{ "iteration": 8, "timestamp": "2026-06-03T12:49:28", "wall_clock_seconds": 250.7, "prompt_snapshot_path": "prompts/iteration-0008.txt", "personas_file_ref": "autoresearch/male-attractiveness-uplift/personas.json", "evaluator_file_ref": "autoresearch/male-attractiveness-uplift/evaluator.json", "evaluations": [ { "persona_id": "m01", "persona_name": "Caleb", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome White American man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean, wiry musician\u2019s build, featuring defined collarbones, long limbs, and narrow but square shoulders. He has a narrow oblong face with high, hollowed cheekbones and a sharp, prominent jawline. His deep-set, downturned almond eyes are a pale gray-green with a darker outer ring. He has a narrow Roman nose with a high bridge and a slightly sharp tip. His mouth consists of a thin top lip over a fuller bottom lip, revealing a tiny gap between his front teeth. His eyebrows are dark, straight, and thick, with a faint vertical scar cutting through the outer edge of the right one. His mid-length, soft chestnut brown hair has a messy 2B wavy texture, with several strands falling forward and partially obscuring his forehead. He is captured in a moody Brooklyn loft at twilight, sitting on a low velvet sofa with the neck of a worn electric guitar resting against his leg. He wears a thin, oversized vintage black t-shirt. The lighting is cool-toned and dim, coming from a large industrial window in the background, creating a stoic and brooding atmosphere with a slight film-grain quality.", "image_path": "images/iteration-0008/m01-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Striking green eyes and defined, lean musculature in the arms. Nails the brooding indie vibe, though the random forehead scratch is a bit distracting.", "failure_tags": [] }, { "persona_id": "m01", "persona_name": "Caleb", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome white American man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean, wiry swimmer\u2019s build characterized by sloping shoulders, defined collarbones, and a slender neck with a visible sternocleidomastoid line. His skin is a cool porcelain with pale neutral undertones. He has an oblong face with a sharp, angular jawline and prominent, high cheekbones. His eyes are narrow and hooded, colored a deep slate-gray with charcoal flecks. He has a narrow Roman nose with a straight bridge and a defined tip. His eyebrows are thick, straight, and low-set, adding to a brooding expression. His chestnut brown hair has a messy 2B wavy texture, with several soft strands falling over his eyes in a disheveled, slept-on state. A distinctive feature is a small, faded vertical scar through the arch of his left eyebrow. He is captured in a medium shot, sitting on a worn leather sofa in a dimly lit Brooklyn loft at twilight. He is wearing a thin, oversized charcoal cotton t-shirt that hangs loosely on his frame. The image has a grainy, candid phone-camera quality with soft blue natural light coming from a window just out of frame.", "image_path": "images/iteration-0008/m01-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: sharp jawline, intense blue eyes, and prominent collarbones. Nails the brooding indie vibe perfectly. The scar is a bit random but doesn't detract from the overall high aesthetic appeal.", "failure_tags": [] }, { "persona_id": "m02", "persona_name": "Mateo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Mexican-American man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with a warm olive complexion and golden undertones, featuring a wide square jawline and high, defined cheekbones. His eyes are upturned almond shapes in a rich mahogany brown with gold flecks, framed by thick, dark groomed brows. He has a straight nose and a charming smile that reveals a deep dimple on his left cheek and a tiny faded scar through his right eyebrow. His hair is a dark raven black fade with messy, salt-crusted 2B waves on top. He possesses a powerful V-tapered gym-built frame with broad shoulder breadth, a thick neck, and defined upper chest mass visible through a form-fitting charcoal gray athletic tank top. He is standing on a Miami beach during the golden hour, with the warm sunset light hitting his face and creating a radiant glow from exertion. The shot is a medium-frame candid iPhone photo, capturing a cocky but warm expression as if he\u2019s just finished a session and is about to check his phone.", "image_path": "images/iteration-0008/m02-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and broad, muscular shoulders stand out. The glowing orange eyes are uncanny and distracting, preventing a higher score despite the good physique.", "failure_tags": [ "uncanny" ] }, { "persona_id": "m02", "persona_name": "Mateo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Mexican-American man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with a powerful gym-built frame, featuring broad V-tapered shoulders and a thick neck that transitions into a well-defined upper chest visible at the collar of his sleeveless charcoal tech-fabric hoodie. His skin is a warm, sun-kissed olive with a golden undertone from the Miami sun. He has a sharp square jawline, high cheekbones, and a charismatic, slightly cocky expression that remains approachable. His eyes are a warm amber-brown, framed by thick, naturally straight eyebrows, with a small distinct notch-like scar on his left brow. He has a straight, strong nose and full lips. His hair is styled in a clean taper fade on the sides with messy, dark brown textured waves on top. Captured in a medium shot at a beach club during the golden hour, with soft-focus palm trees and the Atlantic ocean in the background, the lighting is bright and natural with a slight lens flare typical of an iPhone 15 photo.", "image_path": "images/iteration-0008/m02-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: sharp jawline, thick textured hair, and broad muscular shoulders. The glowing orange eyes are uncanny and distracting, preventing a higher score.", "failure_tags": [ "uncanny" ] }, { "persona_id": "m03", "persona_name": "Jiwon", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a tall, lean build characterized by long limbs and elegant negative space at the shoulders, giving him a refined artist\u2019s posture. His face is a narrow oval with a soft jawline and high cheekbones. He has soft monolid eyes with a subtle inner-corner crease and deep mahogany-brown irises. His nose has a straight bridge and a slightly rounded tip, and he has a small bow-shaped mouth with a thinner top lip and soft edges. His jet-black hair is pin-straight in a 1A texture, styled in a messy curtain part as if he has been running his hands through it. A small, distinctive ink smudge is visible across his knuckles and the side of his thumb, with a faint birthmark just below his right ear. He is wearing an oversized, chunky knit sage green cardigan over a cream-colored crinkled linen shirt. The shot is a medium-close-up taken in a sun-drenched Los Angeles studio, with warm natural light hitting his warm olive skin and highlighting the golden undertones. The background is softly blurred, showing a wooden desk cluttered with pens and open sketchbooks. The photo has a candid, stop-and-talk quality, captured on an iPhone with a slight grain and natural shadows.", "image_path": "images/iteration-0008/m03-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: sharp jawline, intense amber eyes, and full symmetrical lips. Nails the quiet artist vibe perfectly.", "failure_tags": [] }, { "persona_id": "m03", "persona_name": "Jiwon", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a tall, lean, and wiry build characterized by long limbs and a graceful, narrow-shouldered frame that suits his artist persona. His face is a soft oval with a gentle jawline and warm honey-toned skin with golden undertones. He has calm, deep-set monolid eyes the color of dark roasted coffee, straight natural eyebrows that are thick but neat, and a straight nose bridge with a slightly rounded tip. His mouth is wide with a fuller bottom lip and a very subtle, natural asymmetry. His jet-black hair is 1A pin-straight, styled in a relaxed, messy middle part that falls slightly over his forehead. He has a distinctive small beauty mark on his high left cheekbone. He is captured in a stop-and-talk pose in a sun-drenched Los Angeles art studio, wearing a heavy, oversized forest-green knit cardigan over a rumpled cream linen shirt. His hands are visible resting on a wooden table, showing faint, realistic grey ink stains on his fingertips and knuckles. The lighting is soft, natural golden hour sunlight, giving the image a low-contrast, authentic smartphone-camera quality.", "image_path": "images/iteration-0008/m03-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking combination of sharp jawline, intense monolid eyes, and highly vascular forearms. The contrast between the soft cardigan vibe and the intense physical presence is very compelling.", "failure_tags": [] }, { "persona_id": "m04", "persona_name": "Marcus", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a deep mahogany skin tone and warm golden undertones. He has a muscular V-tapered frame with broad shoulders and a thick neck, his physical presence evident through a fitted black cotton button-down shirt with the sleeves rolled to the elbows. His face is a strong rectangular shape with a sharp, clean-shaven jawline and high cheekbones. He has deep-set almond eyes the color of dark espresso, framed by thick, groomed eyebrows and settled under a smooth brow. His nose has a high bridge and structured nostrils, and he has a wide, symmetrical mouth with full lips. A small, faint vertical scar sits near his left temple, providing a touch of character. His hair is a neat low fade with short, dense 4C coils on top. He is captured in a stop-and-talk pose, leaning slightly over a dark marble bar top in a dimly lit, upscale Manhattan hotel lounge. His forearms are visible, decorated with intricate black-ink geometric tattoos and subtle Greek lettering. In the soft-focus background, warm amber light glints off rows of crystal glassware and premium spirit bottles.", "image_path": "images/iteration-0008/m04-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: sharp jawline, intense deep-set eyes, and broad shoulders tapering well. The cut on the forehead is a bit odd but doesn't detract from the strong bone structure.", "failure_tags": [] }, { "persona_id": "m04", "persona_name": "Marcus", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a deep espresso skin tone and cool mahogany undertones. He has an oblong face shape with a sharp, chiselled jawline, deep-set almond eyes with near-black irises, and a straight Roman nose with a defined bridge. His lips are full with a prominent cupid's bow, and his eyebrows are thick and neatly groomed. A distinguishing small, faint vertical scar runs through the tail of his left eyebrow. He has a short-cropped fade haircut with a clean, precise hairline. His build is lean but defined with broad shoulder breadth and a thick neck, creating a clear V-tapered torso visible through a fitted matte black button-down shirt with the sleeves rolled up to his mid-forearm. Intricate black ink geometric and script tattoos are visible across his inner forearms. He is positioned behind a dark mahogany bar in a dimly lit Manhattan hotel lounge, with warm amber light reflecting off crystal glassware in the background. One hand rests naturally on a worn philosophy paperback book on the marble bar top. The shot is a medium-close-up with the casual, slightly grainy quality of a high-end smartphone camera in low light.", "image_path": "images/iteration-0008/m04-seed2.png", "attractiveness": 9, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 9.399999999999999, "reason": "Top 5% easily. Striking combination of sharp jawline, intense deep-set eyes, full symmetrical lips, and broad shoulders tapering down. The scar adds character without detracting. Undeniable screen presence.", "failure_tags": [] }, { "persona_id": "m05", "persona_name": "Dario", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Italian-American man, eyes looking at camera, his mouth slightly parted. He is 28 years old with a lean swimmer's build, featuring defined collarbones and wiry, athletic shoulders. He has a sharp diamond-shaped face with a prominent, straight Roman nose bridge and a strong, square jawline. His eyes are a deep amber-brown, narrow and slightly upturned with thick dark lashes. He has messy, chin-length dark brown hair with a 2B wavy texture, looking slightly salt-sprayed and wind-tousled. His skin is a warm olive with golden undertones, featuring a small dark mole just below his left cheekbone and a faint, thin scar through his right outer eyebrow. He is wearing a faded, oversized black vintage punk band t-shirt that reveals a detailed black-and-grey ink half-sleeve tattoo on his left arm. He is captured in a relaxed \"stop-and-talk\" pose, leaning against a graffiti-covered concrete ramp at a Brooklyn skate park during golden hour, with the warm orange sun flare hitting the edge of his frame. He has a sweet, slightly asymmetric smile that contrasts with his grungy aesthetic. The shot is a medium-shot from the waist up, capturing the authentic, unpolished grain of a smartphone camera.", "image_path": "images/iteration-0008/m05-seed1.png", "attractiveness": 4, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 6.0, "reason": "Uncanny valley eyes with overly thick, feminine eyelashes and bizarrely intense orange irises ruin an otherwise solid frame and jawline.", "failure_tags": [ "uncanny", "feminine_features_male" ] }, { "persona_id": "m05", "persona_name": "Dario", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Italian-American man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean but defined swimmer's build, showing present shoulders and wiry musculature in his forearms. He has warm olive skin with golden undertones and a sharp square jawline with a narrow chin. His eyes are deep-set almond-shaped, the color of dark espresso, and his eyebrows are dark, thick, and slightly unruly. He has a straight Roman nose with a prominent bridge and a small gap between his front teeth visible behind his slightly open lips. His 2B wavy hair is a dark coffee color, messy and soft-textured, reaching his ears in a windswept skater style. A detailed black-ink half-sleeve tattoo of geometric patterns is visible on his right arm. He is wearing an oversized, faded black vintage band t-shirt. He is captured in a medium shot, sitting on a graffiti-covered concrete ledge at a Brooklyn skate park during golden hour, with the warm low sun creating a hazy orange glow and soft lens flare in the background.", "image_path": "images/iteration-0008/m05-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Strong jawline, intense dark eyes, and excellent vascularity/muscle definition in the arms. Hits the skater aesthetic perfectly while maintaining high conventional attractiveness.", "failure_tags": [] }, { "persona_id": "m06", "persona_name": "Adrian", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Mediterranean man, eyes looking at camera, his mouth slightly parted. He is 35 years old with a commanding V-tapered torso, broad shoulders, and a thick, powerful neck visible above his unbuttoned collar. He has a strong square jawline, high cheekbones, and warm olive skin with golden undertones. His deep-set hazel-brown eyes are framed by thick, dark lashes and straight, heavy eyebrows. His hair is a dark charcoal color, short and neat with a slight 1A texture, featuring distinct silver-grey hair at his temples. He has a straight Roman nose with a high bridge and a wide mouth with a full lower lip. A small, faint vertical scar sits just above his left eyebrow, adding to his protective, mature presence. He is wearing a charcoal-grey wool suit jacket over a crisp white dress shirt that is unbuttoned at the top to reveal a hint of his upper chest mass. The shot is a medium-close-up taken on a Chicago high-rise balcony at dusk, with the blurred city lights and skyscrapers creating a soft, cool-toned background that contrasts with the warm, natural lighting on his face. The photo has a casual, handheld smartphone quality with realistic skin textures and slight lens flare.", "image_path": "images/iteration-0008/m06-seed1.png", "attractiveness": 4, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 6.0, "reason": "Uncanny valley effect is strong here. The eyes have overly long, feminine lashes and an unnatural glowing amber color. The random bloody scratch on the forehead is distracting and out of place for a 'finance guy'.", "failure_tags": [ "uncanny", "feminine_features_male", "awkward_expression" ] }, { "persona_id": "m06", "persona_name": "Adrian", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Mediterranean man, eyes looking at camera, his mouth slightly parted. He is 35 years old with a powerful V-tapered build, possessing broad shoulders and a thick, masculine neck that anchors his protective presence. His face is a strong square shape with a heavy, well-defined jawline and prominent cheekbones. His skin is a warm olive with golden undertones. He has deep-set, intelligent almond eyes of a dark espresso brown, framed by thick straight eyebrows. His nose is a sharp Roman profile with a high bridge. His dark brown hair is styled back with a natural 2A wave, notably showing distinct silver-gray hair at the temples. He has a wide mouth with a slightly fuller bottom lip and a faint, thin scar through his left eyebrow. He is captured in a medium shot, wearing an unbuttoned charcoal grey suit jacket over a crisp white cotton shirt with no tie. The background is a soft-focus Chicago high-rise office with hints of the urban skyline through a window. The lighting is the natural, slightly cool light of an overcast city afternoon, resulting in a realistic, non-studio, candid iPhone photo quality.", "image_path": "images/iteration-0008/m06-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Strong jawline, intense deep-set brown eyes, and thick textured hair with striking silver streaks. The random forehead scar is a bit distracting, but the overall facial structure and broad shoulders are undeniably top 15%.", "failure_tags": [] }, { "persona_id": "m07", "persona_name": "Haruki", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Japanese man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with a heart-shaped face, a soft jawline, and large, wide-set almond eyes of a deep amber-brown color with honey flecks. His hair is a thick, jet-black mop of messy 2B waves that are slightly tousled and fall over his forehead in a relaxed style. He has a small, straight bridge nose with a rounded tip, and full, well-defined lips with a prominent cupid's bow. A tiny dark beauty mark is visible just below his left eye. He has a lean swimmer's build with defined collarbones and sloping shoulders that give him a gentle but grounded presence. He is wearing an oversized, heavy cream-colored cable-knit wool sweater with a thick ribbed collar. He is sitting at a small wooden table in a sun-drenched Tokyo cafe, with the blurred background showing warm indoor lighting and a hint of a matcha latte in the foreground. The lighting is soft and natural, coming from a nearby window, creating a radiant and sweet expression. The shot is a medium-close-up, capturing his friendly, golden-retriever-like energy in a casual, grainy smartphone-style photograph.", "image_path": "images/iteration-0008/m07-seed1.png", "attractiveness": 6, "prompt_adherence": 7, "lipsync_adherence": 10, "weighted_score": 7.0, "reason": "Uncanny glowing amber eyes and bizarre off-the-shoulder sweater construction distract from otherwise decent facial symmetry. Lips are parted and eyes are on camera.", "failure_tags": [ "uncanny", "styling_dominates" ] }, { "persona_id": "m07", "persona_name": "Haruki", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Japanese man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with a soft heart-shaped face, a gentle jawline, and high, subtle cheekbones. His eyes are large and warm chestnut-brown with a deep, inviting gaze and thick, dark lashes. He has a straight nose bridge with a soft, rounded tip, and full lips with a defined cupid's bow. A tiny beauty mark is visible just below his left eye. His jet-black hair is thick and playfully tousled in a messy bedhead style, with soft bangs grazing his natural, straight eyebrows. He has a lean swimmer's build with broad, relaxed shoulders that fill out his clothing. He is wearing a heavy, oversized cream-colored cable-knit sweater while sitting at a light wood table in a sun-drenched Tokyo cafe. The background is a soft-focus interior with golden morning light filtering through a window, creating a warm, approachable atmosphere. Medium close-up framing, natural lighting, amateur iPhone-shot aesthetic.", "image_path": "images/iteration-0008/m07-seed2.png", "attractiveness": 4, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 6.2, "reason": "Uncanny, overly feminized features with bizarrely intense, almost glowing orange eyes and heavy eyelashes. The face looks like a doll rather than a real person.", "failure_tags": [ "uncanny", "feminine_features_male" ] }, { "persona_id": "m08", "persona_name": "Renan", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Brazilian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a warm olive skin tone and a sun-kissed glow. He has a wide square face with a sharp, heavy jawline and high, prominent cheekbones. His eyes are deep-set almond shapes in a rich amber-brown, framed by thick, straight natural eyebrows. He has a strong, straight nose bridge and a wide but gentle asymmetric smile. His hair is a short, dark buzz cut. A distinct jiu-jitsu cauliflower ear on his right side and a small, thin scar through his left eyebrow give him a rugged, seasoned look. He possesses a powerful V-tapered fighter's build with broad, heavy shoulders, a thick neck with a visible sternocleidomastoid line, and defined upper chest mass visible beneath his attire. He is wearing a simple black ribbed tank top that emphasizes his muscular frame. The setting is a gritty MMA gym in Sao Paulo with heavy punching bags and weathered floor mats in the soft-focus background, captured in the natural, warm afternoon light of an amateur iPhone shot.", "image_path": "images/iteration-0008/m08-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong jawline and intense, striking amber eyes stand out. The cauliflower ear and cut add rugged character, but the overall facial structure is slightly asymmetrical, keeping it from an 8.", "failure_tags": [] }, { "persona_id": "m08", "persona_name": "Renan", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Brazilian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a warm olive skin tone and a light sheen of sweat. He possesses a powerful V-tapered fighter's build, featuring heavy, broad shoulders, a thick neck with a defined sternocleidomastoid line, and visible upper chest mass. His face is a wide square with a sharp, heavy jawline and high, prominent cheekbones. His eyes are deep-set, dark amber-brown with dense lashes, paired with thick, straight eyebrows that feature a small vertical scar through the left tail. He has a straight, masculine nose with a slightly widened bridge. His mouth is wide with a defined cupid's bow, holding a surprisingly gentle and kind expression despite his rugged features. His hair is a dark, coarse buzz cut. His right ear is a distinct cauliflower ear, thickened and textured from years of jiu-jitsu, providing a sharp contrast to his soft gaze. He is wearing a black ribbed tank top that emphasizes his traps and collarbones. He is standing in a Sao Paulo MMA gym with soft-focus blue grappling mats and the metal mesh of a training cage visible in the background, captured in the natural, slightly grainy light of a smartphone camera.", "image_path": "images/iteration-0008/m08-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Striking amber eyes and solid neck/trap development, but the extreme cauliflower ear is highly distracting and the lips are slightly uncanny/over-rendered.", "failure_tags": [ "uncanny" ] }, { "persona_id": "m09", "persona_name": "Wyatt", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome American man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a rugged V-tapered build, featuring exceptionally broad shoulders and a thick, powerful neck with visible sternocleidomastoid lines. His skin is a deep, warm bronze tan with a weathered texture from outdoor work. He has a wide square face with a sharp, heavy jawline covered in thick dark stubble and high, rugged cheekbones. His eyes are deep-set and narrow, a striking steel-gray color with fine crinkles at the corners, and his nose is straight with a slightly wider, masculine bridge. His mouth is wide with a defined cupid's bow and a small, faint scar cutting through the edge of his bottom lip. He has dense, dark, low-arched eyebrows. He wears a dusty black felt cowboy hat that casts a soft shadow across his brow, with messy dark brown hair visible underneath. He is dressed in a worn, faded blue plaid flannel shirt with the top button open, standing against a weathered timber fence on a Montana ranch during the golden hour. The lighting is soft and natural, emphasizing the light sheen of exertion on his forehead and the amateur, stop-and-talk nature of the shot.", "image_path": "images/iteration-0008/m09-seed1.png", "attractiveness": 9, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 9.399999999999999, "reason": "Striking combination of piercing light blue eyes, rugged thick beard, strong square jawline, and broad muscular chest visible through the open shirt. Undeniable screen presence.", "failure_tags": [] }, { "persona_id": "m09", "persona_name": "Wyatt", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome white American man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a wide square jawline, high rugged cheekbones, and a dense layer of three-day stubble across his chin and neck. He has a muscular, V-tapered frame with broad shoulders and a thick neck visible through the collar of a faded, sweat-stained navy flannel shirt with the sleeves rolled up to show sun-browned forearms. His skin is a deep, warm bronze from outdoor labor, featuring fine squint lines at the corners of his deep-set dark coffee-colored eyes. A weathered felt cowboy hat is tilted low, casting a soft shadow across his brow but leaving his steady gaze clear. He has a straight, sturdy nose and a small white scar cutting vertically through his left eyebrow. The shot is a medium-close-up taken in a dusty Montana corral during the golden hour, with the blurred wooden rails of a fence and the hazy silhouette of mountains in the background, captured on a slightly grainy smartphone camera.", "image_path": "images/iteration-0008/m09-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, intense deep-set eyes, and broad muscular shoulders. Nails the rugged aesthetic perfectly.", "failure_tags": [] }, { "persona_id": "m10", "persona_name": "Aarav", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Indian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a sharp heart-shaped face, a defined jawline, and warm olive skin with golden undertones. His eyes are a deep espresso-brown and almond-shaped, framed by slim black-rimmed glasses pushed up the bridge of a straight, narrow nose. He has thick, dark, slightly arched eyebrows and short 2B wavy black hair that is casually tousled. He has a V-tapered, lean-but-defined athletic build with broad shoulders and a thick neck visible through a charcoal gray fitted cotton henley. A distinctive small mole sits just above the left corner of his mouth. He is sitting at a heavy wooden table in a Stanford library, captured in a medium-up shot with warm golden hour sunlight streaming through a large window, casting a natural glow across his face while rows of books remain in a soft-focus background.", "image_path": "images/iteration-0008/m10-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, intense warm dark eyes, and a broad, muscular frame under the henley. Hits the 'bookish-and-ripped' combo perfectly.", "failure_tags": [] }, { "persona_id": "m10", "persona_name": "Aarav", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Indian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a narrow oval face, high cheekbones, and a sharp, clean-shaven jawline. His eyes are a deep espresso-brown, almond-shaped and warm, framed by thin-rimmed rectangular glasses pushed high up the bridge of his straight, narrow Roman nose. He has thick, dark, well-groomed eyebrows and a head of 1A jet-black hair in a clean taper fade, slightly tousled at the crown. A small, distinctive dark mole sits just above the right corner of his full, symmetrical lips. He possesses a V-tapered athletic build with broad shoulders and a defined upper chest clearly visible beneath the fabric of a fitted charcoal-grey cotton henley. His neck is thick with a visible sternocleidomastoid line. He is captured in a medium shot, leaning against a dark wood table in a sun-drenched Stanford library during golden hour, with warm amber light catching the side of his face and illuminating the dust motes and rows of books in the soft-focus background. The image has a casual, handheld smartphone quality with natural lighting and soft shadows.", "image_path": "images/iteration-0008/m10-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking combination of sharp jawline, intense warm dark eyes, and a visibly muscular frame under the henley. Hits the 'bookish-and-ripped' vibe perfectly.", "failure_tags": [] }, { "persona_id": "m11", "persona_name": "Yanis", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Algerian man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a broad-shouldered V-tapered torso, a thick neck, and a warm olive skin tone with golden undertones. His face is a narrow oval with a sharp, aggressive jawline and high cheekbones. He has intense, deep amber-brown eyes that are hooded with thick dark lashes, a straight Roman nose, and a small bow-shaped mouth with a fuller bottom lip. His hair is dark and short with a messy 2B texture, looking slightly damp from the heat. A thin, faded scar runs vertically through his left eyebrow. He is wearing a traditional white double-breasted chef\u2019s jacket with the top button undone and sleeves rolled high to his elbows, exposing intricate black-line geometric tattoos on his muscular forearms. He is standing in a high-end Marseille kitchen under warm, directional tasting-menu spotlights that create dramatic shadows over the stainless steel surfaces and blurred copper pans in the background. The shot is a medium-framed candid capture with natural skin texture and a slight sheen of sweat on his forehead.", "image_path": "images/iteration-0008/m11-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: intense amber eyes, sharp jawline, and broad shoulders tapering well. Very strong presence, though the styling feels slightly over-polished for a working kitchen.", "failure_tags": [] }, { "persona_id": "m11", "persona_name": "Yanis", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome French-Algerian man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a broad-shouldered, V-tapered build and muscular forearms visible below rolled sleeves. He has a narrow square face with a very sharp, chiseled jawline covered in dark day-old stubble. His eyes are deep-set hazel-brown and hooded, framed by thick, dark, straight eyebrows. He has a straight Roman nose and a wide mouth with a slightly thinner upper lip. His dark hair is a 2B wavy texture, cut short on the sides and slightly damp from the heat of the kitchen. Intricate black ink tattoos of geometric Mediterranean patterns wrap around his forearms. He is wearing a crisp white professional chef\u2019s coat with the top button undone, standing in a high-end Marseille kitchen. The lighting is moody and warm, with amber spotlights reflecting off stainless steel surfaces in the blurred background, casting a natural glow on his olive skin. He is captured in a medium shot, leaning slightly against a prep table with a focused, intense expression.", "image_path": "images/iteration-0008/m11-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: sharp jawline, intense deep-set eyes, and broad shoulders tapering well. Hits the smoldering chef persona perfectly.", "failure_tags": [] }, { "persona_id": "m12", "persona_name": "Seojun", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a commanding V-tapered torso, broad shoulder breadth, and defined upper chest mass visible through the fabric of his suit. His skin is a cool porcelain with a neutral undertone. He has a narrow oval face shape with a sharp, chiseled jawline and high, prominent cheekbones. His eyes are narrow mono-lids with a subtle inner-corner crease and deep obsidian-black irises. He has a high Roman nose with a straight bridge and a sharp-peaked cupid\u2019s bow on his mouth, with a thin top lip over a fuller bottom. His eyebrows are straight, dark, and impeccably groomed. His hair is 1A pin-straight jet-black, styled in a precise, professional pompadour with a sharp side part. A distinctive small beauty mark is visible just below his left eye. He is wearing a perfectly tailored navy blue wool suit and a crisp white dress shirt with the top button undone. He is standing in a high-rise executive office in Seoul; behind him, floor-to-ceiling windows show a soft-focus city skyline at twilight with the N Seoul Tower in the distance. The lighting is a blend of the cool blue hour from the window and the warm, dim ambient light of the office, captured in a casual, high-quality smartphone snap.", "image_path": "images/iteration-0008/m12-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking K-drama CEO archetype. Standouts: sharp, angular jawline, intense dark eyes with excellent symmetry, and a broad-shouldered frame that fills the suit perfectly. Very magnetic presence.", "failure_tags": [] }, { "persona_id": "m12", "persona_name": "Seojun", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a powerful V-tapered torso, broad shoulders, and a thick neck that signals a commanding presence. He has a narrow oval face with a razor-sharp jawline and high, sculpted cheekbones. His eyes are sharp monolids with deep obsidian-black irises and a cold, focused gaze. He has a high-bridged straight nose and a thin, symmetrical mouth with a defined cupid's bow. His hair is jet-black, styled in a precise 1A texture comma-part, and he has a single small beauty mark positioned just below his left eye. He is wearing a perfectly tailored navy wool suit over a crisp white dress shirt with the top button undone. He is standing in a high-floor executive office in Seoul, framed against a massive floor-to-ceiling window displaying a bokeh-blurred city skyline at blue hour. The lighting is a mix of cool interior glass reflections and the warm amber glow of city lights, captured in a medium-chest-up shot with a slight, natural-looking lens flare.", "image_path": "images/iteration-0008/m12-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong K-drama CEO archetype. Sharp jawline, intense direct eye contact, and broad shoulders tapering well. Very magnetic presence.", "failure_tags": [] }, { "persona_id": "m13", "persona_name": "Finn", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Australian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean swimmer\u2019s build, showcasing broad shoulders, defined collarbones, and a V-tapered shirtless torso with the sleeves of a black neoprene wetsuit tied around his waist. His skin is a deep golden-bronze tan with a salty sheen and fine grains of sand on his shoulders. He has an oblong face with a rugged, square jawline and high cheekbones. His eyes are a striking pale sea-foam green with hooded lids and deep crinkle lines at the outer corners from years of squinting in the sun. He has a straight bridge nose with a small, faint scar across the middle. His lips are wide with a thin upper lip and a fuller bottom lip, revealing a small gap between his front teeth. His hair is a messy 2B texture, sun-bleached to a platinum blonde at the tips with sandy blonde roots, looking damp and windblown. The scene is a beach at sunrise, with soft purple and orange light reflecting off the crashing waves behind him. He is holding a surfboard tucked under his left arm, standing in a relaxed stop-and-talk pose. The photo has a grainy, amateur smartphone quality with natural, hazy morning light.", "image_path": "images/iteration-0008/m13-seed1.png", "attractiveness": 3, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 5.4, "reason": "Uncanny glowing green eyes, bizarre V-shaped tan line, and awkward facial expression ruin an otherwise decent physique.", "failure_tags": [ "uncanny", "awkward_expression", "lighting_fail" ] }, { "persona_id": "m13", "persona_name": "Finn", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Australian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean swimmer's build, featuring defined collarbones, wiry shoulder musculature, and a narrow waist. His face is a diamond shape with a lean, tanned jawline and deep-set sea-foam green eyes that have prominent crinkle lines at the outer corners. He has a straight, narrow nose and a wide mouth with a thinner top lip. His hair is sun-bleached sandy blonde with a messy 2B wavy texture, appearing damp and salt-crusted as it reaches his collar. His skin has a deep golden-bronze tan with a faint dusting of freckles across the bridge of his nose and a small vertical scar through his left eyebrow. Captured in a medium shot on a beach at sunrise, he is standing on the shoreline with a black wetsuit peeled down to his waist, holding a surfboard under his arm. The lighting is the soft, warm orange glow of dawn, creating a natural, unpolished iPhone-style aesthetic.", "image_path": "images/iteration-0008/m13-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking bright blue eyes, strong defined jawline, and a lean, muscular swimmer's build. The sun-bleached hair and tan fit the surfer persona perfectly.", "failure_tags": [] }, { "persona_id": "m14", "persona_name": "Cyrus", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Iranian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a magnetic, sharp-featured look. He has a narrow square face with a prominent, chiseled jawline and high cheekbones. His eyes are deep-set amber-brown with thick, dark lashes, and his eyebrows are naturally dense with a groomed, high arch. He has a straight Roman nose with a refined tip and a small beauty mark just below his left eye. His mouth is a wide, well-defined shape held in a slightly asymmetric, entitled smirk. His hair is jet-black and thick, slicked back away from his forehead with a subtle styling sheen. He has a lean but defined swimmer\u2019s build, with broad shoulders and a thick, masculine neck visible above his collar. He is wearing a heavy, oversized designer black leather jacket over a dark button-down shirt, standing on a Mayfair street at night with the warm, blurry bokeh of high-end London storefronts and streetlights in the background. The lighting is soft and moody, captured with the casual, slightly grainy quality of a high-end smartphone camera.", "image_path": "images/iteration-0008/m14-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and intense amber eyes stand out, but the eyelashes are overly feminine and the skin texture is slightly uncanny, preventing a higher score.", "failure_tags": [ "feminine_features_male", "uncanny" ] }, { "persona_id": "m14", "persona_name": "Cyrus", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Iranian-British man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a narrow oval face, a sharp chiseled jawline, and a prominent chin. His skin is a warm olive with golden undertones. He has deep amber-brown hooded eyes with thick dark lashes and dense, impeccably groomed arched eyebrows. His nose is a narrow Roman profile with a high bridge. He has a small, distinctive mole just below his right cheekbone. His jet-black hair is slicked back with high-shine pomade, though a few textured strands have fallen loose. He possesses a V-tapered build with broad shoulders and a thick neck, visible as he leans back. He is wearing a heavy, black designer leather jacket worn open over a premium white t-shirt. The setting is a Mayfair street at night, with the blurred warm amber glow of luxury shop windows and damp pavement behind him. The shot is a medium-chest-up framing with the casual, slightly grainy quality of a high-end smartphone camera.", "image_path": "images/iteration-0008/m14-seed2.png", "attractiveness": 4, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 6.0, "reason": "Highly uncanny and overly feminized features. The eyes have heavy makeup/lashes, and the overall look is too polished and artificial, lacking masculine edge.", "failure_tags": [ "uncanny", "feminine_features_male", "styling_dominates" ] }, { "persona_id": "m15", "persona_name": "Devon", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Black man, early 30s, eyes looking at camera, his mouth slightly parted. He has a powerful athletic V-tapered torso with broad shoulder breadth and a thick neck, his upper chest mass clearly defined through a navy blue cotton fire station graphic t-shirt. His face is a wide square shape with a sharp, heavy jawline and high cheekbones. He has deep warm amber-brown almond-shaped eyes with thick lashes and naturally dense, straight eyebrows. His nose is straight with a slightly rounded tip, and he has a small, faint scar just above his left eyebrow. His hair is a clean short-cropped fade with a 4C texture on top, and his skin is a rich mahogany with warm golden undertones. He is captured in a stop-and-talk pose with an approachable, magnetic smile, standing in a sun-drenched Chicago fire station garage with the blurred red front of a fire engine and hanging turnout gear visible in the soft-focus background.", "image_path": "images/iteration-0008/m15-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Strong jawline, broad shoulders tapering well, and striking warm eyes. The smile is natural and engaging. Very attractive, top 15% easily.", "failure_tags": [] }, { "persona_id": "m15", "persona_name": "Devon", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Black man, in his early 30s. Eyes looking at camera, his mouth slightly parted. He possesses a powerful V-tapered frame with broad, heavy shoulders and thick neck muscles visible under a fitted navy blue cotton t-shirt with \"CFD\" printed in faded white block letters. His face is a strong square shape with high cheekbones and a razor-sharp jawline. He has deep-set, large eyes the color of warm liquid mahogany and a wide, friendly expression. His nose has a straight bridge with a slightly rounded tip. His lips are full and symmetrical, parted in a welcoming, easy-going manner. He has a clean skin-fade haircut showing tight 4C coils on top and thick, straight natural eyebrows. His skin is a rich deep espresso tone with warm golden undertones and a slight natural sheen. A small, distinctive mole is located just above the right corner of his mouth. He is standing in the middle of a sunlit Chicago fire station garage; in the soft-focus background, the chrome grill of a red fire engine and rows of heavy yellow turnout gear are visible. The lighting is bright and natural, coming from high garage windows, giving the image a realistic, unedited smartphone quality.", "image_path": "images/iteration-0008/m15-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strikingly handsome. Broad shoulders tapering to a narrow waist, sharp symmetrical jawline, and intense amber/brown eyes. Very strong physical presence.", "failure_tags": [] }, { "persona_id": "m16", "persona_name": "Theo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome German man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with an intentionally slim and wiry frame, possessing a narrow shoulder breadth and a long, elegant neck with a visible Adam's apple. His face is a sharp, narrow oval with high-set, hollowed cheekbones and a prominent, angular jawline. He has deep-set, hooded iron-gray eyes protected by remarkably long, dense dark lashes and straight, thick espresso eyebrows. His nose is thin with a high Roman bridge and a sharp tip. His hair is dark espresso, shoulder-length with messy 2A waves, tucked haphazardly behind one ear. His mouth is small with a thin upper lip and a slightly fuller bottom lip. A distinctive small mole sits on his left temple, and several fingers on his right hand are smudged with dark blue ink. He is sitting in a grainy, sun-drenched Berlin cafe during the late afternoon, wearing an oversized, pilling cream-colored wool cardigan over a loose, wrinkled gray linen shirt that drapes over his lean, non-muscular torso. The lighting is soft and golden, catching the dust in the air for a perfect stop-and-talk candid moment.", "image_path": "images/iteration-0008/m16-seed1.png", "attractiveness": 4, "prompt_adherence": 4, "lipsync_adherence": 10, "weighted_score": 5.2, "reason": "Highly uncanny and overly feminine facial features (extreme eyelashes, makeup-like appearance) clash with the intended aesthetic. The prompt explicitly asked for NO athletic bulk, yet he has visible defined abs/pecs showing through the open shirt.", "failure_tags": [ "uncanny", "feminine_features_male", "awkward_expression" ] }, { "persona_id": "m16", "persona_name": "Theo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome German man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a strikingly narrow and angular facial structure, a long diamond-shaped face, and high, razor-sharp cheekbones. His eyes are a deep, clear slate-gray, hooded with exceptionally long, dark lashes that cast soft shadows. He has a thin, straight Roman nose and a wide but thin mouth with a well-defined cupid's bow. His eyebrows are dark, straight, and slightly overgrown. His hair is shoulder-length, dark espresso brown with a 2A fine texture, tucked loosely behind one ear but otherwise tousled as if he\u2019s been running his hands through it. He has a very slim, wiry intellectual build with narrow, elegant shoulders and long, delicate limbs that create a graceful, slight silhouette. His skin is a cool porcelain with a faint, sheer quality. He wears a worn, oversized cream wool cardigan over a rumpled, thin white linen shirt that drapes loosely over his slender frame. A distinctive smudge of dark blue fountain pen ink stains the side of his index finger and thumb. He is seated at a small round wooden table in a dimly lit, moody Berlin cafe, captured in the soft, golden-hour light of a late afternoon filtering through a grime-streaked window. The shot is a medium-close-up, focusing on his quiet, intense expression and delicate posture.", "image_path": "images/iteration-0008/m16-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strikingly angular face with sharp cheekbones and intense, pale eyes framed by long lashes. The delicate, wiry frame fits the persona perfectly, though the extreme femininity of the features borders on uncanny.", "failure_tags": [ "feminine_features_male", "uncanny" ] }, { "persona_id": "m17", "persona_name": "Sangwoo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with a slim and cerebral frame, featuring narrow, delicate shoulders and a lean, non-muscular build that highlights his long neck and slender proportions. His skin is a cool porcelain with a neutral ivory undertone. He has a narrow oval face shape with a soft chin and high, subtle cheekbones. His eyes are soft monolids with a gentle, thoughtful gaze and dark coffee-brown irises. He has a straight, narrow nose with a refined tip and a small, bow-shaped mouth with a slightly fuller bottom lip. His hair is deep jet-black and pin-straight, styled in a clean, professional middle-part. He wears round, thin wire-rimmed glasses and an off-white linen shirt buttoned precisely to the collar. A tiny, dark beauty mark is situated just below the outer corner of his left eye. The shot is a medium-close-up taken in a quiet, sunlit library in Seoul, with blurred wooden bookshelves and the soft glow of window light catching the dust motes in the background. The image has the natural, unpolished quality of an iPhone photo with realistic skin textures and soft, natural shadows.", "image_path": "images/iteration-0008/m17-seed1.png", "attractiveness": 5, "prompt_adherence": 4, "lipsync_adherence": 10, "weighted_score": 5.8, "reason": "Face is handsome but generic AI K-pop style. The prompt asked for a fitted shirt buttoned to the collar, but the shirt is unbuttoned and bizarrely missing a sleeve/shoulder, exposing bare skin in a library setting, which ruins the intended restrained aesthetic.", "failure_tags": [ "generic_face", "styling_dominates", "uncanny" ] }, { "persona_id": "m17", "persona_name": "Sangwoo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He has a mid-20s intellectual's aesthetic with a very slim, slight build, featuring narrow shoulders and a long, slender neck that lacks any athletic mass. His face is a narrow oval with pale porcelain skin and a soft, refined jawline. He has deep-set monolid eyes with a gentle expression, framed by thin silver wire-rim round glasses and straight, neat black eyebrows. His nose has a high, narrow bridge and a delicate tip, and his mouth is small with thin, symmetric lips. His jet-black hair is medium-length, styled in a precise and smooth middle-part. He is wearing a fitted off-white linen shirt buttoned all the way to the top collar. He is captured in a medium shot, sitting at a wooden table in a sun-drenched Seoul bookshop library, surrounded by blurred shelves of old books. A single small mole is visible just below his left eye, and the lighting is soft and diffused from a nearby window.", "image_path": "images/iteration-0008/m17-seed2.png", "attractiveness": 6, "prompt_adherence": 4, "lipsync_adherence": 3, "weighted_score": 5.0, "reason": "Handsome face with sharp jawline and nice eyes, but the AI completely failed the prompt by giving him muscular, vascular arms in a bizarre sleeveless-but-with-sleeves-at-the-bottom shirt. Mouth is firmly closed.", "failure_tags": [ "mouth_closed", "uncanny" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Italian-American man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean dancer\u2019s build, characterized by long elegant limbs, a narrow waist, and lithe, defined-but-not-bulky musculature. His face is a narrow heart-shape with sharp, high cheekbones, leading down to a clean-shaven, precise jawline. He has deep-set almond eyes of a near-black shade and straight, well-groomed eyebrows with a slight arch. His nose is slender with a straight bridge and a refined tip, and his mouth features full, soft lips with a well-defined cupid\u2019s bow. A small dark mole is visible high on his right cheekbone. His jet-black, pin-straight hair is pulled back into a neat, tight low ponytail. He is captured mid-stretch in a sun-drenched New York City dance studio, sitting on the grey marley flooring with his legs extended, wearing a simple form-fitting charcoal tank top that emphasizes his dancer\u2019s posture and sloping shoulders. A wooden ballet barre and large industrial windows are visible in the background, casting soft natural light and subtle lens flares across the scene.", "image_path": "images/iteration-0008/m18-seed1.png", "attractiveness": 4, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 6.2, "reason": "Face is slightly uncanny with a strange mark on the forehead. The pose is extremely awkward and the anatomy of the legs/hips looks distorted and unnatural.", "failure_tags": [ "uncanny", "awkward_expression" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Mediterranean man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a strikingly lean and elegant dancer\u2019s frame, characterized by long limbs, a narrow waist, and lithe, defined musculature without any bulk. He has a narrow oval face with exceptionally sharp cheekbones and a refined, straight nasal bridge. His eyes are a deep, expressive charcoal-brown, set beneath naturally arched and well-groomed brows, and a small, distinct dark mole sits just along his left jawline. His dark hair is pulled back tightly into a neat low ponytail. He is wearing a simple charcoal-gray fitted tank top that highlights his long neck and slender, graceful shoulders. He is captured in a stop-and-talk pose while sitting on a black marley floor in a sun-drenched New York City dance studio, with a wooden ballet barre and large windows visible in the background. The lighting is soft and natural, coming from the side to create a candid, intimate atmosphere typical of a smartphone snap.", "image_path": "images/iteration-0008/m18-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Striking dancer aesthetic. Sharp jawline and expressive dark eyes stand out. Very lean frame fits the persona perfectly, though the extreme leanness and slightly feminine features keep it from an 8 for my personal taste.", "failure_tags": [ "feminine_features_male" ] }, { "persona_id": "f01", "persona_name": "Hannah", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful American woman, eyes looking at camera, her mouth slightly parted. She is in her mid-20s with a narrow oval face, high cheekbones, and a soft jawline. Her hooded almond-shaped eyes are a deep sage-green with subtle golden flecks, and her straight, mahogany-toned eyebrows are thick and natural. She has a small button nose with a rounded tip and a sparse constellation of light brown freckles across the bridge. Her soft auburn hair is textured with 2A beachy waves, gathered into a loose, messy half-up bun with wispy strands framing her temples. She has a lean swimmer\u2019s build with delicate collarbones and a tiny beauty mark on her right shoulder. She wears an oversized, heavy-knit cream cardigan layered over a thin silk camisole. Seated at a weathered wooden table in an Austin coffee shop, she is illuminated by the hazy, warm backlight of a street-side window during the golden hour. The shot is a medium-close-up with a shallow depth of field, capturing a sweet and bookish girl-next-door aesthetic in a natural, unposed moment.", "image_path": "images/iteration-0008/f01-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Good facial symmetry and nice freckles, but the eyes are highly uncanny and artificial-looking, dragging down the overall appeal.", "failure_tags": [ "uncanny" ] }, { "persona_id": "f01", "persona_name": "Hannah", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful American woman, eyes looking at camera, her mouth slightly parted. She is in her mid-20s with a slender, lean frame and cool porcelain skin with a golden undertone. Her face is a narrow heart-shape with high cheekbones, featuring almond-shaped deep amber-hazel eyes and high-arched, naturally thick eyebrows. She has a straight-bridged nose with a soft rounded tip and a full cupid's bow mouth. Her soft auburn hair has a 2B wavy texture and is pulled into a casual, loose half-up style with soft wisps framing her face. A light scattering of tiny freckles covers her nose bridge and the tops of her cheeks. She is sitting at a wooden table by a large window in an Austin coffee shop, wearing an oversized chunky cream-colored knit cardigan draped over a thin silk camisole. The scene is lit by soft natural morning sunlight, giving her a sweet, bookish, girl-next-door appearance. Medium shot, captured on a high-end smartphone with a natural, unedited aesthetic.", "image_path": "images/iteration-0008/f01-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: intense amber eyes, full symmetric lips, and delicate freckles over a refined bone structure. Very attractive, though the eye color borders on uncanny.", "failure_tags": [ "uncanny" ] }, { "persona_id": "f02", "persona_name": "Camila", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful Latina woman, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a powerful V-tapered athletic build, featuring broad defined shoulders, a toned upper chest, and a narrow waist. Her face is a narrow oval with a sharp jawline and high cheekbones. She has almond-shaped deep amber-brown eyes with thick natural lashes and straight, thick dark eyebrows. Her nose has a straight bridge and a small defined tip, and her mouth has a full cupid's bow with an asymmetrical cocky-warm grin. Her jet-black hair is pulled into a high, tight ponytail with a few damp strands at her temples. A small, fine-line geometric tattoo is visible on her inner left forearm, and she has a tiny beauty mark just below her right eye. Her skin is a warm olive with a golden undertone and a slight sheen of sweat. She is wearing a charcoal grey ribbed sports bra, standing in a sun-drenched Miami gym with fitness equipment softly blurred in the background, leaning confidently with one hand on her hip in a casual stop-and-talk pose.", "image_path": "images/iteration-0008/f02-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 6.6000000000000005, "reason": "Above-average attractiveness with strong jawline and striking dark eyes, but eyes are completely averted from the camera. Good prompt match for Latina fitness coach with tattoos.", "failure_tags": [ "eyes_averted" ] }, { "persona_id": "f02", "persona_name": "Camila", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Latina woman, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a powerful V-tapered athletic figure, featuring broad defined shoulders, a toned upper chest visible through her racerback, and a lean muscular neck. Her skin is a sun-kissed warm olive with a slight golden undertone and a faint sheen of perspiration. She has a square face shape with high, sharp cheekbones and a strong jawline. Her eyes are deep amber-brown, almond-shaped with thick dark lashes. She has a straight nose bridge and a full wide mouth with a prominent cupid's bow and a tiny gap between her two front teeth. Her hair is dark walnut brown and pin-straight, pulled back into a sleek, tight high ponytail. A small minimalist geometric tattoo is visible on the inside of her right forearm. She is wearing a charcoal gray ribbed sports bra and is caught in a stop-and-talk pose in a bright Miami boutique gym, with palm trees blurred in the soft morning light through the background windows. She has a cocky, warm expression with a single dimple appearing on her left cheek.", "image_path": "images/iteration-0008/f02-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: intense amber eyes, full defined lips, and a highly toned athletic physique. Matches persona perfectly with the high ponytail, gym setting, and small forearm tattoo.", "failure_tags": [] }, { "persona_id": "f03", "persona_name": "Yujin", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful Korean woman, eyes looking at camera, her mouth slightly parted. She is 24 years old with a narrow oval face and a delicate chin, embodying a graceful dancer\u2019s build with a slender neck and defined collarbones visible above the collar of her oversized pastel lavender hoodie. Her skin is a cool-toned porcelain with a luminous dewy finish. She has large, expressive doe-shaped eyes with double-eyelids and distinctively sharp inner corners, featuring deep dark-brown irises. Her nose has a high, straight bridge and a soft rounded tip, marked by a tiny, singular beauty mark. Her lips feature a well-defined cupid\u2019s bow and a slightly fuller bottom lip. Her hair is pin-straight, jet-black, and waist-length, tucked casually behind her left ear to reveal a small silver stud. The shot is a medium-close-up taken in a brightly lit, minimalist Seoul dance studio with soft natural light spilling from a large window, creating a gentle glow on her features. The photo has the authentic, unpolished texture of a high-end smartphone camera.", "image_path": "images/iteration-0008/f03-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Three standouts: flawless dewy skin texture, large expressive doe eyes with sharp inner corners, and full, perfectly shaped lips. Nails the idol-trainee aesthetic.", "failure_tags": [] }, { "persona_id": "f03", "persona_name": "Yujin", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Korean woman, eyes looking at camera, her mouth slightly parted. She is in her mid-20s with a heart-shaped face, a defined jawline, and high cheekbones that catch the soft light of a trendy Seoul cafe. Her large doe-shaped eyes are a deep espresso color with sharp, elongated inner corners and thick natural lashes. She has a small, straight button nose and a full cupid\u2019s bow mouth with a subtle natural gloss. A tiny, distinctive beauty mark is visible just below her right eye. Her skin is a radiant, warm porcelain with a dewy glow, looking fresh and hydrated. Her hair is pin-straight and jet black, falling past her shoulders with a soft, silky texture and a clean middle part. She has a lean, graceful frame with a long neck and delicate collarbones visible above the collar of her oversized pastel lavender hoodie. The shot is a medium close-up, capturing her leaning slightly forward over a wooden table, perfectly framed for a video call. The background is a slightly blurred interior with warm wood tones and minimalist Korean decor, illuminated by soft morning sunlight through a window. The image has the natural, unpolished quality of a high-end smartphone capture, with realistic skin textures and no studio lighting.", "image_path": "images/iteration-0008/f03-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Three standouts: large expressive doe eyes with sharp inner corners, flawless dewy skin texture, and full glossy lips. Very strong K-beauty aesthetic.", "failure_tags": [] }, { "persona_id": "f04", "persona_name": "Naomi", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful mixed Black-Japanese woman, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a slim, elegant build, featuring narrow but defined shoulders and a long neck. Her face is a heart shape with a soft jawline and high cheekbones, featuring a small dark mole just below her left eye. She has deep amber-brown almond-shaped eyes with a subtle monolid crease and natural, softly arched eyebrows. Her hair is a short, cropped 4A tight coil texture that frames her forehead. Her skin is a warm golden-bronze with a radiant, natural glow. She is wearing a vintage denim jacket heavily splattered with dried smears of turquoise and white paint over a simple black cotton shirt. Seated at a small wooden table in a sunlit Brooklyn cafe, she has a calm, dreamy expression. The lighting is soft and directional from a side window, highlighting her straight nose bridge and a tiny gap between her front teeth. Medium shot, amateur smartphone photography, blurred background of a coffee shop interior.", "image_path": "images/iteration-0008/f04-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: sharp jawline, distinct almond eyes with striking color, and full symmetric lips. Very attractive mix of features. Nails the mixed Black-Japanese prompt perfectly with the paint-stained denim.", "failure_tags": [] }, { "persona_id": "f04", "persona_name": "Naomi", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful mixed Black-Japanese woman, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a narrow oval face, sharp jawline, and hooded almond-shaped eyes of a deep amber-brown color. Her skin is a warm chestnut with golden undertones, featuring a small cluster of three freckles across the bridge of her nose. She has a straight nose bridge and a full cupid\u2019s bow mouth. Her hair is styled in short, 4A defined tight coils in a tapered cropped cut. She has a slim, elegant build with defined collarbones and narrow shoulders, wearing paint-stained denim overalls over a black ribbed tank top. She is captured in a medium shot, sitting on a wooden stool in a sun-drenched Brooklyn artist loft filled with ivy plants and leaning canvases. The lighting is soft and natural from a nearby window, creating a calm and focused atmosphere. The photo has a casual, non-studio feel with a slight grainy texture as if taken on a smartphone.", "image_path": "images/iteration-0008/f04-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: striking amber eyes, full symmetric lips, and delicate freckles across a very well-defined bone structure. Hits the top 15% easily.", "failure_tags": [] }, { "persona_id": "f05", "persona_name": "Anya", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful Polish woman, eyes looking at camera, her mouth slightly parted. She is 28 years old with a soft heart-shaped face, a narrow jawline, and high cheekbones. She has deep-set round eyes the color of pale sage green with a dark charcoal ring, and a small constellation of faint freckles across the bridge of her nose. Her nose is a small, soft button shape with a slightly rounded tip. Her lips are a full cupid's bow with a naturally soft, muted coral tone. She has thick, straight-across eyebrows that are a shade darker than her hair. Her hair is a warm honey blonde, styled in 2B beachy waves that fall past her shoulders, held back from her forehead by her round, gold wire-rim glasses. She has a lean but defined frame with elegant posture and a slender neck. She is wearing a chunky cream-colored knit cardigan over a high-neck white lace blouse. She is standing in a sun-drenched Brooklyn library aisle with floor-to-ceiling wooden bookshelves and a rolling ladder in the background, the warm afternoon light catching the dust motes in the air. The shot is a medium-close-up, capturing her from the mid-torso up with a soft, candid expression.", "image_path": "images/iteration-0008/f05-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 1, "weighted_score": 6.2, "reason": "Striking green eyes and full, well-defined lips elevate her above average. Prompt match is strong (librarian, blonde waves, cardigan, glasses on head). Mouth is firmly closed.", "failure_tags": [ "mouth_closed" ] }, { "persona_id": "f05", "persona_name": "Anya", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Polish woman, eyes looking at camera, her mouth slightly parted. She is 28 years old with a heart-shaped face and warm porcelain skin featuring a golden undertone. Her large hazel-green eyes are deep-set behind thin silver wire-rim round glasses. She has a small button nose and a full cupid's bow mouth. Her hair consists of 2B honey-blonde waves falling over her shoulders, held back partially by a tortoiseshell clip. A tiny constellation of three freckles is visible on her left cheekbone. She possesses a lean swimmer's build with defined collarbones visible above her white high-neck lace blouse, layered under a chunky mustard-yellow cable-knit cardigan. She is leaning against a dark wood bookshelf in a sun-drenched Brooklyn library, the natural light catching floating dust motes around her. The shot is a medium-close-up with a soft, natural bokeh, captured as a casual iPhone snap during a quiet afternoon.", "image_path": "images/iteration-0008/f05-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: full symmetrical lips, distinct high cheekbones, and piercing green eyes. The styling complements but doesn't hide a genuinely attractive face structure.", "failure_tags": [] } ], "aggregates": { "male_count": 36, "female_count": 10, "male_attractiveness_mean": 6.833333333333333, "male_attractiveness_stdev": 1.674979270186815, "female_attractiveness_mean": 7.6, "female_attractiveness_stdev": 0.6633249580710799, "male_weighted_mean": 7.822222222222223, "female_weighted_mean": 8.16, "lipsync_adherence_mean": 9.5, "prompt_adherence_mean": 8.978260869565217, "failure_tag_histogram": { "uncanny": 17, "feminine_features_male": 8, "awkward_expression": 4, "styling_dominates": 3, "lighting_fail": 1, "generic_face": 1, "mouth_closed": 2, "eyes_averted": 1 }, "axes": [ [ "attractiveness", 0.6 ], [ "prompt_adherence", 0.2 ], [ "lipsync_adherence", 0.2 ] ] }, "baseline_metrics": { "male_count": 36, "female_count": 10, "male_attractiveness_mean": 7.027777777777778, "male_attractiveness_stdev": 1.1422713997195606, "female_attractiveness_mean": 7.7, "female_attractiveness_stdev": 0.45825756949558405, "male_weighted_mean": 7.883333333333334, "female_weighted_mean": 8.440000000000001, "lipsync_adherence_mean": 9.130434782608695, "prompt_adherence_mean": 9.369565217391305, "failure_tag_histogram": { "awkward_expression": 4, "generic_face": 2, "bad_skin": 2, "extreme_close_up": 1, "mouth_closed": 5, "styling_dominates": 1, "narrow_shoulders": 2, "soft_jawline": 1, "uncanny": 5, "bad_grooming": 1, "asymmetric_eyes": 1, "weak_frame": 1, "boyish_when_mature_intended": 1 }, "axes": [ [ "attractiveness", 0.6 ], [ "prompt_adherence", 0.2 ], [ "lipsync_adherence", 0.2 ] ] }, "eps": 0.3, "pass": false, "pass_reason": { "fail_reason": "male attractiveness did not improve (-0.194)", "male_uplift": -0.19444444444444464 } }