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1 minute readImprovedAgent-ready

Experiment confidence in the shared vocabulary

The vocabulary now explains an experiment arm's chance to beat control and its verdict, and a first read mark never makes notifications unread again.

  • Experiment terms. /.well-known/lastprice-vocabulary.json defines experiment confidence (an arm's chance to convert better than control) and the arm verdicts control, better, worse and inconclusive.
  • Read marks only move forward. The first time a key or person marks notifications read with an early read_through, the mark stays at the point the feed already treated as read, so nothing old turns unread.
  • MCP output schemas. compute_price and verify_price now describe their currency, request id, explanation, alternatives and message fields.