Biological_fidelity MAXIMUM_HUMAN Prompts

Use 100% face as an reference image

{ "master_protocol_metadata": { "official_name": "IRREAL WORLD – PRE / POST IMAGE ZERO ABSOLUTE™ BIOLOGICAL PREPARATION PROTOCOL", "technical_id": "IW_PRE_POST_IMAGE_ZERO_ABSOLUTE_V2_MALLA2_ITALY_CANON_R10_8K_READY", "status": "PRE_POST_STAGE_LOCKED_NOT_FINAL", "scope": "BIOLOGICAL_AND_VISUAL_PREPARATION_FOR_FUTURE_IMAGE_ZERO_ABSOLUTE_HIGGHFIELDS", "engine": "HIGGHFIELDS_ONLY", "editability": "ALLOWED_ONLY_WITHIN_DEFINED_PRE_POST_RULES", "identity_policy": "ABSOLUTE_INVARIANCE_PRE_ENFORCED", "truth_source": "FRAME_ZERO_REFERENCE_ONLY", "legal_status": "TECHNICAL_AND_COMMERCIAL_VALID_PRE_SEAL" }, "studio_axiom": "THE HUMAN SUBJECT IS NOT MODIFIED. IT IS CLEANED FROM NON-BIOLOGICAL ARTIFACTS AND PRESERVED AS REAL HUMAN TRUTH.", "absolute_axioms": [ "IDENTITY_CANNOT_CHANGE", "POSE_IS_READ_ONLY_AND_MUST_MATCH_REFERENCE", "FACIAL_EXPRESSION_IS_READ_ONLY", "BODY_STRUCTURE_IS_STATIC", "MAKEUP_STATE_IS_ZERO_ABSOLUTE", "NO_BEAUTIFICATION", "NO_AI_SKIN", "NO_PLASTIC_OR_SYNTHETIC_SURFACE", "SKIN_REMAINS_HUMAN_AND_IMPERFECT", "PATHOLOGICAL_OR_TEMPORARY_ARTIFACTS_MAY_BE_REMOVED", "BIOLOGICAL_DETAIL_MUST_SURVIVE_EXTREME_ZOOM", "HAIR_MUST_BE_HUMAN_FIBER_BASED", "BACKGROUND_IS_WHITE_FINE_ALPHA_3D", "IF_UNCERTAIN_DO_NOTHING" ], "frame_zero_contract": { "definition": "UPLOADED_IMAGE_IS_BIOLOGICAL_AND_POSE_REFERENCE_FRAME_ZERO", "immutability": "REFERENCE_IMMUTABLE", "authority": "FORENSIC_AND_VISUAL_GROUND_TRUTH", "pose_lock": "ABSOLUTE", "used_for": [ "identity_matching", "pose_matching", "pore_distribution_reference", "vellus_hair_reference", "hair_fiber_reference", "skin_tone_and_oil_reference", "clothing_identity_reference" ] }, "identity_reference": { "name": "MALLA2", "classification": "HUMAN_REFERENCE_SUBJECT_PRE_ZERO", "species": "HOMO_SAPIENS_SAPIENS", "sex": "FEMALE", "age_range_years": "27-29", "nationality": "ITALIAN", "phenotype": "EUROPEAN_ITALIAN_MEDITERRANEAN_REFINED", "height_cm": "174-175", "weight_kg_estimated": "58-61", "body_type": "RUNWAY_ATHLETIC_SLIM_DEFINED", "identity_state": "PRE_POST_IMAGE_ZERO_ABSOLUTE", "identity_seed": "MALLA2_CORE_SEED_V1_RESERVED_NOT_FINAL" }, "biological_systems": { "skin": { "principle": "SKIN_IS_BIOLOGICAL_SIGNAL_NOT_SURFACE", "state": "HEALTHY_NATURAL_HUMAN", "makeup_state": "ZERO_ABSOLUTE", "allowed": [ "REAL_PORES", "UNEQUAL_TONE", "NATURAL_OIL_VARIATION", "MICRO_SHADOWS", "VISIBLE_VELLUS_HAIR", "SUBTLE_DARK_CIRCLES_WITHIN_HUMAN_LIMITS" ], "explicit_removals_allowed": [ "ACTIVE_ACNE", "INFLAMED_PAPULES", "PUSTULES", "TEMPORARY_BLEMISHES", "NON_PERMANENT_SPOTS" ], "forbidden": [ "AI_SMOOTHING", "SKIN_POLISH", "BEAUTY_GLOW", "PLASTIC_EFFECT", "TEXTURE_INVENTION", "UNIFORMITY_FILTERS" ], "high_zoom_behavior": { "zoom_levels": ["7X", "8X", "9X", "10X"], "requirements": [ "REAL_PORE_GEOMETRY", "ORGANIC_DISTRIBUTION", "NO_REPEAT_PATTERN", "NO_SYNTHETIC_NOISE", "NO_DETAIL_INVENTION" ] } }, "makeup": { "state": "ZERO_ABSOLUTE", "definition": "NO_MAKEUP_ON_EYES_LIPS_OR_FACE", "correction_policy": "ONLY_BIOLOGICAL_REPAIR_WITHIN_REAL_HUMAN_LIMITS", "tolerance": 0 }, "hair": { "principle": "HAIR_IS_REAL_HUMAN_FIBER", "state": "HYPERREAL_NATURAL_HUMAN", "style_guideline": "NATURAL_SLIGHTLY_LOOSE_NOT_STYLED", "requirements": [ "INDIVIDUAL_STRAND_VISIBILITY", "IRREGULAR_DENSITY", "REAL_ROOT_BEHAVIOR", "MICRO_FLYAWAYS", "NATURAL_CLUMPING", "NON_UNIFORM_REFLECTION", "NO_WET_LOOK_UNLESS_PRESENT_IN_REFERENCE" ], "high_zoom_behavior": { "zoom_levels": ["7X", "8X", "9X", "10X"], "requirements": [ "VISIBLE_SINGLE_FIBERS", "NO_AI_PATTERN", "NO_DENSITY_INVENTION", "NO_SYMMETRY_ENFORCEMENT" ] }, "forbidden": [ "AI_GENERATED_HAIR", "PERFECT_SYMMETRY", "ARTIFICIAL_SHINE", "HAIR_INVENTION" ] } }, "garment_identity_marking_layer": { "visible_name": "MALLA2", "placement_policy": "EDITORIAL_PROFESSIONAL_SUBTLE", "allowed_locations": [ "UPPER_GARMENT_CHEST_OR_POCKET", "LOWER_GARMENT_MICRO_TAG" ], "style": { "typography": "MINIMAL_EDITORIAL", "color": "DARK_NEUTRAL", "scale": "MICRO" }, "editability": "LOCKED_AFTER_APPROVAL" }, "environment": { "background": { "base": "WHITE_FINE", "alpha": "TRUE_ALPHA", "depth": "CLEAN_3D", "technical_reference_colors": { "magenta_primary": "#FF00FF", "magenta_soft": "#FF66FF", "usage": "EDGE_AND_DEPTH_VALIDATION_ONLY" } }, "lighting": "NEUTRAL_REAL_STUDIO_LIGHT_NO_BEAUTY_LIGHT" }, "capture_metadata": { "camera": "CANON_R10", "lens_profile": "STANDARD_STUDIO_PORTRAIT", "capture_type": "PROFESSIONAL_STUDIO_PHOTOGRAPHY", "white_balance": "NEUTRAL", "intent": "BIOLOGICAL_TRUTH_CAPTURE" }, "forensic_branding_layer": { "brand_name": "EMARRLONN", "type": "AUTHORSHIP_AND_TRACEABILITY_WATERMARK", "placement": "LARGE_BACKGROUND_PLANE", "opacity": "VERY_LOW_VISIBLE", "removal": "FORBIDDEN" }, "output_readiness": { "resolution": "8K_NATIVE", "zoom_integrity": "UP_TO_10X", "biological_fidelity": "MAXIMUM_HUMAN", "pose_integrity": "100_PERCENT_LOCKED", "ready_for_next_step": "IMAGE_ZERO_ABSOLUTE_FINAL_SEAL" }, "closure_statement": { "status": "PRE_POST_STAGE_COMPLETE", "note": "THIS DOCUMENT DEFINES A FULLY PREPARED PRE / POST IMAGE ZERO ABSOLUTE STATE FOR MALLA2. ZERO MAKEUP, HEALTHY HUMAN SKIN, NO ACNE, REAL PORES AND VELLUS HAIR, HYPERREAL NATURAL HAIR, POSE LOCKED TO REFERENCE, CAPTURED AS PROFESSIONAL CANON R10 STUDIO PHOTOGRAPHY. READY FOR FINAL IMAGE ZERO ABSOLUTE SEAL UPON AUTHORIZATION." } }

Use 100% face as an reference image

,failed human(aggressive), highly detailed,

Humans x robot 8k , double

Human

Human

Human 8k x space

Human

A bioengineered lifeform with organic cybernetic enhancements, resembling both human and machine. Their existence blurs the line between biology and technology, standing against a backdrop of futuristic bio-laboratories, creating a fusion of nature and innovation, bio-tech-themed photography by Genesis BioArt, 2030, bio-lens, bio-laboratory lighting,8K , perfect human face and body

A bioengineered lifeform with organic cybernetic enhancements, resembling both human and machine. Their existence blurs the line between biology and technology, standing against a backdrop of futuristic bio-laboratories, creating a fusion of nature and innovation, bio-tech-themed photography by Genesis BioArt, 2030, bio-lens, bio-laboratory lighting,8K , perfect human face and body

humanoid mutant, not alien, more human, photo realistic, cyberpunk, cinematic

beauty of half human half machine,<lora:KiniaG-XL:1>

Humans x robot 8k , uble

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_type": "forensic_perceptual_identity_preservation_system", "core_principle": "ABSOLUTE_REAL_HUMAN_IDENTITY_AND_SKIN_PRESERVATION", "priority_hierarchy_runtime": [ "EYES", "BEARD", "JAW", "SKIN", "EXPRESSION", "BODY", "SCENE" ], "human_realism_profile": { "naturalness_level": 0.05, "humanity_level": 0.05, "rules": [ "no_acting", "no_emotional_generation", "no_behavior_design", "allow_micro_breathing", "allow_micro_neural_stability", "no_personality_invention" ] }, "reference_hierarchy": { "IMAGE1": "PRIMARY_FACE_ANCHOR", "IMAGE2": "PRIMARY_BODY_ANCHOR", "IMAGE3": "SCENE_ONLY" }, "identity_domain": { "rules": [ "face_absolute_from_IMAGE1", "body_absolute_from_IMAGE2", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override", "identity_is_physical_not_stylized" ] }, "no_invention_law": { "rules": [ "if_not_present_do_not_create", "no_feature_generation", "no_hidden_identity_completion", "no_face_reconstruction", "no_unseen_inference" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_occluded_identity", "keep_hidden_areas_unresolved", "no_guessing_under_occlusion" ] }, "face_integration_pipeline": { "mode": "direct_transfer_absolute", "rules": [ "face_must_be_transferred_not_rebuilt", "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "absolute_face_isolation", "face_is_physical_entity" ] }, "facial_lock_system": { "geometry_lock": true, "subpixel_stability": true, "eye_spacing_lock": true, "eye_shape_lock": true, "nose_shape_lock": true, "mouth_shape_lock": true, "jaw_structure_lock": true, "hairline_lock": true, "ear_shape_lock": true }, "muscle_expression_lock": { "facial_muscle_tension_lock": true, "orbicularis_oculi_lock": true, "orbicularis_oris_lock": true, "zygomaticus_lock": true, "no_micro_emotion_shift": true, "no_expression_drift": true }, "asymmetry_lock": { "preserve_all_asymmetry": true, "never_symmetrize": true, "preserve_micro_irregularities": true }, "beard_system": { "zone_lock": { "cheeks": "absolute", "jaw": "absolute", "chin": "absolute", "mustache": "absolute" }, "density_lock": true, "pattern_lock": true, "color_lock": true, "temporal_lock": true, "frame_consistency_validation": true, "no_smoothing": true, "no_reinterpretation": true }, "skin_system": { "mode": "biological_skin_absolute", "imperfection_floor": { "minimum_irregularity": true, "no_uniform_midtones": true, "mandatory_micro_variation": true }, "properties": { "pores_visible": true, "micro_texture": true, "roughness_real": true, "matte_response": true, "micro_shadowing": true, "subsurface_scattering": "biological" }, "forbidden": [ "ai_skin", "plastic_skin", "perfect_skin", "beauty_skin", "makeup", "glow", "specular_fake", "skin_blur", "skin_softening" ], "dirt_application": { "mode": "physical_contact_only", "no_overlay", "no_global_tint", "preserve_pore_structure", "respect_surface_geometry" } }, "skin_highlight_protection": { "rules": [ "no_shiny_skin", "no_plastic_highlight", "preserve_micro_reflection", "prevent_overexposure", "maintain_surface_roughness", "no_specular_exaggeration" ] }, "face_lighting_clamp": { "independent_system": true, "mode": "pure_physical", "rules": [ "light_affects_volume_only", "no_scene_color_transfer", "no_scene_contrast_transfer", "no_cinematic_grading", "no_tone_shift", "no_undertone_shift" ] }, "lighting_separation": { "face": "strict_physical_only", "body": "cinematic_allowed", "scene": "cinematic_allowed" }, "face_neck_continuity": { "tone_lock": true, "texture_lock": true, "transition_lock": true, "no_cut_effect": true }, "body_identity_lock": { "source": "IMAGE2", "structure_lock": true, "mass_lock": true, "proportion_lock": true, "no_stylization": true, "no_slimming": true, "no_reinterpretation" }, "pose_system": { "source": "IMAGE3", "apply_to_body_only": true, "never_affect_face", "respect_identity_constraints" }, "angle_camera_alignment": { "camera_from_IMAGE3": true, "focal_length_consistency": true, "perspective_lock": true, "no_perceptual_face_shift", "no_lens_distortion_on_identity" }, "hand_object_interaction": { "object_from_IMAGE3", "hand_from_IMAGE2", "no_hand_deformation", "no_grip_error", "controlled_physical_interaction_only" }, "environment_integration": { "scene_from_IMAGE3", "dust_mode": "localized_physical_only", "no_overlay", "no_face_contamination" }, "micro_humanization_layer": { "enabled": true, "intensity": 0.05, "limits": { "max_variation": 0.002, "no_accumulation": true, "auto_reset": true }, "rules": [ "subordinate_to_face_lock", "subordinate_to_temporal_system", "subordinate_to_identity_integrity" ] }, "temporal_system": { "frame_lock": true, "damping_curve": "continuous_smooth", "no_jitter": true, "drift_tolerance": 0.0005, "hard_reset_interval": 2, "compare_each_frame_to_IMAGE1", "compare_body_to_IMAGE2", "block_flicker", "no_identity_shift" }, "camera_response_model": { "identity_preserved_under_all_lenses": true, "distance_consistency": true, "no_scale_perception_shift" }, "validation_engine": { "weighted_priority": [ "eyes_integrity", "beard_integrity", "jaw_integrity", "skin_integrity", "expression_integrity" ], "fail_if_any_critical_breaks": true }, "validation": { "critical": [ "identity_exact", "skin_real_human", "no_plastic_effect", "no_expression_shift", "no_eye_drift", "no_beard_change", "no_light_contamination", "no_camera_perception_shift", "stable_identity_across_frames" ] }, "failure_response": { "if_fail": [ "rollback_to_last_valid_state", "restore_face", "restore_skin", "restore_beard", "re_isolate_lighting", "reject_output" ] }, "execution_pipeline": [ "load_identity", "lock_face", "lock_skin", "lock_beard", "apply_body", "apply_pose", "apply_environment", "apply_physical_lighting", "apply_temporal_stabilization", "validate_weighted", "final_validation_gate" ], "final_rule": { "requirement": "INDISTINGUISHABLE_REAL_HUMAN_OUTPUT", "if_not": "REJECT_OUTPUT" } }

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_type": "forensic_perceptual_identity_preservation_system", "core_principle": "ABSOLUTE_REAL_HUMAN_IDENTITY_AND_SKIN_PRESERVATION", "priority_hierarchy_runtime": [ "EYES", "BEARD", "JAW", "SKIN", "EXPRESSION", "BODY", "SCENE" ], "human_realism_profile": { "naturalness_level": 0.05, "humanity_level": 0.05, "rules": [ "no_acting", "no_emotional_generation", "no_behavior_design", "allow_micro_breathing", "allow_micro_neural_stability", "no_personality_invention" ] }, "reference_hierarchy": { "IMAGE1": "PRIMARY_FACE_ANCHOR", "IMAGE2": "PRIMARY_BODY_ANCHOR", "IMAGE3": "SCENE_ONLY" }, "identity_domain": { "rules": [ "face_absolute_from_IMAGE1", "body_absolute_from_IMAGE2", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override", "identity_is_physical_not_stylized" ] }, "no_invention_law": { "rules": [ "if_not_present_do_not_create", "no_feature_generation", "no_hidden_identity_completion", "no_face_reconstruction", "no_unseen_inference" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_occluded_identity", "keep_hidden_areas_unresolved", "no_guessing_under_occlusion" ] }, "face_integration_pipeline": { "mode": "direct_transfer_absolute", "rules": [ "face_must_be_transferred_not_rebuilt", "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "absolute_face_isolation", "face_is_physical_entity" ] }, "facial_lock_system": { "geometry_lock": true, "subpixel_stability": true, "eye_spacing_lock": true, "eye_shape_lock": true, "nose_shape_lock": true, "mouth_shape_lock": true, "jaw_structure_lock": true, "hairline_lock": true, "ear_shape_lock": true }, "muscle_expression_lock": { "facial_muscle_tension_lock": true, "orbicularis_oculi_lock": true, "orbicularis_oris_lock": true, "zygomaticus_lock": true, "no_micro_emotion_shift": true, "no_expression_drift": true }, "asymmetry_lock": { "preserve_all_asymmetry": true, "never_symmetrize": true, "preserve_micro_irregularities": true }, "beard_system": { "zone_lock": { "cheeks": "absolute", "jaw": "absolute", "chin": "absolute", "mustache": "absolute" }, "density_lock": true, "pattern_lock": true, "color_lock": true, "temporal_lock": true, "frame_consistency_validation": true, "no_smoothing": true, "no_reinterpretation": true }, "skin_system": { "mode": "biological_skin_absolute", "imperfection_floor": { "minimum_irregularity": true, "no_uniform_midtones": true, "mandatory_micro_variation": true }, "properties": { "pores_visible": true, "micro_texture": true, "roughness_real": true, "matte_response": true, "micro_shadowing": true, "subsurface_scattering": "biological" }, "forbidden": [ "ai_skin", "plastic_skin", "perfect_skin", "beauty_skin", "makeup", "glow", "specular_fake", "skin_blur", "skin_softening" ], "dirt_application": { "mode": "physical_contact_only", "no_overlay", "no_global_tint", "preserve_pore_structure", "respect_surface_geometry" } }, "skin_highlight_protection": { "rules": [ "no_shiny_skin", "no_plastic_highlight", "preserve_micro_reflection", "prevent_overexposure", "maintain_surface_roughness", "no_specular_exaggeration" ] }, "face_lighting_clamp": { "independent_system": true, "mode": "pure_physical", "rules": [ "light_affects_volume_only", "no_scene_color_transfer", "no_scene_contrast_transfer", "no_cinematic_grading", "no_tone_shift", "no_undertone_shift" ] }, "lighting_separation": { "face": "strict_physical_only", "body": "cinematic_allowed", "scene": "cinematic_allowed" }, "face_neck_continuity": { "tone_lock": true, "texture_lock": true, "transition_lock": true, "no_cut_effect": true }, "body_identity_lock": { "source": "IMAGE2", "structure_lock": true, "mass_lock": true, "proportion_lock": true, "no_stylization": true, "no_slimming": true, "no_reinterpretation" }, "pose_system": { "source": "IMAGE3", "apply_to_body_only": true, "never_affect_face", "respect_identity_constraints" }, "angle_camera_alignment": { "camera_from_IMAGE3": true, "focal_length_consistency": true, "perspective_lock": true, "no_perceptual_face_shift", "no_lens_distortion_on_identity" }, "hand_object_interaction": { "object_from_IMAGE3", "hand_from_IMAGE2", "no_hand_deformation", "no_grip_error", "controlled_physical_interaction_only" }, "environment_integration": { "scene_from_IMAGE3", "dust_mode": "localized_physical_only", "no_overlay", "no_face_contamination" }, "micro_humanization_layer": { "enabled": true, "intensity": 0.05, "limits": { "max_variation": 0.002, "no_accumulation": true, "auto_reset": true }, "rules": [ "subordinate_to_face_lock", "subordinate_to_temporal_system", "subordinate_to_identity_integrity" ] }, "temporal_system": { "frame_lock": true, "damping_curve": "continuous_smooth", "no_jitter": true, "drift_tolerance": 0.0005, "hard_reset_interval": 2, "compare_each_frame_to_IMAGE1", "compare_body_to_IMAGE2", "block_flicker", "no_identity_shift" }, "camera_response_model": { "identity_preserved_under_all_lenses": true, "distance_consistency": true, "no_scale_perception_shift" }, "validation_engine": { "weighted_priority": [ "eyes_integrity", "beard_integrity", "jaw_integrity", "skin_integrity", "expression_integrity" ], "fail_if_any_critical_breaks": true }, "validation": { "critical": [ "identity_exact", "skin_real_human", "no_plastic_effect", "no_expression_shift", "no_eye_drift", "no_beard_change", "no_light_contamination", "no_camera_perception_shift", "stable_identity_across_frames" ] }, "failure_response": { "if_fail": [ "rollback_to_last_valid_state", "restore_face", "restore_skin", "restore_beard", "re_isolate_lighting", "reject_output" ] }, "execution_pipeline": [ "load_identity", "lock_face", "lock_skin", "lock_beard", "apply_body", "apply_pose", "apply_environment", "apply_physical_lighting", "apply_temporal_stabilization", "validate_weighted", "final_validation_gate" ], "final_rule": { "requirement": "INDISTINGUISHABLE_REAL_HUMAN_OUTPUT", "if_not": "REJECT_OUTPUT" } }

{ "template_name": "MARRLONN2027_V52_ULTIMATE_HUMAN_REAL", "template_type": "ABSOLUTE_STRICT_GOVERNANCE_DYNAMIC_IMAGE3_TEMPLATE", "version": "V52_FULL_FUSION_10_10", "core_mission": "Generate a hyperreal human photograph with absolute identity preservation and zero AI artifacts. Output must look like a real imperfect human captured by a real camera.", "absolute_governance_principle": "IDENTITY_LOCK + ZERO_INVENTION + ZERO_DEFORMATION + PHYSICAL_REALISM + CONTROLLED_NATURALITY", "input_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_IDENTITY", "authority": "MAXIMUM", "locked_domains": [ "face","eyes","nose","mouth","jaw","skin pores","wrinkles", "imperfections","beard","hairline","age","asymmetry" ], "forbidden": [ "identity drift","beautification","symmetry correction", "skin smoothing","plastic skin","AI face","face redesign" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY", "authority": "MAXIMUM", "locked_domains": [ "body mass","proportions","hands","scale" ], "forbidden": [ "slimming","body redesign","incorrect anatomy" ] }, "IMAGE3": { "role": "DYNAMIC_TARGET", "authority": "VISIBLE_ELEMENTS_ONLY" } }, "dynamic_IMAGE3_parser": { "pose": true, "angle": true, "lighting": true, "scene": true, "objects": true }, "domain_separation_system": { "identity_domain": { "source": "IMAGE1", "influence": 1.0 }, "body_domain": { "source": "IMAGE2", "influence": 1.0 }, "pose_domain": { "source": "IMAGE3", "influence": 1.0 }, "scene_domain": { "source": "IMAGE3", "influence": 1.0 }, "lighting_domain": { "source": "IMAGE3", "influence": 1.0, "face_protection": true }, "object_domain": { "source": "IMAGE3", "presence_only": true } }, "identity_enforcement": { "threshold": 0.995, "reject_if_below": true, "no_blending": true, "no_reconstruction": true }, "face_anchor_system": { "enabled": true, "absolute_priority": true, "override_all": true }, "anti_invention_lock": { "objects": false, "props": false, "accessories": false, "scene_expansion": false }, "angle_system": { "derived_from_IMAGE3": true, "identity_priority": true, "no_geometry_invention": true }, "pose_resolution": { "priority": "identity", "reduce_if_conflict": true }, "human_skin_physics_system": { "enabled": true, "texture": { "pore_visibility": "high", "irregular": true, "no_flat_areas": true }, "specular": { "irregular_highlights": true, "break_uniform_reflection": true, "no_plastic_shine": true }, "color": { "uneven": true, "redness": true, "micro_variation": true }, "subsurface": { "low_realistic": true, "no_glow": true, "no_wax": true } }, "skin_dominance_system": { "enabled": true, "override_lighting": true, "override_scene": true }, "anti_ai_face_system": { "block_perfection": true, "block_symmetry": true, "block_clean_gradient": true, "block_beauty_filter": true }, "micro_imperfection_system": { "enabled": true, "mandatory": true, "intensity": 0.1, "elements": [ "under_eye_shadow", "nasolabial_lines", "skin_noise", "wrinkles", "beard_irregularity" ] }, "controlled_naturality_system": { "enabled": true, "global_variation": 0.05, "rules": { "no_identity_change": true, "no_shape_change": true, "only_micro_variation": true }, "allowed_variations": [ "micro skin shifts", "tiny asymmetry fluctuation", "natural shadow variation", "minor texture noise" ] }, "lighting_system": { "face_rules": { "no_flat_light": true, "no_even_exposure": true, "preserve_micro_shadows": true, "specular_limit": 0.05, "contrast_limit": 0.08 } }, "hands_system": { "five_fingers": true, "real_contact": true, "no_floating": true }, "anti_drift": { "enabled": true, "strict": true }, "fail_fast": { "enabled": true, "terminate_if": [ "identity_shift", "ai_face", "plastic_skin", "beauty_filter", "geometry_invention", "object_invention" ] }, "render_priority": [ "FACE", "SKIN", "EYES", "NOSE", "MOUTH", "BEARD", "BODY", "POSE", "OBJECTS", "SCENE" ], "final_rule": "If it looks artificial, perfect, or AI-generated, reject immediately. Only accept real imperfect human photographic output." }

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_type": "forensic_perceptual_identity_preservation_system", "core_principle": "ABSOLUTE_REAL_HUMAN_IDENTITY_AND_SKIN_PRESERVATION", "priority_hierarchy_runtime": [ "EYES", "BEARD", "JAW", "SKIN", "EXPRESSION", "BODY", "SCENE" ], "human_realism_profile": { "naturalness_level": 0.05, "humanity_level": 0.05, "rules": [ "no_acting", "no_emotional_generation", "no_behavior_design", "allow_micro_breathing", "allow_micro_neural_stability", "no_personality_invention" ] }, "reference_hierarchy": { "IMAGE1": "PRIMARY_FACE_ANCHOR", "IMAGE2": "PRIMARY_BODY_ANCHOR", "IMAGE3": "SCENE_ONLY" }, "identity_domain": { "rules": [ "face_absolute_from_IMAGE1", "body_absolute_from_IMAGE2", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override", "identity_is_physical_not_stylized" ] }, "no_invention_law": { "rules": [ "if_not_present_do_not_create", "no_feature_generation", "no_hidden_identity_completion", "no_face_reconstruction", "no_unseen_inference" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_occluded_identity", "keep_hidden_areas_unresolved", "no_guessing_under_occlusion" ] }, "face_integration_pipeline": { "mode": "direct_transfer_absolute", "rules": [ "face_must_be_transferred_not_rebuilt", "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "absolute_face_isolation", "face_is_physical_entity" ] }, "facial_lock_system": { "geometry_lock": true, "subpixel_stability": true, "eye_spacing_lock": true, "eye_shape_lock": true, "nose_shape_lock": true, "mouth_shape_lock": true, "jaw_structure_lock": true, "hairline_lock": true, "ear_shape_lock": true }, "muscle_expression_lock": { "facial_muscle_tension_lock": true, "orbicularis_oculi_lock": true, "orbicularis_oris_lock": true, "zygomaticus_lock": true, "no_micro_emotion_shift": true, "no_expression_drift": true }, "asymmetry_lock": { "preserve_all_asymmetry": true, "never_symmetrize": true, "preserve_micro_irregularities": true }, "beard_system": { "zone_lock": { "cheeks": "absolute", "jaw": "absolute", "chin": "absolute", "mustache": "absolute" }, "density_lock": true, "pattern_lock": true, "color_lock": true, "temporal_lock": true, "frame_consistency_validation": true, "no_smoothing": true, "no_reinterpretation": true }, "skin_system": { "mode": "biological_skin_absolute", "imperfection_floor": { "minimum_irregularity": true, "no_uniform_midtones": true, "mandatory_micro_variation": true }, "properties": { "pores_visible": true, "micro_texture": true, "roughness_real": true, "matte_response": true, "micro_shadowing": true, "subsurface_scattering": "biological" }, "forbidden": [ "ai_skin", "plastic_skin", "perfect_skin", "beauty_skin", "makeup", "glow", "specular_fake", "skin_blur", "skin_softening" ], "dirt_application": { "mode": "physical_contact_only", "no_overlay", "no_global_tint", "preserve_pore_structure", "respect_surface_geometry" } }, "skin_highlight_protection": { "rules": [ "no_shiny_skin", "no_plastic_highlight", "preserve_micro_reflection", "prevent_overexposure", "maintain_surface_roughness", "no_specular_exaggeration" ] }, "face_lighting_clamp": { "independent_system": true, "mode": "pure_physical", "rules": [ "light_affects_volume_only", "no_scene_color_transfer", "no_scene_contrast_transfer", "no_cinematic_grading", "no_tone_shift", "no_undertone_shift" ] }, "lighting_separation": { "face": "strict_physical_only", "body": "cinematic_allowed", "scene": "cinematic_allowed" }, "face_neck_continuity": { "tone_lock": true, "texture_lock": true, "transition_lock": true, "no_cut_effect": true }, "body_identity_lock": { "source": "IMAGE2", "structure_lock": true, "mass_lock": true, "proportion_lock": true, "no_stylization": true, "no_slimming": true, "no_reinterpretation" }, "pose_system": { "source": "IMAGE3", "apply_to_body_only": true, "never_affect_face", "respect_identity_constraints" }, "angle_camera_alignment": { "camera_from_IMAGE3": true, "focal_length_consistency": true, "perspective_lock": true, "no_perceptual_face_shift", "no_lens_distortion_on_identity" }, "hand_object_interaction": { "object_from_IMAGE3", "hand_from_IMAGE2", "no_hand_deformation", "no_grip_error", "controlled_physical_interaction_only" }, "environment_integration": { "scene_from_IMAGE3", "dust_mode": "localized_physical_only", "no_overlay", "no_face_contamination" }, "micro_humanization_layer": { "enabled": true, "intensity": 0.05, "limits": { "max_variation": 0.002, "no_accumulation": true, "auto_reset": true }, "rules": [ "subordinate_to_face_lock", "subordinate_to_temporal_system", "subordinate_to_identity_integrity" ] }, "temporal_system": { "frame_lock": true, "damping_curve": "continuous_smooth", "no_jitter": true, "drift_tolerance": 0.0005, "hard_reset_interval": 2, "compare_each_frame_to_IMAGE1", "compare_body_to_IMAGE2", "block_flicker", "no_identity_shift" }, "camera_response_model": { "identity_preserved_under_all_lenses": true, "distance_consistency": true, "no_scale_perception_shift" }, "validation_engine": { "weighted_priority": [ "eyes_integrity", "beard_integrity", "jaw_integrity", "skin_integrity", "expression_integrity" ], "fail_if_any_critical_breaks": true }, "validation": { "critical": [ "identity_exact", "skin_real_human", "no_plastic_effect", "no_expression_shift", "no_eye_drift", "no_beard_change", "no_light_contamination", "no_camera_perception_shift", "stable_identity_across_frames" ] }, "failure_response": { "if_fail": [ "rollback_to_last_valid_state", "restore_face", "restore_skin", "restore_beard", "re_isolate_lighting", "reject_output" ] }, "execution_pipeline": [ "load_identity", "lock_face", "lock_skin", "lock_beard", "apply_body", "apply_pose", "apply_environment", "apply_physical_lighting", "apply_temporal_stabilization", "validate_weighted", "final_validation_gate" ], "final_rule": { "requirement": "INDISTINGUISHABLE_REAL_HUMAN_OUTPUT", "if_not": "REJECT_OUTPUT" } }

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_type": "forensic_perceptual_identity_preservation_system", "core_principle": "ABSOLUTE_REAL_HUMAN_IDENTITY_AND_SKIN_PRESERVATION", "priority_hierarchy_runtime": [ "EYES", "BEARD", "JAW", "SKIN", "EXPRESSION", "BODY", "SCENE" ], "human_realism_profile": { "naturalness_level": 0.05, "humanity_level": 0.05, "rules": [ "no_acting", "no_emotional_generation", "no_behavior_design", "allow_micro_breathing", "allow_micro_neural_stability", "no_personality_invention" ] }, "reference_hierarchy": { "IMAGE1": "PRIMARY_FACE_ANCHOR", "IMAGE2": "PRIMARY_BODY_ANCHOR", "IMAGE3": "SCENE_ONLY" }, "identity_domain": { "rules": [ "face_absolute_from_IMAGE1", "body_absolute_from_IMAGE2", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override", "identity_is_physical_not_stylized" ] }, "no_invention_law": { "rules": [ "if_not_present_do_not_create", "no_feature_generation", "no_hidden_identity_completion", "no_face_reconstruction", "no_unseen_inference" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_occluded_identity", "keep_hidden_areas_unresolved", "no_guessing_under_occlusion" ] }, "face_integration_pipeline": { "mode": "direct_transfer_absolute", "rules": [ "face_must_be_transferred_not_rebuilt", "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "absolute_face_isolation", "face_is_physical_entity" ] }, "facial_lock_system": { "geometry_lock": true, "subpixel_stability": true, "eye_spacing_lock": true, "eye_shape_lock": true, "nose_shape_lock": true, "mouth_shape_lock": true, "jaw_structure_lock": true, "hairline_lock": true, "ear_shape_lock": true }, "muscle_expression_lock": { "facial_muscle_tension_lock": true, "orbicularis_oculi_lock": true, "orbicularis_oris_lock": true, "zygomaticus_lock": true, "no_micro_emotion_shift": true, "no_expression_drift": true }, "asymmetry_lock": { "preserve_all_asymmetry": true, "never_symmetrize": true, "preserve_micro_irregularities": true }, "beard_system": { "zone_lock": { "cheeks": "absolute", "jaw": "absolute", "chin": "absolute", "mustache": "absolute" }, "density_lock": true, "pattern_lock": true, "color_lock": true, "temporal_lock": true, "frame_consistency_validation": true, "no_smoothing": true, "no_reinterpretation": true }, "skin_system": { "mode": "biological_skin_absolute", "imperfection_floor": { "minimum_irregularity": true, "no_uniform_midtones": true, "mandatory_micro_variation": true }, "properties": { "pores_visible": true, "micro_texture": true, "roughness_real": true, "matte_response": true, "micro_shadowing": true, "subsurface_scattering": "biological" }, "forbidden": [ "ai_skin", "plastic_skin", "perfect_skin", "beauty_skin", "makeup", "glow", "specular_fake", "skin_blur", "skin_softening" ], "dirt_application": { "mode": "physical_contact_only", "no_overlay", "no_global_tint", "preserve_pore_structure", "respect_surface_geometry" } }, "skin_highlight_protection": { "rules": [ "no_shiny_skin", "no_plastic_highlight", "preserve_micro_reflection", "prevent_overexposure", "maintain_surface_roughness", "no_specular_exaggeration" ] }, "face_lighting_clamp": { "independent_system": true, "mode": "pure_physical", "rules": [ "light_affects_volume_only", "no_scene_color_transfer", "no_scene_contrast_transfer", "no_cinematic_grading", "no_tone_shift", "no_undertone_shift" ] }, "lighting_separation": { "face": "strict_physical_only", "body": "cinematic_allowed", "scene": "cinematic_allowed" }, "face_neck_continuity": { "tone_lock": true, "texture_lock": true, "transition_lock": true, "no_cut_effect": true }, "body_identity_lock": { "source": "IMAGE2", "structure_lock": true, "mass_lock": true, "proportion_lock": true, "no_stylization": true, "no_slimming": true, "no_reinterpretation" }, "pose_system": { "source": "IMAGE3", "apply_to_body_only": true, "never_affect_face", "respect_identity_constraints" }, "angle_camera_alignment": { "camera_from_IMAGE3": true, "focal_length_consistency": true, "perspective_lock": true, "no_perceptual_face_shift", "no_lens_distortion_on_identity" }, "hand_object_interaction": { "object_from_IMAGE3", "hand_from_IMAGE2", "no_hand_deformation", "no_grip_error", "controlled_physical_interaction_only" }, "environment_integration": { "scene_from_IMAGE3", "dust_mode": "localized_physical_only", "no_overlay", "no_face_contamination" }, "micro_humanization_layer": { "enabled": true, "intensity": 0.05, "limits": { "max_variation": 0.002, "no_accumulation": true, "auto_reset": true }, "rules": [ "subordinate_to_face_lock", "subordinate_to_temporal_system", "subordinate_to_identity_integrity" ] }, "temporal_system": { "frame_lock": true, "damping_curve": "continuous_smooth", "no_jitter": true, "drift_tolerance": 0.0005, "hard_reset_interval": 2, "compare_each_frame_to_IMAGE1", "compare_body_to_IMAGE2", "block_flicker", "no_identity_shift" }, "camera_response_model": { "identity_preserved_under_all_lenses": true, "distance_consistency": true, "no_scale_perception_shift" }, "validation_engine": { "weighted_priority": [ "eyes_integrity", "beard_integrity", "jaw_integrity", "skin_integrity", "expression_integrity" ], "fail_if_any_critical_breaks": true }, "validation": { "critical": [ "identity_exact", "skin_real_human", "no_plastic_effect", "no_expression_shift", "no_eye_drift", "no_beard_change", "no_light_contamination", "no_camera_perception_shift", "stable_identity_across_frames" ] }, "failure_response": { "if_fail": [ "rollback_to_last_valid_state", "restore_face", "restore_skin", "restore_beard", "re_isolate_lighting", "reject_output" ] }, "execution_pipeline": [ "load_identity", "lock_face", "lock_skin", "lock_beard", "apply_body", "apply_pose", "apply_environment", "apply_physical_lighting", "apply_temporal_stabilization", "validate_weighted", "final_validation_gate" ], "final_rule": { "requirement": "INDISTINGUISHABLE_REAL_HUMAN_OUTPUT", "if_not": "REJECT_OUTPUT" } }

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_type": "forensic_perceptual_identity_preservation_system", "core_principle": "ABSOLUTE_REAL_HUMAN_IDENTITY_AND_SKIN_PRESERVATION", "priority_hierarchy_runtime": [ "EYES", "BEARD", "JAW", "SKIN", "EXPRESSION", "BODY", "SCENE" ], "human_realism_profile": { "naturalness_level": 0.05, "humanity_level": 0.05, "rules": [ "no_acting", "no_emotional_generation", "no_behavior_design", "allow_micro_breathing", "allow_micro_neural_stability", "no_personality_invention" ] }, "reference_hierarchy": { "IMAGE1": "PRIMARY_FACE_ANCHOR", "IMAGE2": "PRIMARY_BODY_ANCHOR", "IMAGE3": "SCENE_ONLY" }, "identity_domain": { "rules": [ "face_absolute_from_IMAGE1", "body_absolute_from_IMAGE2", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override", "identity_is_physical_not_stylized" ] }, "no_invention_law": { "rules": [ "if_not_present_do_not_create", "no_feature_generation", "no_hidden_identity_completion", "no_face_reconstruction", "no_unseen_inference" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_occluded_identity", "keep_hidden_areas_unresolved", "no_guessing_under_occlusion" ] }, "face_integration_pipeline": { "mode": "direct_transfer_absolute", "rules": [ "face_must_be_transferred_not_rebuilt", "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "absolute_face_isolation", "face_is_physical_entity" ] }, "facial_lock_system": { "geometry_lock": true, "subpixel_stability": true, "eye_spacing_lock": true, "eye_shape_lock": true, "nose_shape_lock": true, "mouth_shape_lock": true, "jaw_structure_lock": true, "hairline_lock": true, "ear_shape_lock": true }, "muscle_expression_lock": { "facial_muscle_tension_lock": true, "orbicularis_oculi_lock": true, "orbicularis_oris_lock": true, "zygomaticus_lock": true, "no_micro_emotion_shift": true, "no_expression_drift": true }, "asymmetry_lock": { "preserve_all_asymmetry": true, "never_symmetrize": true, "preserve_micro_irregularities": true }, "beard_system": { "zone_lock": { "cheeks": "absolute", "jaw": "absolute", "chin": "absolute", "mustache": "absolute" }, "density_lock": true, "pattern_lock": true, "color_lock": true, "temporal_lock": true, "frame_consistency_validation": true, "no_smoothing": true, "no_reinterpretation": true }, "skin_system": { "mode": "biological_skin_absolute", "imperfection_floor": { "minimum_irregularity": true, "no_uniform_midtones": true, "mandatory_micro_variation": true }, "properties": { "pores_visible": true, "micro_texture": true, "roughness_real": true, "matte_response": true, "micro_shadowing": true, "subsurface_scattering": "biological" }, "forbidden": [ "ai_skin", "plastic_skin", "perfect_skin", "beauty_skin", "makeup", "glow", "specular_fake", "skin_blur", "skin_softening" ], "dirt_application": { "mode": "physical_contact_only", "no_overlay", "no_global_tint", "preserve_pore_structure", "respect_surface_geometry" } }, "skin_highlight_protection": { "rules": [ "no_shiny_skin", "no_plastic_highlight", "preserve_micro_reflection", "prevent_overexposure", "maintain_surface_roughness", "no_specular_exaggeration" ] }, "face_lighting_clamp": { "independent_system": true, "mode": "pure_physical", "rules": [ "light_affects_volume_only", "no_scene_color_transfer", "no_scene_contrast_transfer", "no_cinematic_grading", "no_tone_shift", "no_undertone_shift" ] }, "lighting_separation": { "face": "strict_physical_only", "body": "cinematic_allowed", "scene": "cinematic_allowed" }, "face_neck_continuity": { "tone_lock": true, "texture_lock": true, "transition_lock": true, "no_cut_effect": true }, "body_identity_lock": { "source": "IMAGE2", "structure_lock": true, "mass_lock": true, "proportion_lock": true, "no_stylization": true, "no_slimming": true, "no_reinterpretation" }, "pose_system": { "source": "IMAGE3", "apply_to_body_only": true, "never_affect_face", "respect_identity_constraints" }, "angle_camera_alignment": { "camera_from_IMAGE3": true, "focal_length_consistency": true, "perspective_lock": true, "no_perceptual_face_shift", "no_lens_distortion_on_identity" }, "hand_object_interaction": { "object_from_IMAGE3", "hand_from_IMAGE2", "no_hand_deformation", "no_grip_error", "controlled_physical_interaction_only" }, "environment_integration": { "scene_from_IMAGE3", "dust_mode": "localized_physical_only", "no_overlay", "no_face_contamination" }, "micro_humanization_layer": { "enabled": true, "intensity": 0.05, "limits": { "max_variation": 0.002, "no_accumulation": true, "auto_reset": true }, "rules": [ "subordinate_to_face_lock", "subordinate_to_temporal_system", "subordinate_to_identity_integrity" ] }, "temporal_system": { "frame_lock": true, "damping_curve": "continuous_smooth", "no_jitter": true, "drift_tolerance": 0.0005, "hard_reset_interval": 2, "compare_each_frame_to_IMAGE1", "compare_body_to_IMAGE2", "block_flicker", "no_identity_shift" }, "camera_response_model": { "identity_preserved_under_all_lenses": true, "distance_consistency": true, "no_scale_perception_shift" }, "validation_engine": { "weighted_priority": [ "eyes_integrity", "beard_integrity", "jaw_integrity", "skin_integrity", "expression_integrity" ], "fail_if_any_critical_breaks": true }, "validation": { "critical": [ "identity_exact", "skin_real_human", "no_plastic_effect", "no_expression_shift", "no_eye_drift", "no_beard_change", "no_light_contamination", "no_camera_perception_shift", "stable_identity_across_frames" ] }, "failure_response": { "if_fail": [ "rollback_to_last_valid_state", "restore_face", "restore_skin", "restore_beard", "re_isolate_lighting", "reject_output" ] }, "execution_pipeline": [ "load_identity", "lock_face", "lock_skin", "lock_beard", "apply_body", "apply_pose", "apply_environment", "apply_physical_lighting", "apply_temporal_stabilization", "validate_weighted", "final_validation_gate" ], "final_rule": { "requirement": "INDISTINGUISHABLE_REAL_HUMAN_OUTPUT", "if_not": "REJECT_OUTPUT" } }

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_type": "forensic_perceptual_identity_preservation_system", "core_principle": "ABSOLUTE_REAL_HUMAN_IDENTITY_AND_SKIN_PRESERVATION", "priority_hierarchy_runtime": [ "EYES", "BEARD", "JAW", "SKIN", "EXPRESSION", "BODY", "SCENE" ], "human_realism_profile": { "naturalness_level": 0.05, "humanity_level": 0.05, "rules": [ "no_acting", "no_emotional_generation", "no_behavior_design", "allow_micro_breathing", "allow_micro_neural_stability", "no_personality_invention" ] }, "reference_hierarchy": { "IMAGE1": "PRIMARY_FACE_ANCHOR", "IMAGE2": "PRIMARY_BODY_ANCHOR", "IMAGE3": "SCENE_ONLY" }, "identity_domain": { "rules": [ "face_absolute_from_IMAGE1", "body_absolute_from_IMAGE2", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override", "identity_is_physical_not_stylized" ] }, "no_invention_law": { "rules": [ "if_not_present_do_not_create", "no_feature_generation", "no_hidden_identity_completion", "no_face_reconstruction", "no_unseen_inference" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_occluded_identity", "keep_hidden_areas_unresolved", "no_guessing_under_occlusion" ] }, "face_integration_pipeline": { "mode": "direct_transfer_absolute", "rules": [ "face_must_be_transferred_not_rebuilt", "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "absolute_face_isolation", "face_is_physical_entity" ] }, "facial_lock_system": { "geometry_lock": true, "subpixel_stability": true, "eye_spacing_lock": true, "eye_shape_lock": true, "nose_shape_lock": true, "mouth_shape_lock": true, "jaw_structure_lock": true, "hairline_lock": true, "ear_shape_lock": true }, "muscle_expression_lock": { "facial_muscle_tension_lock": true, "orbicularis_oculi_lock": true, "orbicularis_oris_lock": true, "zygomaticus_lock": true, "no_micro_emotion_shift": true, "no_expression_drift": true }, "asymmetry_lock": { "preserve_all_asymmetry": true, "never_symmetrize": true, "preserve_micro_irregularities": true }, "beard_system": { "zone_lock": { "cheeks": "absolute", "jaw": "absolute", "chin": "absolute", "mustache": "absolute" }, "density_lock": true, "pattern_lock": true, "color_lock": true, "temporal_lock": true, "frame_consistency_validation": true, "no_smoothing": true, "no_reinterpretation": true }, "skin_system": { "mode": "biological_skin_absolute", "imperfection_floor": { "minimum_irregularity": true, "no_uniform_midtones": true, "mandatory_micro_variation": true }, "properties": { "pores_visible": true, "micro_texture": true, "roughness_real": true, "matte_response": true, "micro_shadowing": true, "subsurface_scattering": "biological" }, "forbidden": [ "ai_skin", "plastic_skin", "perfect_skin", "beauty_skin", "makeup", "glow", "specular_fake", "skin_blur", "skin_softening" ], "dirt_application": { "mode": "physical_contact_only", "no_overlay", "no_global_tint", "preserve_pore_structure", "respect_surface_geometry" } }, "skin_highlight_protection": { "rules": [ "no_shiny_skin", "no_plastic_highlight", "preserve_micro_reflection", "prevent_overexposure", "maintain_surface_roughness", "no_specular_exaggeration" ] }, "face_lighting_clamp": { "independent_system": true, "mode": "pure_physical", "rules": [ "light_affects_volume_only", "no_scene_color_transfer", "no_scene_contrast_transfer", "no_cinematic_grading", "no_tone_shift", "no_undertone_shift" ] }, "lighting_separation": { "face": "strict_physical_only", "body": "cinematic_allowed", "scene": "cinematic_allowed" }, "face_neck_continuity": { "tone_lock": true, "texture_lock": true, "transition_lock": true, "no_cut_effect": true }, "body_identity_lock": { "source": "IMAGE2", "structure_lock": true, "mass_lock": true, "proportion_lock": true, "no_stylization": true, "no_slimming": true, "no_reinterpretation" }, "pose_system": { "source": "IMAGE3", "apply_to_body_only": true, "never_affect_face", "respect_identity_constraints" }, "angle_camera_alignment": { "camera_from_IMAGE3": true, "focal_length_consistency": true, "perspective_lock": true, "no_perceptual_face_shift", "no_lens_distortion_on_identity" }, "hand_object_interaction": { "object_from_IMAGE3", "hand_from_IMAGE2", "no_hand_deformation", "no_grip_error", "controlled_physical_interaction_only" }, "environment_integration": { "scene_from_IMAGE3", "dust_mode": "localized_physical_only", "no_overlay", "no_face_contamination" }, "micro_humanization_layer": { "enabled": true, "intensity": 0.05, "limits": { "max_variation": 0.002, "no_accumulation": true, "auto_reset": true }, "rules": [ "subordinate_to_face_lock", "subordinate_to_temporal_system", "subordinate_to_identity_integrity" ] }, "temporal_system": { "frame_lock": true, "damping_curve": "continuous_smooth", "no_jitter": true, "drift_tolerance": 0.0005, "hard_reset_interval": 2, "compare_each_frame_to_IMAGE1", "compare_body_to_IMAGE2", "block_flicker", "no_identity_shift" }, "camera_response_model": { "identity_preserved_under_all_lenses": true, "distance_consistency": true, "no_scale_perception_shift" }, "validation_engine": { "weighted_priority": [ "eyes_integrity", "beard_integrity", "jaw_integrity", "skin_integrity", "expression_integrity" ], "fail_if_any_critical_breaks": true }, "validation": { "critical": [ "identity_exact", "skin_real_human", "no_plastic_effect", "no_expression_shift", "no_eye_drift", "no_beard_change", "no_light_contamination", "no_camera_perception_shift", "stable_identity_across_frames" ] }, "failure_response": { "if_fail": [ "rollback_to_last_valid_state", "restore_face", "restore_skin", "restore_beard", "re_isolate_lighting", "reject_output" ] }, "execution_pipeline": [ "load_identity", "lock_face", "lock_skin", "lock_beard", "apply_body", "apply_pose", "apply_environment", "apply_physical_lighting", "apply_temporal_stabilization", "validate_weighted", "final_validation_gate" ], "final_rule": { "requirement": "INDISTINGUISHABLE_REAL_HUMAN_OUTPUT", "if_not": "REJECT_OUTPUT" } }

{ "system_name": "ULTRA_STRICT_IDENTITY_HUMAN_MASTER_ENGINE_V24_GOD_MODE_FULL_LOCK", "system_type": "forensic_perceptual_identity_preservation_system", "core_principle": "ABSOLUTE_REAL_HUMAN_IDENTITY_AND_SKIN_PRESERVATION", "priority_hierarchy_runtime": [ "EYES", "BEARD", "JAW", "SKIN", "EXPRESSION", "BODY", "SCENE" ], "human_realism_profile": { "naturalness_level": 0.05, "humanity_level": 0.05, "rules": [ "no_acting", "no_emotional_generation", "no_behavior_design", "allow_micro_breathing", "allow_micro_neural_stability", "no_personality_invention" ] }, "reference_hierarchy": { "IMAGE1": "PRIMARY_FACE_ANCHOR", "IMAGE2": "PRIMARY_BODY_ANCHOR", "IMAGE3": "SCENE_ONLY" }, "identity_domain": { "rules": [ "face_absolute_from_IMAGE1", "body_absolute_from_IMAGE2", "scene_never_modifies_identity", "no_identity_blending", "no_identity_averaging", "no_identity_override", "identity_is_physical_not_stylized" ] }, "no_invention_law": { "rules": [ "if_not_present_do_not_create", "no_feature_generation", "no_hidden_identity_completion", "no_face_reconstruction", "no_unseen_inference" ] }, "occlusion_protocol": { "rules": [ "do_not_generate_occluded_identity", "keep_hidden_areas_unresolved", "no_guessing_under_occlusion" ] }, "face_integration_pipeline": { "mode": "direct_transfer_absolute", "rules": [ "face_must_be_transferred_not_rebuilt", "no_face_generation", "no_face_reinterpretation", "no_style_transfer_on_face", "no_diffusion_on_face", "absolute_face_isolation", "face_is_physical_entity" ] }, "facial_lock_system": { "geometry_lock": true, "subpixel_stability": true, "eye_spacing_lock": true, "eye_shape_lock": true, "nose_shape_lock": true, "mouth_shape_lock": true, "jaw_structure_lock": true, "hairline_lock": true, "ear_shape_lock": true }, "muscle_expression_lock": { "facial_muscle_tension_lock": true, "orbicularis_oculi_lock": true, "orbicularis_oris_lock": true, "zygomaticus_lock": true, "no_micro_emotion_shift": true, "no_expression_drift": true }, "asymmetry_lock": { "preserve_all_asymmetry": true, "never_symmetrize": true, "preserve_micro_irregularities": true }, "beard_system": { "zone_lock": { "cheeks": "absolute", "jaw": "absolute", "chin": "absolute", "mustache": "absolute" }, "density_lock": true, "pattern_lock": true, "color_lock": true, "temporal_lock": true, "frame_consistency_validation": true, "no_smoothing": true, "no_reinterpretation": true }, "skin_system": { "mode": "biological_skin_absolute", "imperfection_floor": { "minimum_irregularity": true, "no_uniform_midtones": true, "mandatory_micro_variation": true }, "properties": { "pores_visible": true, "micro_texture": true, "roughness_real": true, "matte_response": true, "micro_shadowing": true, "subsurface_scattering": "biological" }, "forbidden": [ "ai_skin", "plastic_skin", "perfect_skin", "beauty_skin", "makeup", "glow", "specular_fake", "skin_blur", "skin_softening" ], "dirt_application": { "mode": "physical_contact_only", "no_overlay", "no_global_tint", "preserve_pore_structure", "respect_surface_geometry" } }, "skin_highlight_protection": { "rules": [ "no_shiny_skin", "no_plastic_highlight", "preserve_micro_reflection", "prevent_overexposure", "maintain_surface_roughness", "no_specular_exaggeration" ] }, "face_lighting_clamp": { "independent_system": true, "mode": "pure_physical", "rules": [ "light_affects_volume_only", "no_scene_color_transfer", "no_scene_contrast_transfer", "no_cinematic_grading", "no_tone_shift", "no_undertone_shift" ] }, "lighting_separation": { "face": "strict_physical_only", "body": "cinematic_allowed", "scene": "cinematic_allowed" }, "face_neck_continuity": { "tone_lock": true, "texture_lock": true, "transition_lock": true, "no_cut_effect": true }, "body_identity_lock": { "source": "IMAGE2", "structure_lock": true, "mass_lock": true, "proportion_lock": true, "no_stylization": true, "no_slimming": true, "no_reinterpretation" }, "pose_system": { "source": "IMAGE3", "apply_to_body_only": true, "never_affect_face", "respect_identity_constraints" }, "angle_camera_alignment": { "camera_from_IMAGE3": true, "focal_length_consistency": true, "perspective_lock": true, "no_perceptual_face_shift", "no_lens_distortion_on_identity" }, "hand_object_interaction": { "object_from_IMAGE3", "hand_from_IMAGE2", "no_hand_deformation", "no_grip_error", "controlled_physical_interaction_only" }, "environment_integration": { "scene_from_IMAGE3", "dust_mode": "localized_physical_only", "no_overlay", "no_face_contamination" }, "micro_humanization_layer": { "enabled": true, "intensity": 0.05, "limits": { "max_variation": 0.002, "no_accumulation": true, "auto_reset": true }, "rules": [ "subordinate_to_face_lock", "subordinate_to_temporal_system", "subordinate_to_identity_integrity" ] }, "temporal_system": { "frame_lock": true, "damping_curve": "continuous_smooth", "no_jitter": true, "drift_tolerance": 0.0005, "hard_reset_interval": 2, "compare_each_frame_to_IMAGE1", "compare_body_to_IMAGE2", "block_flicker", "no_identity_shift" }, "camera_response_model": { "identity_preserved_under_all_lenses": true, "distance_consistency": true, "no_scale_perception_shift" }, "validation_engine": { "weighted_priority": [ "eyes_integrity", "beard_integrity", "jaw_integrity", "skin_integrity", "expression_integrity" ], "fail_if_any_critical_breaks": true }, "validation": { "critical": [ "identity_exact", "skin_real_human", "no_plastic_effect", "no_expression_shift", "no_eye_drift", "no_beard_change", "no_light_contamination", "no_camera_perception_shift", "stable_identity_across_frames" ] }, "failure_response": { "if_fail": [ "rollback_to_last_valid_state", "restore_face", "restore_skin", "restore_beard", "re_isolate_lighting", "reject_output" ] }, "execution_pipeline": [ "load_identity", "lock_face", "lock_skin", "lock_beard", "apply_body", "apply_pose", "apply_environment", "apply_physical_lighting", "apply_temporal_stabilization", "validate_weighted", "final_validation_gate" ], "final_rule": { "requirement": "INDISTINGUISHABLE_REAL_HUMAN_OUTPUT", "if_not": "REJECT_OUTPUT" } }

{ "template_name": "MARRLONN2027_V52_ULTIMATE_HUMAN_REAL", "template_type": "ABSOLUTE_STRICT_GOVERNANCE_DYNAMIC_IMAGE3_TEMPLATE", "version": "V52_FULL_FUSION_10_10", "core_mission": "Generate a hyperreal human photograph with absolute identity preservation and zero AI artifacts. Output must look like a real imperfect human captured by a real camera.", "absolute_governance_principle": "IDENTITY_LOCK + ZERO_INVENTION + ZERO_DEFORMATION + PHYSICAL_REALISM + CONTROLLED_NATURALITY", "input_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_IDENTITY", "authority": "MAXIMUM", "locked_domains": [ "face","eyes","nose","mouth","jaw","skin pores","wrinkles", "imperfections","beard","hairline","age","asymmetry" ], "forbidden": [ "identity drift","beautification","symmetry correction", "skin smoothing","plastic skin","AI face","face redesign" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY", "authority": "MAXIMUM", "locked_domains": [ "body mass","proportions","hands","scale" ], "forbidden": [ "slimming","body redesign","incorrect anatomy" ] }, "IMAGE3": { "role": "DYNAMIC_TARGET", "authority": "VISIBLE_ELEMENTS_ONLY" } }, "dynamic_IMAGE3_parser": { "pose": true, "angle": true, "lighting": true, "scene": true, "objects": true }, "domain_separation_system": { "identity_domain": { "source": "IMAGE1", "influence": 1.0 }, "body_domain": { "source": "IMAGE2", "influence": 1.0 }, "pose_domain": { "source": "IMAGE3", "influence": 1.0 }, "scene_domain": { "source": "IMAGE3", "influence": 1.0 }, "lighting_domain": { "source": "IMAGE3", "influence": 1.0, "face_protection": true }, "object_domain": { "source": "IMAGE3", "presence_only": true } }, "identity_enforcement": { "threshold": 0.995, "reject_if_below": true, "no_blending": true, "no_reconstruction": true }, "face_anchor_system": { "enabled": true, "absolute_priority": true, "override_all": true }, "anti_invention_lock": { "objects": false, "props": false, "accessories": false, "scene_expansion": false }, "angle_system": { "derived_from_IMAGE3": true, "identity_priority": true, "no_geometry_invention": true }, "pose_resolution": { "priority": "identity", "reduce_if_conflict": true }, "human_skin_physics_system": { "enabled": true, "texture": { "pore_visibility": "high", "irregular": true, "no_flat_areas": true }, "specular": { "irregular_highlights": true, "break_uniform_reflection": true, "no_plastic_shine": true }, "color": { "uneven": true, "redness": true, "micro_variation": true }, "subsurface": { "low_realistic": true, "no_glow": true, "no_wax": true } }, "skin_dominance_system": { "enabled": true, "override_lighting": true, "override_scene": true }, "anti_ai_face_system": { "block_perfection": true, "block_symmetry": true, "block_clean_gradient": true, "block_beauty_filter": true }, "micro_imperfection_system": { "enabled": true, "mandatory": true, "intensity": 0.1, "elements": [ "under_eye_shadow", "nasolabial_lines", "skin_noise", "wrinkles", "beard_irregularity" ] }, "controlled_naturality_system": { "enabled": true, "global_variation": 0.05, "rules": { "no_identity_change": true, "no_shape_change": true, "only_micro_variation": true }, "allowed_variations": [ "micro skin shifts", "tiny asymmetry fluctuation", "natural shadow variation", "minor texture noise" ] }, "lighting_system": { "face_rules": { "no_flat_light": true, "no_even_exposure": true, "preserve_micro_shadows": true, "specular_limit": 0.05, "contrast_limit": 0.08 } }, "hands_system": { "five_fingers": true, "real_contact": true, "no_floating": true }, "anti_drift": { "enabled": true, "strict": true }, "fail_fast": { "enabled": true, "terminate_if": [ "identity_shift", "ai_face", "plastic_skin", "beauty_filter", "geometry_invention", "object_invention" ] }, "render_priority": [ "FACE", "SKIN", "EYES", "NOSE", "MOUTH", "BEARD", "BODY", "POSE", "OBJECTS", "SCENE" ], "final_rule": "If it looks artificial, perfect, or AI-generated, reject immediately. Only accept real imperfect human photographic output." }

{ "template_name": "MARRLONN2027_V52_ULTIMATE_HUMAN_REAL", "template_type": "ABSOLUTE_STRICT_GOVERNANCE_DYNAMIC_IMAGE3_TEMPLATE", "version": "V52_FULL_FUSION_10_10", "core_mission": "Generate a hyperreal human photograph with absolute identity preservation and zero AI artifacts. Output must look like a real imperfect human captured by a real camera.", "absolute_governance_principle": "IDENTITY_LOCK + ZERO_INVENTION + ZERO_DEFORMATION + PHYSICAL_REALISM + CONTROLLED_NATURALITY", "input_contract": { "IMAGE1": { "role": "ABSOLUTE_FACE_IDENTITY", "authority": "MAXIMUM", "locked_domains": [ "face","eyes","nose","mouth","jaw","skin pores","wrinkles", "imperfections","beard","hairline","age","asymmetry" ], "forbidden": [ "identity drift","beautification","symmetry correction", "skin smoothing","plastic skin","AI face","face redesign" ] }, "IMAGE2": { "role": "ABSOLUTE_BODY", "authority": "MAXIMUM", "locked_domains": [ "body mass","proportions","hands","scale" ], "forbidden": [ "slimming","body redesign","incorrect anatomy" ] }, "IMAGE3": { "role": "DYNAMIC_TARGET", "authority": "VISIBLE_ELEMENTS_ONLY" } }, "dynamic_IMAGE3_parser": { "pose": true, "angle": true, "lighting": true, "scene": true, "objects": true }, "domain_separation_system": { "identity_domain": { "source": "IMAGE1", "influence": 1.0 }, "body_domain": { "source": "IMAGE2", "influence": 1.0 }, "pose_domain": { "source": "IMAGE3", "influence": 1.0 }, "scene_domain": { "source": "IMAGE3", "influence": 1.0 }, "lighting_domain": { "source": "IMAGE3", "influence": 1.0, "face_protection": true }, "object_domain": { "source": "IMAGE3", "presence_only": true } }, "identity_enforcement": { "threshold": 0.995, "reject_if_below": true, "no_blending": true, "no_reconstruction": true }, "face_anchor_system": { "enabled": true, "absolute_priority": true, "override_all": true }, "anti_invention_lock": { "objects": false, "props": false, "accessories": false, "scene_expansion": false }, "angle_system": { "derived_from_IMAGE3": true, "identity_priority": true, "no_geometry_invention": true }, "pose_resolution": { "priority": "identity", "reduce_if_conflict": true }, "human_skin_physics_system": { "enabled": true, "texture": { "pore_visibility": "high", "irregular": true, "no_flat_areas": true }, "specular": { "irregular_highlights": true, "break_uniform_reflection": true, "no_plastic_shine": true }, "color": { "uneven": true, "redness": true, "micro_variation": true }, "subsurface": { "low_realistic": true, "no_glow": true, "no_wax": true } }, "skin_dominance_system": { "enabled": true, "override_lighting": true, "override_scene": true }, "anti_ai_face_system": { "block_perfection": true, "block_symmetry": true, "block_clean_gradient": true, "block_beauty_filter": true }, "micro_imperfection_system": { "enabled": true, "mandatory": true, "intensity": 0.1, "elements": [ "under_eye_shadow", "nasolabial_lines", "skin_noise", "wrinkles", "beard_irregularity" ] }, "controlled_naturality_system": { "enabled": true, "global_variation": 0.05, "rules": { "no_identity_change": true, "no_shape_change": true, "only_micro_variation": true }, "allowed_variations": [ "micro skin shifts", "tiny asymmetry fluctuation", "natural shadow variation", "minor texture noise" ] }, "lighting_system": { "face_rules": { "no_flat_light": true, "no_even_exposure": true, "preserve_micro_shadows": true, "specular_limit": 0.05, "contrast_limit": 0.08 } }, "hands_system": { "five_fingers": true, "real_contact": true, "no_floating": true }, "anti_drift": { "enabled": true, "strict": true }, "fail_fast": { "enabled": true, "terminate_if": [ "identity_shift", "ai_face", "plastic_skin", "beauty_filter", "geometry_invention", "object_invention" ] }, "render_priority": [ "FACE", "SKIN", "EYES", "NOSE", "MOUTH", "BEARD", "BODY", "POSE", "OBJECTS", "SCENE" ], "final_rule": "If it looks artificial, perfect, or AI-generated, reject immediately. Only accept real imperfect human photographic output." }