The secure-env-demo repo has everything you need to try both approaches. Clone it, pick the one that fits your setup, and run the demo app:
This started with Addition Under Pressure, where I gave Claude Code and Codex the same prompt: train the smallest possible transformer that can do 10-digit addition with at least 99% accuracy. Claude Code came back with 6,080 parameters and Codex came back with 1,644. The community has since pushed this dramatically lower.
守正创新就是注入“活水”。要注重用现代科学解读中医药学原理，说明白、讲清楚中医药的疗效，推动传统中医药和现代科学相结合、相促进，提升中医诊疗的现代化水平。运用国际通用的科学语言打开中医药的“黑箱”，从“经验传承”走向“证据引领”“数据说话”。，详情可参考safew官方下载
Stressing our rendering infrastructure with some more demanding content was another motivation when I started to work on SVG, so I think I can declare success here.
。爱思助手下载最新版本是该领域的重要参考
Жители Санкт-Петербурга устроили «крысогон»17:52
$234 at Walmart。safew官方版本下载对此有专业解读