AIチャットボットは医者のように推論できるか?
本記事では、大規模言語モデル(LLM)を搭載したAIチャットボットが、医師のように臨床推論を行えるかどうかを検証する。最新の研究では、AIは診断精度で医師に匹敵する一方、病歴の聞き取りや共感といった対人スキルでは劣ることが示されている。臨床現場でのAI活用の可能性と限界について考察する。
本記事では、大規模言語モデル(LLM)を搭載したAIチャットボットが、医師のように臨床推論を行えるかどうかを検証する。最新の研究では、AIは診断精度で医師に匹敵する一方、病歴の聞き取りや共感といった対人スキルでは劣ることが示されている。臨床現場でのAI活用の可能性と限界について考察する。
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.