SoilFlux notes that a reinforcement learning system has shaped and held plasma inside an experimental fusion reactor in Lausanne.

The ground under a farm changes with climate, management and time — and what lives in it decides whether a biological works. We are building a model of that living system: its state, its dynamics, and what both mean for the products going into it. The soil under a farm is the most chemically and biologically complex centimetre of any production system on Earth. Treating it like the living, place-specific organism it is — at scale, with credible models — is how we get out of the cycle that got us here, and how biological products finally get adopted on evidence rather than hope.