{
  "memory_forecast": {
    "kind": "third_party_forecast",
    "source": "https://www.trendforce.com/presscenter/news/20260703-13134.html",
    "published": "2026-07-03",
    "period": "2026-Q3",
    "base_period": "2026-Q2",
    "base": 100,
    "quarterly_change_percent": {
      "DRAM": [
        13,
        18
      ],
      "NAND Flash": [
        10,
        15
      ]
    },
    "price_basis": "contract; conventional DRAM and NAND; not retail or HBM"
  },
  "margin_example": {
    "kind": "hypothetical_educational_calculation",
    "period": "annual",
    "currency": "PLN",
    "revenue": 1000000,
    "operating_costs": 920000,
    "fuel_transport_costs": 100000,
    "recurring_it_costs": 40000,
    "fuel_change": 0.2,
    "it_change": 0.15,
    "initial_operating_profit": 80000,
    "final_operating_profit": 54000.0,
    "profit_decline_percent": 32.5,
    "revenue_increase_to_offset_at_constant_costs_percent": 2.6,
    "excludes": [
      "volume_changes",
      "financing",
      "income_tax",
      "VAT"
    ]
  },
  "successful_task_example": {
    "hypothetical": true,
    "attempts": 100,
    "successful": 80,
    "total_cost_pln": 100,
    "cost_per_success": 1.25
  },
  "local_cloud_example": {
    "hypothetical": true,
    "fixed_monthly_cost_pln": 2000,
    "local_variable_cost": 0.2,
    "cloud_variable_cost": 0.6,
    "break_even_tasks": 5000.0,
    "assumes_equal_quality_and_sufficient_capacity": true
  }
}