Daily Brief

Full episode: https://www.youtube.com/watch?v=6AgOfiZOWiY Me on twitter: https://x.com/dwarkesh_sp

Full episode: https://www.youtube.com/watch?v=6AgOfiZOWiY Me on twitter: https://x.com/dwarkesh_sp

Paul Bakaus once turned the entire web orange. He wrote jQuery UI, shipped an orange default theme, assumed people would change it, and watched them not. So when he points out that the purple gradients everyone learned to mock came from a CSS framework's default sample page, and that AI generated design now has its own house shade of beige, he speaks as the cause rather than the critic. That history is what makes his central claim land. A ban does not produce originality, it relocates the model one cluster over: forbid one overused font and it reaches for the next nearest thing in latent space

From helping build instruction-following models at OpenAI to spending years trying to answer why AI can solve extraordinarily hard problems yet still automate so little real work, Diogo Almeida is betting that the next wave of AI won’t look like chat. In this episode, the TypeSafe founder and CEO joins swyx days after Jev’s breakout launch to explain System One Models: machine-native AI designed for code, calibrated decisions, reliability, and intelligence per dollar. We go deep on Jev and RLCD, the failure modes of RLHF, why TypeSafe refuses to optimize around public benchmarks, and why Diog

法治建设，它不可能一蹴而就，无法毕其功于一役，法治的每一个进步背后都有许多沉甸甸的故事，这些故事不应该被人遗忘，因为牢记历史就是为了避免重蹈覆辙。 参考文献： 1.陈永生，我国刑事误判问题透视———以20起震惊全国的刑事冤案为样本的分析，中国法学2007年第3期 2.对我国死刑复核程序之检讨———以中国古代及国外的死刑救济制度为视角，陈永生，比较法研究2004年第4期。