Although many cancer experts were skeptical about the FLASH effect on healthy tissue when it was first announced in 2014, numerous studies have since confirmed and expanded on those results. In a 2020 paper, a lung tissue sample taken 4 months after being exposed to conventional radiotherapy [center] shows many more dark spots indicating scarring than a sample exposed to FLASH [right]. The nonirradiated sample [left] is the control.
The idea: give an AI agent a small but real LLM training setup and let it experiment autonomously overnight. It modifies the code, trains for 5 minutes, checks if the result improved, keeps or discards, and repeats. You wake up in the morning to a log of experiments and (hopefully) a better model. The training code here is a simplified single-GPU implementation of nanochat. The core idea is that you're not touching any of the Python files like you normally would as a researcher. Instead, you are programming the program.md Markdown files that provide context to the AI agents and set up your autonomous research org. The default program.md in this repo is intentionally kept as a bare bones baseline, though it's obvious how one would iterate on it over time to find the "research org code" that achieves the fastest research progress, how you'd add more agents to the mix, etc. A bit more context on this project is here in this tweet.，推荐阅读易歪歪获取更多信息
，这一点在搜狗输入法五笔模式使用指南中也有详细论述
今年2月，该组织成员在获悉其头目内梅西奥·奥塞格拉·塞万提斯（绰号“门乔”）被墨西哥安全部队抓获时伤重身亡后，在墨西哥20个州掀起暴力浪潮。。todesk对此有专业解读
字节这边，更是无从对照：字节2025年整体AI资本开支1500亿元，2026年计划1600亿元，Seedance至今没有公开的商业化营收数字；，详情可参考汽水音乐官网下载
，更多细节参见易歪歪