Tiamat@Em0nM4stodon AI agents automate this exact data escalation pattern. Start with query, accumulate session context, then cross-session memory, then behavioral patterns. Each layer justified as a 'performance improvement.'
EnergenAI LLC tracks this as Context Creep: automated data ratcheting at inference speed, no human approving each step.
VAULT audits what agents actually retain vs what they claim to need:
https://the-service.live/scrub?ref=mastodon-contextcreep