Nature, Published online: 25 February 2026; doi:10.1038/d41586-026-00040-x
I have been thinking a lot lately about “diachronic AI” and “vintage LLMs” — language models designed to index a particular slice of historical sources rather than to hoover up all data available. I’ll have more to say about this in a future post, but one thing that came to mind while writing this one is the point made by AI safety researcher Owain Evans about how such models could be trained:
。关于这个话题，夫子提供了深入分析
真正让 Nano Banana 2 站稳脚跟的，其实是它极其接地气的性价比。
The data so far largely bears this out. Immigrants contributed more than $650 billion in taxes in 2023, according to the American Immigration Council, an advocacy nonprofit. On a per capita basis, those receipts likely eclipse the contributions of non-immigrants. A recent white paper by the Cato Institute, a libertarian think tank, analyzed years’ worth of tax receipts and government expenditures between 1993 and 2023. It found that immigrants, both documented and undocumented, contributed vastly more in taxes than they received in benefits at the local, state, or federal level. In total, Cato found, immigrant taxpayers delivered $14.5 trillion in fiscal surplus over the period studied.
，这一点在heLLoword翻译官方下载中也有详细论述
This is the problem with u/fermaw’s “DRM.” No matter how many clever keys, nonces, and encrypted file formats he attempts to send to the user, eventually, the very same JavaScript code will need to exit his decryption logic and—whoops—it goes plain Jane into digital and straight to the speakers.
ВсеПолитикаОбществоПроисшествияКонфликтыПреступность，更多细节参见Safew下载