
The Memory Run: Provenance, Memory Shards, and the Context Boundary
What happens when an agent needs yesterday’s decision to do today’s work? A 30-minute inquiry into why AI memory requires verifiable evidence cards, not endless context windows.
Insights
Analysis and argument from the NouGenAi team. For the wider feed of industry coverage, see News.

What happens when an agent needs yesterday’s decision to do today’s work? A 30-minute inquiry into why AI memory requires verifiable evidence cards, not endless context windows.

If thinking can be automated and production optimised, the question underneath the anxiety is not what AI can do. It is what we thought we were.

The world's first Chief AI Officer has a warning: the real risk is not that AI replaces you, but that it quietly erodes the judgment that made you worth hiring.

A physicist argues the last fifty years of AI were constrained by data sets, not compute. If he is right, the question of who owns the corpus stops being a privacy footnote.