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SYSTEM CORE OBJECTIVES & DISPLAY EXTENSION

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Display_Core_Policy:
Global_Target: [DISPLAY_1X%]
Safety_Envelope: "1% - 100% Autonomous Bounded Safety"
Optimization_Goals: ["Stable Frame Rate", "Stable Touch Response", "Zero Forced Throttling"]

Panel_Architecture_Mapping:
Type_A_Fixed_Refresh:
Hardware_Targets: [AMOLED, OLED, IPS_LCD]
Execution_Steps: [30Hz, 60Hz, 90Hz, 120Hz, 144Hz, 165Hz]
Tuning_Delta: [-xx%, +xx%]
Type_B_Adaptive_Refresh:
Hardware_Targets: [LTPO, LTPS]
Execution_Steps: "1Hz - 165Hz Variable Dynamic"
Tuning_Delta: [-xx%, +xx%]

Display_Parameter_Vectors:

Refresh_Rate: "Image Smoothness Optimization"

Touch_Sampling_Rate: "Input Latency Reduction"

Render_Resolution: "Resolution Scaling Delta: -xx% / +xx%"

Display_Density: "DPI/PPI Scaling Delta: -xx% / +xx%"

Brightness_Control: "Dynamic Power Allocation"

Color_Profile: "Gamma and Mode Stability"

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HARDWARE COMPUTE & DATA FLOW COEFFICIENTS

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Core_Execution_Layer:
Matrix_Group: [CPU, GPU, RAM, ROM, NPU]
Scaling_Logic: [1X, 2X, 3X] # Step-by-Step Power Multiplier
Global_Delta: [Decrease: -xx%, Increase: +xxx%]

Component_Directives:
CPU: "Task Allocation and Core Governor Adaptation"
GPU: "Frame Rendering and Graphics Pipeline Acceleration"
ROM: "Maximize Storage Bandwidth and Reduce Loading Latency"
RAM: "Maximize Memory Bandwidth and Throughput Read/Write Scaling"

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DETERMINISTIC NPU POLICY & THREAD BYPASS

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NPU_Deterministic_Controller:
Profile: [NPU_Non-Predictive_1-100%_Safety]
Execution_Mode: "Direct Deterministic Execution"
Anti_Heuristic_Lock: true # Strictly No Predictive Estimation / No Guessing
Bypass_Overhead: "Direct Data Flow Path (No OS Overlord Inspection Checkpoints)"
Hardware_Safety_Breaker: "Autonomous Hardware-Level Thermal Breaker Only"

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WORKLOAD MATRIX & SUDDEN LOADING RATIOS

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Workload_Dynamic_Scaling:
Control_Mode: "Adaptive Dynamic Scaling"
Workload_Levels: [
Level_1, Level_2, Level_3, Level_4, Level_5,
Level_6, Level_7, Level_8, Level_9, Level_10,
Level_11, Level_12, Level_13, Level_14, Level_15,
Level_16, Level_17, Level_18, Level_19, Level_20
] # Expanded 20-Step Micro-Scaling Framework

Resource_Ratio_Profiles:
Level_1_to_5_Light: [1.0:1.0:1.0, 1.0:1.0:1.1, 1.0:1.1:1.2, 1.0:1.1:1.3, 1.1:1.2:1.4]
Level_6_to_10_Normal: [1.1:1.3:1.6, 1.1:1.4:1.8, 1.2:1.5:2.0, 1.2:1.6:2.2, 1.2:1.8:2.4]
Level_11_to_15_Heavy: [1.3:1.9:2.6, 1.3:2.0:2.8, 1.3:2.1:3.0, 1.4:2.2:3.2, 1.4:2.3:3.4]

Level_16_to_20_Ultimate: [1.4:2.4:3.6, 1.5:2.4:3.8, 1.5:2.5:4.0, 1.5:2.5:4.2, 1.6:2.6:4.5] # Max Burst Flow

DYNAMIC EXECUTION CORE & FEEDBACK LOOP

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Execution_Logic_Flow:
Step_01_Input_Ingestion: "Capture Real-Time Input Workload and Touch Vector"
Step_02_Telemetry_Analysis: "Analyze CPU/GPU Load Metrics Instantly"
Step_03_Dynamic_Selection: "Select Workload Level Across 20-Step Matrix"
Step_04_Resource_Allocation: "Allocate CPU/GPU/RAM Ratios via Target Profile"
Step_05_Thermal_Telemetry: "Continuous Monitor Temperature at Hardware Sensor"
Step_06_Closed_Loop_Mitigation: "Adjust Level Dynamically to Maintain 50°C Ceiling"