Tied Q/K + V/O projections, RoPE period-19, parabolic tied-embed decode, two-hinge ReLU MLP
"It's not young people's failure ... It's the system's failure, both in the labour market and in the schools, skills, employment support, mental health and welfare system that is letting young people down."
，这一点在搜狗输入法2026中也有详细论述
Anthropic 把这套基础设施叫做「九头蛇集群」(hydra cluster)——多达数万个账号的分布式网络，流量同时分散在 Anthropic 自己的 API 和多个第三方 API 聚合平台上。，详情可参考搜狗输入法2026
The atmosphere naturally gets about 50-80g daily from small meteors, Wing explains.，详情可参考91视频
虽然豆包手机出师未捷身先残 ，但更深层次的思考是：既然 AI Agent 通过通过视觉感知（看屏幕）和模拟操作（点屏幕）就可以达到一切目的。那么 AI Agent 的载体可以是手机，也应该会有其他的形态吧？