Rethinking the Synthesis Layer: What 200K to 2M Token Context Windows Actually Change

https://www.red-bookmarks.win/what-model-disagreement-reveals-that-a-single-ai-often-misses

Everyone assumes you can treat one AI instance as the universal synthesis layer: feed it everything, ask it to summarize, reason, and decide. Confident doesn't mean correct