Automation is not prediction. This runs a strategy consistently and without flinching, at hours you are asleep and in conditions where you would talk yourself out of your own rules. That is genuinely useful and it is a different thing from knowing what a market will do. Anything in this category quoting you a return figure is either careless or selling something.
The record proves when, not whether it was right. A timestamped on-chain history removes exactly one way of being misled, which is a project quietly editing its own past. It says nothing at all about the quality of the calls in it. Worth having, and worth being clear about the size of.
Waiting for agreement costs time. A decision that has to be computed several times over and agreed on before it can be acted on is slower than one server deciding alone. For the horizons this is built for that delay is not the thing that decides the outcome, but it is real, it is not going away, and anyone doing latency-sensitive work should know it is there.
The first models will be small ones. Inference runs on the mesh, and the mesh at genesis is two consumer graphics cards. That sets a ceiling on what can be run at the start, and the larger model the design wants becomes possible when enough other people have joined rather than on a date we can put in front of you.