 21
# Comments: 10
![Faster, easier 2D vector rendering [video]](data:image/png;base64,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 "Faster, easier 2D vector rendering [video]")
Article URL: https://steveblank.com/2025/06/10/teaching-national-security-policy-with-ai/
Comments URL: https://news.ycombinator.com/item?id=44236849
Points: 6
# Comments: 0
https://steveblank.com/2025/06/10/teaching-national-security-policy-with-ai/
Article URL: https://bbenchoff.github.io/pages/FiniteAtari.html
Comments URL: https://news.ycombinator.com/item?id=44236900
Points: 38
# Comments: 9
Article URL: https://codeanlabs.com/blog/research/cve-2025-47934-spoofing-openpgp-js-signatures/
Comments URL: https://news.ycombinator.com/item?id=44236891
Points: 25
# Comments: 0
https://codeanlabs.com/blog/research/cve-2025-47934-spoofing-openpgp-js-signatures/
Article URL: https://github.com/autoscrape-labs/pydoll
Comments URL: https://news.ycombinator.com/item?id=44236926
Points: 22
# Comments: 6