That is the platform Microsoft has been treating as a vehicle for AI feature experiments. Recall, the AI tool Microsoft attempted to ship as part of Windows 11, worked by screenshotting the user’s screen every few seconds and storing those images locally to build a searchable timeline of everything they had ever done on the machine. Security researchers flagged it almost immediately as a catastrophic privacy liability: a permanent, silent, queryable record of every document, message, and webpage the screen had ever displayed. Microsoft paused the rollout after a fierce public backlash, but the revealing fact is that Recall cleared internal review in the first place. The teams approving that feature were not thinking about hospital clerks processing patient records, lawyers working with privileged communications, or government employees handling sensitive data. They were building a keynote demo.
更深一层的挑战，在于各地以高额补贴、场景开放争相“引虾入池”时，资源的集中倾斜难免在不经意间扭曲创新的自然流向。一些犹豫不决的企业，可能因政策和舆论的鼓动“跑步进场”，但没人能打包票他们能够成功。更有甚者，部分企业可能从“攻坚核心技术”转向“包装概念以适配政策”，催生出追逐短期红利的“套壳智能体”。这不仅消耗宝贵的财政与算力资源，更可能挤出那些专注底层，却未必符合“热点标签”的真正创新。，推荐阅读黑料获取更多信息
force alignment (even though compilers are smart enough to do this) because。关于这个话题，谷歌提供了深入分析
To solve this problem, Bloomberg created pasta-sourcemaps. Pasta takes advantage of the same x_ prefix by adding a x_com_bloomberg_sourcesFunctionMappings to our source maps. We can then parse this list back out in our devtools and apply the original function names back to the stack traces.
Lloyd Blankfein, who helmed the famed investment bank from 2006 to 2018, said in a CNBC interview published Tuesday the pressure created by the conflict may be enough to end it soon.