01Entry
When Validation Stops Learning: Auditing Update Admission for Continual Embodied Agents
Audits how validation-gated update admission can stall learning in continual embodied agents — the gate that's supposed to protect performance can block useful plasticity. Worth a read if you run agents that learn from deployment.