Robot research converged strongly this week. The central question is clear: how do we move VLAs and world models from “they can do it” to “they can do it reliably, efficiently, and in deployment.” One major thread is…
Robot research was highly concentrated on this day. The key theme was not simply “larger models,” but a clearer decomposition of where capabilities come from: memory, benchmarks, structured control, and continual…
This week’s strongest why-now opportunities are concentrated in the “deployment patch layer,” rather than in building an even larger general-purpose robot model. The four most promising directions are: 1) event-driven…