optimizes

`optimizes`

Section: what the machine measures and improves (metrics, rewards)

Children

Translations

es: optimiza
fr: optimise
en: optimizes
de: optimiert
ja: 最適化
zh: 优化
ko: 최적화

Example — An assistant with rules

Sorts incoming support messages, states its goal, asks an AI model for help, and declares what it is and is not allowed to do. Also declares what it measures and what gets recorded.

machine support_triage
  achieves
    goal "Route each message to the right team"
      succeeds when "the right team gets the message"
      never "share customer details outside the team"
      for example
        assuming classify {team: "billing"}
        given {message: "My payment failed"}
        expect {team: "billing"}
  accepts
    message as text, is required
  responds with
    team as text
  implements
    ask classify, using: "fast"
      with role "You are a support message sorter."
      with task "Choose a team for: ${input.message}"
      tools
        web_search: "Look things up on the web"
      returns
        team as text, is required
    ask fetch_page, from: network.http
      context
        url: "https://example.com/teams"
    ask peek, of: order_check
      question: "current status"
  ensures
    permissions
      allowed to
        model
      not allowed to
        network.http.post
      requires approval for
        network.http
    authority
      level: admin
    guards
      no_pii
        on_violation: "redact"
    needs
      api_key: "required"
  optimizes
    metrics
      accuracy type: percentage, target: 95
    rewards
      speed_bonus weight: 0.3, signal: latency
  records
    events
      behavioral: enabled
    retention
      days: 90
    redaction
      fields: ["email"]
    integrity
      hash_chain: enabled
  verifies
    test "billing goes to billing"
      assuming classify {team: "billing"}
      given {message: "My payment failed"}
      expect {team: "billing"}