Ask HN:有人提供确定性LLM吗?
一位Hacker News用户提问,目前是否有人提供确定性大语言模型(LLM)。用户指出,LLM的常见特性(如采样、随机性)会导致同一输入多次调用产生不同输出,这在需要可重复、可审计结果的场景(如代码生成、数据分析)中是个问题。用户希望找到能确保对完全相同输入始终返回完全相同输出的LLM方案或服务。
一位Hacker News用户提问,目前是否有人提供确定性大语言模型(LLM)。用户指出,LLM的常见特性(如采样、随机性)会导致同一输入多次调用产生不同输出,这在需要可重复、可审计结果的场景(如代码生成、数据分析)中是个问题。用户希望找到能确保对完全相同输入始终返回完全相同输出的LLM方案或服务。
A state-designed worm from 2005 called Fast16 sat undetected on VirusTotal for nearly a decade. It intercepted executable files at the kernel level and silently altered floating-point calculations in high-precision engineering software like LS-DYNA, which was used in Iran's nuclear weapons research. Unlike Stuxnet, Fast16 received little public attention for over twenty years.
Paul Graham reports that Y Combinator startups now have over 75% of their code written by AI, a threshold crossed at least one to two years ago. This parallels a similar transformation at Google, where AI-written code went from 0% to 75% in about two years.
Scientists are increasingly concerned about the potential collapse of the Atlantic Meridional Overturning Circulation (AMOC), a critical ocean current system. Such a collapse could have severe consequences for North America and Europe.
A compromised version of the LiteLLM Python package (version 1.82.8) was briefly available on PyPI, capable of exfiltrating sensitive credentials like SSH keys and cloud secrets. The malicious package affected any project that depended on LiteLLM, though it was only available for about an hour before discovery.
A supply chain attack has compromised the popular npm axios HTTP client library with 300 million weekly downloads. Malicious versions install a remote access trojan, though some users may have avoided infection through version pinning or older installations. Security experts warn this is a live compromise affecting one of npm's most depended-on packages.