Also related https://epoch.ai/gradient-updates/how-has-deepseek-improved-the-transformer-architecture https://epoch.ai/gradient-updates/how-has-deepseek-improve

Also related https://epoch.ai/gradient-updates/how-has-deepseek-improved-the-transformer-architecture https://epoch.ai/gradient-updates/how-has-deepseek-improved-... and some sections of https://semianalysis.com/2025/07/11/meta-superintelligence-leadership-compute-talent-and-data/ https://semianalysis.com/2025/07/11/meta-superintelligence-l...