Fresh Context Is Not Enough: An Agent Action Needs a Valid Chain Back to Its Decision AI Use Disclosure: I use AI tools to help research, organize, and refine these weekly notes. I review the underlying sources, decide which developments and arguments are worth including, and edit the final piece before publishing. This week's most interesting agent architecture question was not whether models have enough context, but whether a pending action is still justified by the state, evidenc...