# Turn-key configuration for the Open-Endedness demo.
seed: 1337
episodes: 600
report:
  include_plots: true
  write_distribution_csv: true
  write_telemetry: true
  gmvs_target_usd: 250000

omni:
  fast_ema_beta: 0.1
  slow_ema_beta: 0.01
  lp_floor: 1e-6
  moi_weight_interesting: 1.0
  moi_weight_boring: 0.001
  min_probability: 0.001
  fallback_strategy: "uniform"
  partition_update_interval: 25
  exploration_epsilon: 0.08
  exploration_decay: 0.995

interestingness:
  model: "stub"
  stub_profiles:
    - name: "conversion"
      description: "Conversion funnel heuristics based on OMNI Appendix prompts."
      boring_relations:
        shortlist_top_candidates:
          - shortlist_top_candidates_variant_b
          - shortlist_top_candidates_variant_c
        offer_discount_email_a:
          - offer_discount_email_b
          - offer_discount_email_c
        onboarding_call_script_a:
          - onboarding_call_script_b
    - name: "growth"
      description: "Aggressive growth heuristics prioritising GMV deltas."
      boring_relations:
        offer_discount_email_a:
          - offer_discount_email_c
thermostat:
  roi_target: 4.0
  roi_floor: 1.5
  fm_cost_per_call: 0.03
  max_daily_fm_cost: 300.0
  epsilon_range:
    min: 0.02
    max: 0.25
  moi_interval_bounds:
    min: 10
    max: 120
  adjust_every: 12
  gmvs_smoothing_beta: 0.2
  cost_smoothing_beta: 0.1

sentinels:
  roi_task_floor: 1.0
  roi_overall_floor: 1.8
  moi_qps_max: 0.2
  moi_daily_max: 600
  min_task_entropy: 0.65
  budget_limit: 1000.0
  diversity_injection_window: 30
  diversity_min_unique: 5

simulation:
  cohorts:
    enterprise:
      value_scale: 1.8
      tasks:
        - id: shortlist_top_candidates
          base_success: 0.18
          max_success: 0.72
          learning_rate: 0.015
          gmv: 1800
        - id: offer_discount_email_a
          base_success: 0.09
          max_success: 0.6
          learning_rate: 0.022
          gmv: 2200
        - id: onboarding_call_script_a
          base_success: 0.12
          max_success: 0.55
          learning_rate: 0.014
          gmv: 2600
        - id: shortlist_top_candidates_variant_b
          base_success: 0.17
          max_success: 0.4
          learning_rate: 0.018
          gmv: 900
        - id: shortlist_top_candidates_variant_c
          base_success: 0.17
          max_success: 0.38
          learning_rate: 0.016
          gmv: 850
        - id: offer_discount_email_b
          base_success: 0.1
          max_success: 0.42
          learning_rate: 0.015
          gmv: 950
        - id: offer_discount_email_c
          base_success: 0.08
          max_success: 0.41
          learning_rate: 0.013
          gmv: 870
        - id: onboarding_call_script_b
          base_success: 0.1
          max_success: 0.43
          learning_rate: 0.011
          gmv: 940
    smb:
      value_scale: 1.0
      tasks:
        - id: shortlist_top_candidates
          base_success: 0.12
          max_success: 0.55
          learning_rate: 0.012
          gmv: 950
        - id: offer_discount_email_a
          base_success: 0.07
          max_success: 0.45
          learning_rate: 0.017
          gmv: 1100
        - id: onboarding_call_script_a
          base_success: 0.08
          max_success: 0.42
          learning_rate: 0.01
          gmv: 1250
        - id: shortlist_top_candidates_variant_b
          base_success: 0.11
          max_success: 0.28
          learning_rate: 0.012
          gmv: 450
        - id: offer_discount_email_b
          base_success: 0.09
          max_success: 0.33
          learning_rate: 0.009
          gmv: 420
        - id: onboarding_call_script_b
          base_success: 0.09
          max_success: 0.36
          learning_rate: 0.009
          gmv: 400