Chinese students in Western universities view democracy as a Western concept unsuitable for China, suggesting Western democracy has lost appeal as a model to Chinese intellectuals in recent decades.

In the 1990s the ratio of democracies to autocracies was going in favor of democracies, but now it has shifted with more autocracies and fewer democracies, suggesting underestimation of how resilient autocracies and such regimes can be.

Historical papers from Shane and Hassabis (2009 and 2016) anticipated key developments: Shane's thesis identified compression of Wikipedia as a test for AI (which became the loss function for LLMs), and Hassabis's 2016 neuroscience-AI paper identified attention as a critical capability (which was later crystallized in transformers).