{ "iteration": 3, "timestamp": "2026-06-03T12:09:16", "wall_clock_seconds": 110.7, "prompt_snapshot_path": "prompts/iteration-0003.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 man, eyes looking at camera, his mouth slightly parted. He is 28 years old with a lean swimmer\u2019s build, showcasing a wiry upper body with defined collarbones and narrow but square shoulders visible under a thin, vintage black cotton t-shirt. He has a long oblong face with a sharp, angular jawline and high, flat cheekbones. His eyes are a striking pale gray-green with a darker outer ring, deep-set under straight and thick, slightly unkempt eyebrows. He has a narrow Roman nose with a high bridge and a small, sharply cut cupid's bow with an asymmetric smile that pulls slightly to the left. His soft light-brown hair is 2B beachy texture, styled in a messy bedhead look with long strands falling over his forehead and partially veiling one eye. He is leaning against a white-washed brick wall in a dimly lit Brooklyn loft during the blue hour, holding a worn electric guitar across his lap. The lighting is soft and moody, catching the slight sheen of sweat on his neck and the silver rings on his slender fingers, creating a quiet, brooding atmosphere.", "image_path": "images/iteration-0003/m01-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking combination of sharp jawline, intense light eyes, and messy textured hair. Nails the brooding indie musician vibe perfectly. Frame is slim but fits the aesthetic.", "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 but defined swimmer's build, showcasing a wiry frame with broad, prominent collarbones and a slender neck, visible through the wide neck of a black vintage knit sweater. He has a sharp diamond-shaped face with a high-fashion, angular jawline and pale porcelain skin with cool neutral undertones. His eyes are deep-set and hooded, a striking shade of pale gray-blue with a dark outer ring, framed by thick, straight eyebrows that are slightly unkempt. His hair is a soft chestnut brown with a 2B messy wave texture, long enough for several pieces to fall over his brow and catch in his lashes. His nose has a high, straight bridge and a narrow profile, and his mouth features a thin upper lip over a fuller, slightly asymmetric bottom lip. As a signature feature, he has a defined, sharp notch in his left eyebrow and a singular, small silver hoop in his right ear. He is captured in a dim Brooklyn loft during blue hour, leaning back against a weathered leather sofa with industrial windows and the warm glow of a distant streetlamp in the background. The shot is a medium-close-up with a soft, natural grain and a moody, quiet atmosphere.", "image_path": "images/iteration-0003/m01-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: razor-sharp jawline, intense ice-blue eyes, and perfectly tousled hair. Nails the brooding indie vibe, though leans slightly too 'model' for a typical musician.", "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 has a powerful V-tapered frame with broad boulder shoulders and a thick, muscular neck that transitions into a defined upper chest visible beneath a tight-fitting charcoal grey sleeveless athletic shirt. His face is a wide square shape with a sharp, chiseled jawline and high cheekbones, featuring warm olive skin with a golden undertone. He has deep espresso-brown eyes with a subtle amber ring, framed by thick dark lashes and groomed, straight black eyebrows. His nose has a high straight bridge and a strong, defined tip. He has a wide, cocky smile with a full lower lip, featuring a signature deep singular dimple on his right cheek and a small natural notch through the tail of his left eyebrow. His hair is a clean taper fade with messy, salt-sprayed 2A dark-charcoal waves on top. Standing on a Miami boardwalk during the golden hour, the warm side-lighting catches a light sheen of exertion on his skin, with blurred palm trees and the pale blue Atlantic ocean in the soft-focus background.", "image_path": "images/iteration-0003/m02-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong jawline and warm, symmetrical smile showing teeth. Good athletic frame. Above average but slightly generic AI face prevents a higher score.", "failure_tags": [ "generic_face" ] }, { "persona_id": "m02", "persona_name": "Mateo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Mexican woman, eyes looking at camera, her mouth slightly parted. She is in her mid-20s with a warm olive skin tone and golden undertones, captured in the bright, high-contrast morning light of South Beach, Miami. She has a powerful gym-built frame with broad, V-tapered shoulders, a thick neck, and defined upper chest mass visible through the tight collar of her black moisture-wicking athletic compression shirt. Her face is a sharp diamond shape with high, prominent cheekbones and an extremely defined, square jawline. She has deep-set, almond-shaped eyes of a warm hazel color with gold flecks, framed by naturally thick, dark, straight eyebrows. Her nose is a narrow Roman profile with a high bridge and a clean, straight line. Her signature feature is a sharply asymmetric, cocky half-smile that pulls higher on the left side, deepening a single prominent dimple in her cheek. Her dark charcoal hair is cut in a clean fade on the sides with textured 2B waves on top, slightly damp from humidity and pushed back away from her forehead. She is leaning back against a weathered turquoise lifeguard tower, a casual stop-and-talk pose with one shoulder dipped, radiating a confident and magnetic energy. Overexposed sand and the blurred turquoise Atlantic Ocean fill the background in a natural, sun-drenched iPhone-style shot.", "image_path": "images/iteration-0003/m02-seed2.png", "attractiveness": 2, "prompt_adherence": 1, "lipsync_adherence": 5, "weighted_score": 2.4, "reason": "Generated a female subject instead of the requested male persona. Mouth is closed.", "failure_tags": [ "feminine_features_male", "mouth_closed" ] }, { "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 and wiry runner's build, featuring elegant negative space at the shoulders and slim collarbones visible above his collar. His skin is a warm ivory with a golden undertone. He has a narrow oval face with a sharp jawline and high, subtle cheekbones. His eyes are soft monolids with a subtle inner-corner crease, colored a deep coffee-brown with warm amber flecks and framed by exceptionally long, straight dark lashes that cast soft shadows. He has a straight nose bridge with a small defined tip and a soft bow-shaped mouth with a thinner top lip. His eyebrows are straight, dark, and naturally thick. His black hair is 1A pin-straight and mid-length, styled in a messy center part with a few stray pieces touching his brows. He wears an oversized cream-colored chunky knit cardigan over a rumpled light-gray linen shirt. He is captured in a medium shot, sitting at a wooden drawing desk in a sun-lit Los Angeles studio; one hand rests on the table, showing faint dark ink stains on his knuckles and fingertips. The lighting is soft golden hour sun coming from a side window, creating a candid, stop-and-talk moment.", "image_path": "images/iteration-0003/m03-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: sharp jawline, intense deep-set monolid eyes, and a strong neck/collarbone structure. 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, slender, and wiry build characterized by long limbs and an elegant, upright posture. His face is a narrow oval with a gentle jawline and warm ivory skin with a subtle golden undertone. He has soft, elongated monolid eyes that are slightly downturned at the outer corners, colored a deep obsidian black. His nose has a straight, delicate bridge and a soft, rounded tip, while his mouth features medium-full lips with a relaxed, natural shape. His eyebrows are straight and naturally thick, framing a thoughtful expression. He wears his jet-black 1A straight hair in a casual, slightly messy side-swept fringe that partially obscures a small, signature beauty mark located just beneath his left eye. He is wearing an oversized, chunky knit sage green cardigan over a wrinkled cream linen shirt, appearing relaxed in a sun-drenched Los Angeles studio apartment. The background is a soft-focus blur of an illustrator's desk with scattered ink bottles and charcoal sketches. The lighting is the warm, hazy glow of golden hour captured on a phone camera, creating a candid, intimate stop-and-talk moment.", "image_path": "images/iteration-0003/m03-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong jawline and intense, expressive monolid eyes. Nails the quiet artist vibe perfectly, but lacks the overwhelming presence for an 8.", "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 warm mahogany skin tone and golden undertones, leaning against a polished dark wood bar in a dimly lit, upscale Manhattan lounge. He has a strong V-tapered frame with broad shoulders and thick, muscular forearms visible as his black dress shirt sleeves are neatly rolled up, showcasing intricate black-ink geometric tattoos. His face is a sharp diamond shape with a defined, square jawline and high cheekbones. He has deep-set, intelligent almond-shaped eyes the color of dark roasted coffee, framed by thick natural lashes. His nose is straight with a slightly broader base and a soft, rounded tip. He wears a short, meticulously groomed fade with a sharp lineup and a dense, short-cropped beard that follows his jawline. His signature feature is a small, natural notch in his left eyebrow that gives him a perpetually thoughtful expression. On the bar top next to his hand rests a well-worn philosophy paperback with dog-eared pages. The lighting is moody and warm, catching the amber glow of bottles in the background and creating a soft sheen on his skin, reflecting the quiet, sophisticated atmosphere of a late-night hotel bar.", "image_path": "images/iteration-0003/m04-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, intense direct eye contact, and broad shoulders tapering well. Very handsome, definitely top 15%.", "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 thirty-two years old with a lean-muscled V-tapered build, broad shoulders, and thick forearms resting on a polished mahogany bar top. He has a narrow square face with a sharp, clean-shaven jawline and high cheekbones. His eyes are a deep espresso brown with a warm, steady gaze, set under thick, groomed straight brows. He has a straight bridge nose with a slightly wider, defined base and full, symmetric lips. His hair is a neat, low-taper fade with 4C texture, and his skin is a deep mahogany with a smooth, warm undertone. As a signature feature, he has a sharply defined cupid's bow that creates a clean, architectural line above his mouth. He is wearing a fitted black button-down shirt with the sleeves rolled up, revealing intricate black-ink geometric tattoos on his inner forearms. He is standing behind an upscale, dimly lit hotel bar in Manhattan, with rows of amber-lit glass bottles blurred in the background and a vintage philosophy paperback book lying face-down next to a cocktail shaker. The lighting is soft and moody, catching the sweat on a glass and the clean lines of his frame in a medium-shot (MS) composition.", "image_path": "images/iteration-0003/m04-seed2.png", "attractiveness": 9, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 9.399999999999999, "reason": "Top 5% easily. Incredible bone structure with a razor-sharp jawline, intense deep-set eyes, broad shoulders filling out the shirt, and a commanding, magnetic presence. Hits every persona detail perfectly.", "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 twenty-eight years old with a lean swimmer's build, featuring defined collarbones and wiry, athletic shoulders visible under a faded charcoal band t-shirt. He has a narrow oval face with a sharp, clean-shaven jawline and high, prominent cheekbones. His eyes are a deep amber-brown, slightly deep-set with thick dark lashes. He has a straight Roman nose with a high bridge and a small, distinct notch through the outer tail of his left eyebrow that lifts the arch. His hair is a messy, mid-length 2B wave in a dark espresso shade, looking slightly windswept and tucked behind one ear. He is sitting on the edge of a concrete skate bowl in Brooklyn during golden hour, the warm sun hitting his olive skin with a golden undertone. A detailed half-sleeve of black-and-grey tattoos is visible on his right arm as he rests his hand on a beat-up skateboard. He wears heavily distressed black denim. The shot is a medium-wide angle, capturing his sweet asymmetric smile and a small, single dimple on his right cheek, with the soft-focus background of the skate park under a dusty orange sky.", "image_path": "images/iteration-0003/m05-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Thick tousled hair, strong jawline, and warm hazel eyes. Nails the skater aesthetic perfectly. Very attractive, definitely top 15%.", "failure_tags": [] }, { "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 wiry athletic build, featuring broad shoulders and a thick, defined neck that transitions into a sharp jawline. His face is a narrow oval with deep-set hazel-brown eyes framed by dense, dark lashes. He has a straight Roman nose with a high bridge and a small, narrow tip. His mouth features a sharply cut cupid's bow and a fuller bottom lip, revealing the hint of a sweet, asymmetric smile. His eyebrows are dark and straight, accented by a single natural notch through the outer tail of his left brow. His hair is a messy, grungy dark chestnut with a soft 2B wavy texture, looking wind-swept and unstyled. His skin is a warm olive tone with golden undertones. He is wearing a faded, oversized black vintage band t-shirt that shows off detailed black-ink half-sleeve tattoos winding down his muscular arm. The setting is a Brooklyn concrete skate park at golden hour, with the low sun casting a warm glow and soft lens flare over his shoulder while graffiti-covered ramps blur in the background. The shot is a medium-close-up of him leaning casually against a metal handrail in a candid stop-and-talk pose, captured with the natural, unpolished quality of a smartphone camera.", "image_path": "images/iteration-0003/m05-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Thick tousled hair, strong jawline, and warm hazel eyes. Nails the skater aesthetic 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 standing in a glass-walled Chicago office at twilight, the city skyline blurred in the background. He has a powerful V-tapered build with broad shoulders and a thick, defined neck, his physical presence evident even in a charcoal wool suit with the top button of his white shirt undone. His face is a wide square with high cheekbones and a sharp, clean-shaven jawline, his skin a warm olive with golden undertones. He has deep-set almond eyes the color of near-black espresso with a slight olive cast, framed by thick, heavy lashes. His nose is a straight Roman bridge with a high, narrow profile. His salt-and-pepper hair is a textured 2B wave, cut short and professional but showing distinct silver edges at the temples. His signature feature is a sharply asymmetric smile that pulls more to his left, revealing a deep, singular dimple and a small, magnetic gap between his front teeth. The lighting is soft and natural from the overhead office lights, giving the shot a professional yet casual stop-and-talk feel.", "image_path": "images/iteration-0003/m06-seed1.png", "attractiveness": 9, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 9.399999999999999, "reason": "Top 5%. Striking combination of sharp, wide jawline, deep-set intense dark eyes, thick textured hair with silvering, and a broad, commanding shoulder frame. Hits the alpha energy perfectly.", "failure_tags": [] }, { "persona_id": "m06", "persona_name": "Adrian", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Italian-Greek man, his eyes looking at camera, his mouth slightly parted. He is thirty-five years old with a wide square face, a sharp masculine jawline, and high, defined cheekbones. His eyes are an arresting deep amber-brown framed by thick, dark lashes, and his nose is a narrow Roman shape with a high, straight bridge. His hair is dark and textured with 2B waves, styled back but with visible silver edges at the temples and a slight cowlick at the forehead. He has a thick, well-groomed neck and a strong V-tapered torso with broad shoulders visible beneath the fabric of a charcoal wool suit jacket. His skin is a warm olive with a golden undertone. He wears a crisp white dress shirt with the top two buttons undone, revealing a hint of defined upper chest mass and a thick sternocleidomastoid line. His signature feature is a sharply asymmetric smile that pulls more on the left, showing a single deep dimple on that side. He is captured in a medium-shot, leaning back slightly against a dark wood banquette in a dimly lit, upscale Chicago lounge at night, city lights blurred in the window behind him. The lighting is soft and natural, coming from a warm lamp off-camera, casting subtle shadows that emphasize his mature, confident expression.", "image_path": "images/iteration-0003/m06-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 8, "weighted_score": 8.4, "reason": "Striking Mediterranean features. Standouts: intense amber eyes, sharp jawline with perfect stubble, and thick textured hair with silver temples. Mouth is slightly parted.", "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 lean swimmer\u2019s build, his soft shoulder breadth visible beneath the fabric of an oversized, chunky-knit cream wool sweater. He has a narrow heart-shaped face with a soft jawline and a skin tone of smooth porcelain with subtle golden undertones. His eyes are large, double-lidded almond shapes, colored a deep mahogany-brown with amber highlights that catch the warm cafe light. He has a straight, narrow nose bridge with a delicate rounded tip and a full lower lip that gives him a sweet, open expression. His thick coal-black hair is styled in a messy, tousled 2B wavy mop-top that falls naturally over his straight, medium-thickness black brows. As a signature feature, a small, dark beauty mark sits just beneath his left eye, adding a point of focus to his magnetic gaze. He is sitting at a light wood table in a sun-drenched Tokyo cafe, with blurred green plants and the soft bokeh of the street visible through the window behind him. The lighting is soft and natural, emphasizing a candid, stop-and-talk moment as if captured on an iPhone.", "image_path": "images/iteration-0003/m07-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Nails the soft-boy aesthetic perfectly. Standouts: large, expressive amber eyes and clear, symmetrical facial structure. Very cute, but lacks the raw masculine edge for an 8+.", "failure_tags": [] }, { "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 lean but defined swimmer's build and broad shoulders that fill out his oversized cream-colored cable-knit sweater. His skin is a warm porcelain with golden undertones, glowing under the soft morning light of a Tokyo cafe. He has a heart-shaped face with a sharp, clean jawline and high cheekbones. His eyes are large, deep-set, and a warm hazel-brown with gold flecks, framed by thick, straight lashes. He has a straight bridge nose with a soft, rounded tip and a full cupid's bow mouth that naturally rests in a sweet, inviting expression. His hair is thick 1A pin-straight jet black, styled in a messy, tousled bedhead look with several strands falling forward over his high, natural eyebrows. His signature feature is a sharply asymmetric smile that pulls slightly to the left, revealing a single deep dimple on his cheek. He is sitting at a small wooden cafe table with a steaming ceramic mug in his hands, leaning forward in a stop-and-talk pose as if listening intently to a companion. The background is a soft-focus blur of warm wood tones and green potted plants typical of an urban Japanese coffee shop, captured in a medium close-up shot with a candid, natural iPhone aesthetic.", "image_path": "images/iteration-0003/m07-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Above average soft-boy aesthetic. Standouts: large expressive hazel eyes, clear symmetrical features. A bit too boyish for my personal taste, but undeniably cute.", "failure_tags": [] }, { "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 golden undertone, captured in a medium shot that shows a powerful V-tapered torso, broad shoulder breadth, and thick neck muscles. His facial structure is a wide square with a heavy, masculine jawline and high cheekbones. He has deep-set, near-black eyes with a slight olive cast and thick, dark eyebrows that are straight and natural, except for a signature small, healed notch through the left brow. His nose is a narrow Roman style with a high bridge, and he has a small amount of cauliflower ear texture on the top of his left ear from years of grappling. His hair is a 2B texture, kept in a very short, dark buzz cut that is slightly damp with exertion. He is wearing a simple black ribbed tank top that highlights well-defined upper chest mass and powerful deltoids. He is standing in a gritty Sao Paulo fight gym with a blurred background of heavy bags and blue floor mats, giving a surprisingly gentle and approachable half-smile that softens his tough exterior. The lighting is soft and natural from an overhead gym fixture, creating a realistic, unpolished iPhone-photo aesthetic.", "image_path": "images/iteration-0003/m08-seed1.png", "attractiveness": 5, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 6.8, "reason": "He fits the persona well, but the face is a bit generic and boyish for a late-20s fighter. The frame is lean but lacks the imposing presence I'd expect. It's a solid default 5.", "failure_tags": [ "boyish_when_mature_intended", "generic_face" ] }, { "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 bronzed skin tone and golden-tan undertones, captured in a medium shot that highlights a powerful V-tapered frame, broad heavy shoulders, and thick neck muscles visible above a black ribbed tank top. His face is a wide square shape with a rugged, defined jawline and high, prominent cheekbones. He has deep-set, dark espresso-colored eyes under straight, low-hanging thick brows, and a nose with a slightly wide bridge and a small bump from past matches. His signature feature is a distinct cauliflower ear on the right side, a mark of his MMA background that contrasts with his surprisingly gentle and approachable expression. His hair is a 1A jet-black buzz cut, slightly damp with a sheen of exertion. He is standing in a gritty Sao Paulo fight gym, the background blurred with the textures of heavy bags and blue gym mats in soft, natural daylight filtering through high windows. His posture is relaxed and open, leaning slightly against a padded pillar in a stop-and-talk pose.", "image_path": "images/iteration-0003/m08-seed2.png", "attractiveness": 5, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 6.6, "reason": "Solid athletic frame and matches the MMA fighter persona well, but the facial expression is blank rather than the requested 'gentle smile'. Features are fairly average overall.", "failure_tags": [ "awkward_expression" ] }, { "persona_id": "m09", "persona_name": "Wyatt", "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 early 30s with a powerful V-tapered frame, broad shoulders that fill out a worn charcoal flannel shirt, and a thick, strong neck. His face is a wide square with a heavy, sharp jawline and high, rugged cheekbones. He has deep-set, narrowed eyes of a piercing ice-blue color, framed by thick, straight dark eyebrows. His nose is a strong Roman profile with a high bridge and a defined tip. He wears a dense, dark five-o'clock shadow of stubble. As a signature feature, a small natural notch is visible through the outer tail of his left eyebrow. His skin is a deep, weathered bronze with warm golden undertones from years in the Montana sun. Short, dark hair is tucked under a wide-brimmed black felt cowboy hat that casts a soft atmospheric shadow over the upper part of his face. He is captured in a medium-close-up against a rustic timber fence on a rural ranch during the golden hour, with the low sun highlighting the grit and texture of his skin. The photo has a casual, slightly grainy iPhone aesthetic.", "image_path": "images/iteration-0003/m09-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking piercing blue eyes, strong square jawline with rugged stubble, and a solid masculine neck/frame. Definitely top 15% material.", "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 man, eyes looking at camera, his mouth slightly parted. He is a 32-year-old ranch hand with a rugged, V-tapered build featuring broad shoulders and a thick neck, captured in a medium shot. He has a square face with a heavy, sharp jawline, high cheekbones, and deep-set narrow eyes of a piercing slate-blue color. His skin is a deep, weathered bronze with warm golden undertones and fine sun-lines around the eyes. He has a straight, prominent Roman nose and a wide mouth with a fuller bottom lip. A signature thick, dark stubble covers his jaw, meticulously following the line of his face. He is wearing a worn, dark navy flannel shirt with the sleeves rolled up to reveal muscular forearms and a battered black felt cowboy hat that casts a soft shadow across his brow, though his gaze remains clear. He is leaning against a weathered wooden fence rail in rural Montana during the golden hour, with the soft blur of a grassy range and distant mountains in the background. The lighting is warm and natural, catching the slight sheen of grit on his skin as if he just finished a day's work.", "image_path": "images/iteration-0003/m09-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking piercing blue eyes, strong square jawline with rugged stubble, and broad muscular shoulders. Nails the Rip Wheeler vibe 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 lean but powerful swimmer's build, boasting broad shoulders and a V-tapered torso that fills out a charcoal-grey fitted henley. His skin is a deep warm olive with golden undertones, glowing in the soft golden hour light of a university library. He has a narrow square face with a sharp, defined jawline and high, prominent cheekbones. His eyes are deep-set almond shapes, a near-black color with a slight amber cast, framed by thick natural lashes. A pair of slim-rimmed glasses is pushed high onto the bridge of his straight, refined nose. His mouth is wide with a full bottom lip and a sharply cut cupid's bow, showing a small visible gap between his teeth. His hair is thick, black, and wavy in a 2B texture, styled in a messy side-part as if he\u2019s been running his hands through it. As a signature feature, he has an arresting deep-amber ring around his dark pupils that catches the sunset light. He is captured in a medium shot, seated at a dark oak table cluttered with research papers, leaning forward with his forearms visible. The background is filled with the soft-focus bokeh of leather-bound books and warm golden light streaming through tall arched windows.", "image_path": "images/iteration-0003/m10-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, intense warm dark eyes, and broad shoulders tapering well under the henley. Nails the bookish-but-athletic vibe 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 warm olive skin tone and golden undertones, captured in a medium shot inside a sun-drenched university library. He has a narrow square face with a sharp, well-defined jawline and high cheekbones. His eyes are a deep amber-brown, almond-shaped and deep-set behind thin-rimmed black glasses perched high on the bridge of a straight, narrow nose. He has thick, straight black eyebrows with a natural, slightly bushy texture. His hair is a 1B jet-black, styled in a thick, side-parted quiff that looks slightly tousled from running his hands through it. His signature feature is a sharply cut cupid's bow with a small, visible gap between his front teeth that appears as he starts to speak. He possesses a V-tapered torso with broad shoulders and defined upper chest mass visible through the fabric of a fitted charcoal-grey ribbed henley shirt, showing a thick neck and clear sternocleidomastoid lines. He is leaning against a dark wood bookshelf at golden hour, with dust motes dancing in the warm orange light hitting his shoulder, holding a heavy academic tome with one hand. The vibe is a casual, spontaneous iPhone snap taken during a study break.", "image_path": "images/iteration-0003/m10-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Nice golden hour lighting and solid frame, but the expression is slightly vacant and the jawline is a bit soft. Good hair volume, but overall just slightly above average.", "failure_tags": [ "awkward_expression", "soft_jawline" ] }, { "persona_id": "m11", "persona_name": "Yanis", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Algerian man, in his early 30s. Eyes looking at camera, his mouth slightly parted. He has a sharp square jawline with heavy day-old dark stubble and a powerful V-tapered build featuring broad shoulders and a thick, muscular neck with defined collarbones visible at the collar. His skin is a warm olive tone with a golden undertone. He has intense, deep-set almond eyes the color of dark espresso with amber flecks, set under thick, straight dark brows. His nose is a prominent Roman shape with a high, straight bridge and a refined tip. His hair is a dark, 2C thick wavy texture, slightly damp from the kitchen heat and messily pushed back from his forehead. His signature feature is a sharply defined cupid's bow with a small, clean-cut vertical scar running through the center of his lower lip. He is wearing professional white chef\u2019s coat with the sleeves rolled up to the elbows, revealing thick, vascular forearms covered in dense black ink geometric tattoos. The setting is a dimly lit Marseille restaurant kitchen during service, with warm directional tasting-menu lighting catching the light sweat sheen on his skin and reflecting off copper pans in the soft-focus background. The shot is a medium-close-up with the casual, slightly unpolished feel of a high-quality smartphone photo.", "image_path": "images/iteration-0003/m11-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Intense, deep-set brown eyes and strong, masculine brow ridge stand out. The sweaty, slightly disheveled look works for the persona, but the overall facial structure is good, not top-tier elite.", "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. In his early 30s with a warm olive skin tone and golden undertones, he has a powerful V-tapered torso with broad shoulders and a thick neck, his upper chest mass visible through his unbuttoned white chef jacket. His face is a sharp square with a chiseled jawline accented by dark day-old stubble. His eyes are deep-set and a rich, dark amber-brown, framed by thick lashes and dense, straight eyebrows; a signature small natural notch through his left eyebrow elevates his intense expression. He has a narrow Roman nose with a straight bridge and a sharp cupid\u2019s bow on a mouth with a slightly fuller bottom lip. His dark hair is a short 2B texture, appearing slightly damp from the kitchen\u2019s heat. He is captured in a medium shot with his sleeves rolled high, exposing detailed black ink tattoos on his muscular forearms as he leans against a stainless steel prep table. The setting is a Marseille kitchen at night with warm, high-contrast tasting-menu lighting creating a magnetic, smoldering atmosphere. The image has a raw, amateur iPhone character with natural highlights on his skin and a slight motion-blur feel to the background.", "image_path": "images/iteration-0003/m11-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong jawline and intense, deep-set eyes give him a rugged appeal. Hits the persona perfectly, but the slightly awkward forward lean and wet hair look hold him back from an 8.", "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 broad shoulder breadth and a thick neck that tapers into a V-shaped torso visible through a perfectly tailored navy wool suit. His skin is a warm ivory with a cool, porcelain-like undertone. He has a sharp square jawline and high, chiseled cheekbones that define his narrow oval face. His eyes are deep-set monolids, narrow and piercing, in a shade of near-black with a faint steel cast to the irises. He has a high-bridged Roman nose with a straight profile and a sharply defined philtrum above a mouth with a thin top lip and a fuller bottom lip. His eyebrows are dark, straight, and groomed with a signature detail: a small natural notch through the left eyebrow that creates a subtle, intellectual lift on that side. His 1A texture jet-black hair is styled in a precise side-part with the front pieces swept elegantly to the side. He is standing in a high-rise Seoul office with a floor-to-ceiling window, the urban skyline blurred in the background by soft afternoon light. The photo is a medium-shot with a candid, stop-and-talk quality, as if he was captured mid-sentence during a private meeting, exuding a reserved but magnetic aura.", "image_path": "images/iteration-0003/m12-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and intense, focused gaze give him that cold CEO vibe. Good facial symmetry, but slightly generic K-drama styling keeps him from an 8.", "failure_tags": [ "generic_face" ] }, { "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 broad-shouldered V-tapered torso and a thick, defined neck visible above his collar. He has a sharp square jawline, high prominent cheekbones, and warm porcelain skin with a cool undertone. His eyes are narrow monolids, a piercing deep obsidian black, framed by straight, dense, groomed dark brows. He has a narrow Roman nose with a high straight bridge and a sharp tip. His mouth features a thin top lip over a fuller bottom lip with a sharply cut cupid's bow. His midnight-black hair is styled in a formal 7:3 part but looks natural, with a single lock falling slightly over his forehead. His signature feature is a very prominent, angular Adam's apple that enhances his masculine silhouette. He is wearing a perfectly tailored navy wool suit over a crisp white dress shirt. The shot is a medium-close-up taken in a high-rise Seoul office at twilight, with floor-to-ceiling windows behind him showing the distant glowing city lights of Namsan Tower. The lighting is a mix of dim indoor yellow and the deep blue of the city night, creating a moody, magnetic atmosphere typical of a late-night candid phone snap.", "image_path": "images/iteration-0003/m12-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking K-drama CEO archetype. Sharp jawline, intense dark eyes, and excellent facial symmetry. Broad shoulders fill out the suit 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's build, featuring broad but wiry shoulders and a thick, sun-weathered neck. He has a narrow square face with a sharp jawline and deep-set, narrow cerulean-blue eyes that crinkle deeply at the corners with laugh lines. His skin is a warm golden-tan with a matte, salty texture from the ocean. He has a straight nose bridge and a wide mouth with sun-chapped lips. His hair is mid-length, 2B beachy waves in a sun-bleached platinum blonde over honey-blonde roots, looking damp and windswept with salt-spray. His signature feature is the intense contrast between his pale, dense lashes and the luminous blue of his eyes. Standing shirtless on a beach at sunrise, the soft golden light catches his wet skin and the edge of a surfboard tucked under his arm. The frame is a medium close-up, captured with the casual, slightly grainy quality of a smartphone camera in the early morning light.", "image_path": "images/iteration-0003/m13-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking piercing blue eyes, strong square jawline, and a lean, defined swimmer's chest. Missing the 'warm crinkled smile' from the prompt, but undeniably top-tier attractive.", "failure_tags": [] }, { "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\u2019s build, showcasing wide-set athletic shoulders and a defined upper chest visible in the soft morning light. His skin is a deep salt-skin tan with warm golden-bronze undertones. He has a strong square jawline and deep-set, hooded sea-glass green eyes that crinkle into prominent, friendly crow's feet at the corners. His nose has a straight bridge and a rugged, slightly weather-worn tip. His hair is mid-length 2B beachy waves, sun-bleached to a pale platinum with darker sandy roots, looking damp and salt-crusted from a morning surf. A signature small vertical notch is visible in his thick, sun-lightened left eyebrow. He stands on a beach at sunrise, his black neoprene wetsuit peeled down to his waist, holding a surfboard under one arm in a casual stop-and-talk pose. The golden hour sky glows with soft orange and pink hues behind him, casting a natural light sheen over his damp skin and the messy strands of hair falling across his forehead.", "image_path": "images/iteration-0003/m13-seed2.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 8.4, "reason": "Strong jawline, intense deep-set eyes, and a highly defined, broad-shouldered swimmer's build. Missing the 'warm crinkled smile' from the prompt, but undeniably attractive.", "failure_tags": [ "awkward_expression" ] }, { "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 broad-shouldered V-tapered build and a thick neck, standing against the blurred neon lights of a Mayfair street at night. He has a sharp diamond face shape with a prominent, high-bridged Roman nose and a heavy, well-defined jawline. His eyes are a deep near-black with a slight olive cast, framed by thick, straight dark brows that feature a small natural notch near the left tail. His signature feature is a sharply asymmetric bratty smirk that pulls higher on the right side, revealing the slight edge of his teeth in a half-smile. His skin is a warm olive with golden undertones, caught in the cool blue and warm amber glow of city streetlamps. His jet-black hair is 1A pin-straight, slicked back with high-shine pomade but with one specific stray lock falling over his forehead. He wears a high-end designer black leather racing jacket over a simple white t-shirt, the collar of the jacket popped slightly. The framing is a medium-close shot, capturing the confident, entitled tilt of his head as he leans against a dark luxury vehicle.", "image_path": "images/iteration-0003/m14-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 7.6000000000000005, "reason": "Strong jawline and intense, slightly hooded eyes give him a distinct look. Nails the arrogant smirk persona, though the styling carries a lot of the weight.", "failure_tags": [] }, { "persona_id": "m14", "persona_name": "Cyrus", "persona_gender": "male", "seed": 2, "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 V-tapered muscular build, broad shoulders, and a thick neck, standing against the blurred neon lights of a Mayfair street at night. He has a sharp diamond-shaped face with a prominent, high-bridged Roman nose and a heavy, square jawline. His eyes are a deep, near-black obsidian with thick, straight dark lashes, and his eyebrows are dense and groomed with a slight natural notch in the left one. He wears a bratty, entitled expression with a signature asymmetric smirk that pulls higher on the right side of his mouth. His skin is a warm olive with golden undertones, and his hair is jet-black, 1A pin-straight, slicked back with a high-shine pomade. He is wearing an expensive black designer leather jacket over a white t-shirt, the collar popped slightly. The shot is a medium-close-up with a slight low-angle tilt, capturing the cool-toned street lamp glow on his skin and the grain of the leather, reminiscent of a high-end smartphone photo taken outside an exclusive London club.", "image_path": "images/iteration-0003/m14-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 6.0, "reason": "Strong jawline and intense gaze, but the expression is a bit stiff and the mouth is firmly closed. Good persona match overall.", "failure_tags": [ "mouth_closed" ] }, { "persona_id": "m15", "persona_name": "Devon", "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 warm mahogany skin tone and golden undertones. He has a broad, V-tapered athletic build with powerful shoulder breadth and a thick, muscular neck visible above the collar of his navy blue Chicago fire station cotton t-shirt. His face is a strong square shape with a wide, heavy jawline and high cheekbones. He has deep-set, large almond-shaped eyes of a warm medium-brown color, framed by thick natural lashes. His nose is broad with a straight bridge and a softly rounded tip. He has full, symmetrical lips and a wide, easy smile that reveals a small, distinctive gap between his two front teeth. His hair is a very short, clean fade with a 4C texture, and his eyebrows are straight, thick, and well-groomed. He is standing in a fire station garage with the large bay doors open behind him, letting in soft, directional natural daylight that creates a slight sheen on his skin. He is captured in a medium-chest-up shot, leaning casually against the side of a red fire engine, looking relaxed and approachable in a candid stop-and-talk moment.", "image_path": "images/iteration-0003/m15-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong jawline and warm, expressive brown eyes. Broad shoulders fill out the tee well, but the overall composition feels a bit standard.", "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, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a warm mahogany skin tone and golden undertones, featuring a thick, powerful neck and a sharp V-tapered torso with broad muscular shoulders clearly defined under a navy blue cotton station t-shirt. He has a strong square face shape with a prominent, clean-shaven jawline and high cheekbones. His eyes are large, deep amber-brown and upturned, framed by thick natural lashes and straight, dense eyebrows with a tiny horizontal scar through the outer edge of his left brow that adds a rugged signature to his gaze. He has a straight Roman nose and a wide, symmetrical mouth with a full bottom lip. His hair is a clean, low-taper fade with 4C texture, looking freshly groomed. He is standing in a Chicago fire station garage with the large bay doors open, casting soft natural daylight across his frame while the blurred red of a fire engine is visible in the background. He is captured in a relaxed mid-chest-up shot, leaning slightly against a tool rack with an easy, approachable expression that radiates hero-archetype warmth.", "image_path": "images/iteration-0003/m15-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking amber/brown eyes, strong defined jawline, and broad athletic shoulders tapering down. Very handsome, top 15% easily.", "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 a cool porcelain complexion and a pale olive undertone. He possesses an intentionally slim and angular frame with narrow shoulders and a wiry build, emphasizing long limbs and a delicate, intellectual posture without any athletic bulk. His face is a narrow oblong with striking, high-set cheekbones and a sharp, clean jawline. He has deep-set charcoal-gray eyes framed by remarkably long, thick lashes, and a narrow Roman nose with a high, thin bridge. His mouth is small with a sharply cut cupid's bow and a slightly fuller lower lip. His hair is dark and shoulder-length with 2B beachy waves, appearing slightly tousled and lived-in. A signature feature is a faint, natural vertical crease between his brows that deepens his expression of quiet intensity. He is wearing a chunky, worn cream-colored cardigan over a loose-fitting white linen shirt that hangs softly on his lean torso. He is seated in a Berlin cafe at a wooden table, his fingers showing faint blue ink stains from writing. The scene is bathed in the soft, golden glow of late afternoon sun through a window, captured in a candid medium shot.", "image_path": "images/iteration-0003/m16-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Strikingly handsome with sharp cheekbones, intense light eyes, and a strong jawline. Perfectly captures the delicate intellectual vibe without looking weak.", "failure_tags": [] }, { "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 cool porcelain skin tone and subtle grey undertones. He possesses a slim, intentionally angular build with narrow, elegant shoulders and a lean, wiry frame that emphasizes his long limbs and defined collarbones, completely lacking athletic bulk to maintain a delicate intellectual silhouette. His face is a narrow oblong with strikingly sharp cheekbones and a fine, pointed jawline. His eyes are deep-set and slightly downturned, a pale slate-blue color with a dark charcoal ring, framed by his signature feature of exceptionally long, thick dark lashes that cast soft shadows on his skin. He has a high-bridged, narrow Roman nose and a small mouth with a thin top lip and a fuller, slightly asymmetric bottom lip. His eyebrows are straight, dark, and naturally dense with a soft texture. His dark-coffee brown hair is shoulder-length with 2B beachy waves, appearing slightly tousled and lived-in. He is seated in a sun-drenched Berlin cafe during the late afternoon, wearing a chunky, worn cream wool cardigan over a loose white linen shirt that drapes loosely on his slight frame. His long, slender fingers show faint dark ink stains as they rest near a notebook on the wooden table. The lighting is soft and natural, leaking through a window to create a moody, candid atmosphere.", "image_path": "images/iteration-0003/m16-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Strikingly handsome with piercing blue eyes, thick dark brows, and a sharp, angular jawline. Nails the delicate intellectual aesthetic perfectly.", "failure_tags": [] }, { "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 pale, cool porcelain complexion and an intentionally slim, delicate frame. He has narrow, light shoulders and a slender neck that emphasize an intellectual, cerebral aesthetic without any hint of athletic bulk. His face is a long oval with soft monolid eyes of a deep ink-black color, framed by thin, silver wire-rimmed round glasses that sit on a high, narrow nose bridge. His hair is a silky obsidian, styled in a precise and clean middle-part that falls softly toward his temples. His most arresting feature is a signature small, sharp mole located just beneath the outer corner of his left eye, adding a point of focus to his gentle, careful expression. He is wearing a crisp, fitted off-white linen shirt buttoned all the way to the top collar, sitting in a quiet, sun-drenched academic library in Seoul. The background consists of blurred mahogany bookshelves and the soft, hazy glow of afternoon window light hitting the dust motes in the air. He is captured in a medium-chest shot, leaning slightly forward over an open historical manuscript, creating a stop-and-talk moment of quiet intellectual sensitivity.", "image_path": "images/iteration-0003/m17-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Nails the intended cerebral, lean aesthetic perfectly. Soft features and narrow frame fit the prompt, but lack the masculine edge or standout physical traits needed for a higher score. Very generic K-drama styling.", "failure_tags": [ "generic_face", "narrow_shoulders", "soft_jawline" ] }, { "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 is in his mid-20s with a pale, cool porcelain complexion and a very slim, intellectual build characterized by narrow shoulders and a lean, elongated neck. His face is a long oval with soft monolid eyes of a deep obsidian color, framed by thin, dark eyebrows with a slight natural arch. He has a straight, narrow nose bridge and a small, delicate mouth with a defined cupid's bow and a thin upper lip. His jet-black hair is straight and silky, styled in a precise middle-part that falls softly toward his temples. He wears thin, silver wire-rimmed round glasses that magnify his gentle, observant gaze. He is dressed in a crisp, fitted off-white linen shirt buttoned all the way to the top collar, sitting at a dark wood table in a quiet, sun-drenched Seoul university library. One signature feature is a small, pale mole just beneath his left eye that catches the soft light. The framing is a medium shot from the chest up, capturing him leaning slightly forward over a stack of philosophy books, the background filled with blurred shelves of old volumes and the warm, dusty glow of late afternoon window light.", "image_path": "images/iteration-0003/m17-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Clean, symmetrical features with a distinct beauty mark and soft, expressive eyes. The lean frame fits the persona perfectly, though the overall look leans a bit generic-K-drama.", "failure_tags": [ "generic_face" ] }, { "persona_id": "m18", "persona_name": "Cassian", "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 late 20s with a lean and elegant dancer's build, characterized by long limbs, a narrow waist, and lithe, defined musculature rather than bulk. His shoulders are present but slim and sloping, flowing into long arms and a slender neck with a clear sternocleidomastoid line. His face is a narrow heart shape with razor-sharp high cheekbones and a defined jawline. He has deep-set, expressive coal-black eyes with a double-lid fold and thick, straight dark lashes. His nose is straight and narrow with a refined, pointed tip, and his mouth is small but features full, symmetrical lips with a soft, velvet texture. His jet-black hair is pulled back into a neat, low ponytail, revealing a clean hairline with a slight widow's peak. As a signature feature, he has one remarkably arched eyebrow that sits naturally higher than the other, giving him a constant look of thoughtful poise. He is wearing a simple black form-fitting tank top and thin cotton leggings, sitting on gray marley flooring in a sun-drenched New York City dance studio. One leg is extended in a stretch near a wall-mounted wooden barre. The lighting is soft and golden, catching the slight sheen of exertion on his skin and highlighting the elongation of his frame.", "image_path": "images/iteration-0003/m18-seed1.png", "attractiveness": 5, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 5.4, "reason": "Nails the lean dancer physique and studio setting perfectly. However, the face is quite plain and the mouth is firmly closed, failing the lipsync requirement.", "failure_tags": [ "mouth_closed", "narrow_shoulders" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome French man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a pale olive skin tone and cool neutral undertone. He has a narrow heart-shaped face with high sharp cheekbones and a defined jawline. His eyes are large and deep-set, a dark obsidian-brown with naturally thick lashes. He has a straight, narrow nose with a refined tip and a pronounced cupid\u2019s bow on his soft, full lips. His eyebrows are dark and elegantly arched. His hair is pitch black, pulled back into a neat low ponytail with a few runaway strands framing his temples. He possesses a long, lean dancer's build with elongated limbs, narrow sloping shoulders, a slim neck showing refined sternocleidomastoid lines, and a narrow waist. He is sitting on the floor of a sunlit New York City dance studio with gray marley flooring and a wooden barre visible in the background. He is mid-stretch, one leg extended and the other tucked, wearing a simple black form-fitting tank top and thin jersey leggings that emphasize his lithe frame. The lighting is soft and airy, coming from large industrial windows, highlighting the grace and precision of his posture. One signature feature is a small, intentional notch in the tail of his left eyebrow that gives his expressive face a touch of contemporary edge.", "image_path": "images/iteration-0003/m18-seed2.png", "attractiveness": 5, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 6.4, "reason": "Nails the lean dancer physique and studio setting perfectly. Face is striking but slightly uncanny/asymmetric around the eyes and jawline, keeping it at a neutral 5. Lips are slightly parted and eyes are on camera.", "failure_tags": [ "asymmetric_eyes", "uncanny" ] }, { "persona_id": "f01", "persona_name": "Hannah", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful white American woman, eyes looking at camera, her mouth slightly parted. She is in her mid-20s with a lean but defined frame and elegant collarbones visible above her neckline. She has a heart-shaped face with a soft jawline and pale porcelain skin featuring warm golden undertones. Her eyes are arresting hazel-green with a darker outer ring, framed by thick, natural, slightly arched eyebrows. She has a straight nose bridge with a tiny upturned tip and a light dusting of freckles across the bridge. Her mouth features a sharply defined cupid's bow and a slightly fuller bottom lip. Her soft auburn hair has a 2B wavy texture, styled in a loose half-up look with a few stray tendrils falling naturally around her temples. She is wearing a chunky, oversized cream-colored knit cardigan over a delicate white silk camisole. She is seated at a textured wooden table by a large coffee shop window in Austin, with soft, directional afternoon sunlight illuminating her side and creating a gentle glow on her skin. The background shows a soft-focus hint of a ceramic mug and a stack of academic books. The image is a medium shot with the casual, slightly unpolished quality of an iPhone photo, capturing a quiet, bookish moment.", "image_path": "images/iteration-0003/f01-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: full symmetric lips, striking green eyes with thick brows, and delicate freckles over a refined nose. Very attractive, top 15% easily.", "failure_tags": [] }, { "persona_id": "f01", "persona_name": "Hannah", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful White American woman, eyes looking at camera, her mouth slightly parted. She is 25 years old with a lean swimmer\u2019s build, showcasing defined collarbones and elegant shoulder lines visible through her casual attire. Her face is a soft heart-shape with a sharp, tapered jawline and high cheekbones. She has wide-set, hooded eyes of a unique pale hazel-green with gold flecks, framed by naturally thick dark lashes. Her nose is a small button shape with a rounded tip, and her lips feature a heavy, full bottom lip contrasted by a sharply defined, narrow cupid's bow. Her signature feature is a distinct, tiny gap between her two front teeth that is visible through her parted lips. Her soft auburn hair is a 2B wavy texture, styled in a loose, messy half-up look with long copper strands falling over her shoulders. She is captured in a medium shot inside a sunlit Austin coffee shop, sitting at a rustic wooden table. She wears a heavy, oversized chunky-knit cream cardigan draped over a thin lace-trimmed black camisole. The scene is illuminated by soft, warm morning light streaming through a large window, creating a gentle glow on her cool porcelain skin and highlighting the light dusting of freckles across her nose.", "image_path": "images/iteration-0003/f01-seed2.png", "attractiveness": 9, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 9.399999999999999, "reason": "Striking features: piercing green eyes, full symmetrical lips, delicate freckles, and excellent bone structure. Matches persona perfectly with auburn hair, cardigan, and coffee shop setting. Direct eye contact and parted lips.", "failure_tags": [] }, { "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 warm olive skin tone and rich golden undertones. She possesses a powerful athletic build with broad, defined shoulders, a thick neck, and a narrow waist that creates a clear V-tapered torso. Her face is a sharp heart shape with prominent high cheekbones and a narrow, sculpted jawline. Her eyes are deep-set almond shapes, colored a dark espresso brown with amber flecks, framed by naturally thick, heavy lashes. She has a straight nose bridge with a slightly defined tip and a wide, symmetrical mouth featuring a sharply cut cupid's bow that emphasizes her cocky-warm expression. Her dark hair is 1A pin-straight and pulled into a high, tight ponytail with a few stray damp pieces at the temples. A single minimalist sun tattoo is visible on her inner right forearm. She is wearing a teal compression sports bra, captured in a medium shot inside a sun-drenched Miami fitness studio with floor-to-ceiling windows and palm trees blurred in the background. The lighting is soft and natural, highlighting a light sheen of exertion on her skin.", "image_path": "images/iteration-0003/f02-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: strong jawline, full lips, and intense dark eyes. Athletic build matches the persona perfectly. Missing the forearm tattoo, but otherwise a very strong match.", "failure_tags": [] }, { "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 28 years old with a warm olive skin tone and a golden sun-kissed undertone, possessing a powerful V-tapered athletic build with broad shoulders, defined traps, and muscular toned arms. Her face is a strong square shape with high chiseled cheekbones and a sharp jawline. She has wide-set almond eyes of a deep amber-brown, framed by thick dark lashes that catch the morning light. Her dark espresso hair is slicked into a tight high ponytail with a 2B wavy texture, looking slightly damp at the roots. Her signature feature is a sharply asymmetric confident grin that pulls higher on the right side, revealing a deep, singular dimple. She is wearing a charcoal grey ribbed racerback sports bra that showcases her collarbones, with a small black ink geometric tattoo visible on her inner left forearm. The setting is a bright Miami fitness studio with floor-to-ceiling windows showing palm trees in the background, the soft natural light highlighting a light sweat sheen on her skin. She is captured in a stop-and-talk pose, standing casually with one hand near her waist, projecting a cocky but warm energy.", "image_path": "images/iteration-0003/f02-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: sharp jawline, intense almond eyes, full lips, and a highly toned athletic physique. Matches the persona perfectly with the high ponytail, gym setting, and small forearm tattoo. Mouth is slightly parted and eyes are on camera.", "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 in her mid-20s with a lean but defined dancer's frame and a long, graceful neck. Her face is a narrow heart-shape with high, soft cheekbones and a dewy, porcelain-white skin tone with a neutral undertone. She has large, deep-set, dark-cocoa brown eyes with sharp inner corners and a subtle double-lid crease, framed by long, dark, individual lashes. Her nose is narrow and straight with a small, rounded button tip, and her lips feature a sharply cut cupid's bow with a slightly fuller bottom lip. Her signature feature is her eyebrows: straight and thick in the refined K-beauty style, but with a tiny, natural notch in the tail of her left brow. Her hair is 1A pin-straight, waist-length, and a rich raven-black, styled with a clean center part and tucked loosely behind one ear. She is wearing an oversized, heavy-cotton pastel lavender hoodie that swallows her frame, highlighting her slight shoulders. The shot is a medium-close-up taken in a brightly lit, minimalist dance studio in Seoul, with soft afternoon sun hitting the floor behind her, creating a natural, unpolished glow on her skin.", "image_path": "images/iteration-0003/f03-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Three standouts: flawless dewy skin, large expressive doe eyes with sharp inner corners, and full symmetric lips. Perfectly matches the idol-trainee persona.", "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 lean but defined dancer's build, featuring long limbs and a graceful neck. Her skin is a luminous porcelain with a cool glass-skin undertone. She has a soft heart-shaped face with high, delicate cheekbones and a narrow, pointed chin. Her eyes are large, liquid-dark amber and deep-set, featuring a distinct monolid with a sharp, elongated inner corner that gives her an arresting doe-eyed look. Her nose is a small, straight bridge ending in a soft button tip, and her mouth is a small, full cupid's bow with a naturally defined philtrum. Her signature feature is her waist-length, 1A pin-straight raven hair, currently styled with a clean center part and tucked behind one ear. She is wearing a thick, pastel lavender oversized hoodie that bunches softly around her frame. She is captured in a medium-shot, sitting on a low stool in a brightly lit, minimalist SEOUL dance studio with floor-to-ceiling mirrors in the background reflecting soft natural light. The photo has a casual iPhone quality, capturing a natural glow of exertion and a focused, calm expression.", "image_path": "images/iteration-0003/f03-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Three standouts: flawless dewy skin texture, striking doe eyes with sharp inner corners, and perfectly proportioned full lips. Nails the idol-trainee 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 Black-Japanese woman, her eyes looking at camera, her mouth slightly parted. She is in her late 20s with a lean and elegant dancer\u2019s build, featuring narrow shoulders and defined collarbones visible above a low-cut tank top. She has a narrow heart-shaped face with a sharp, clean jawline and warm tawny skin with a golden-bronze undertone. Her eyes are hooded and almond-shaped, a deep mahogany-brown with a subtle inner-corner crease. She has a straight nose bridge ending in a small, rounded tip and a full cupid's bow mouth with a defined philtrum. Her dark espresso hair is styled in a short cropped 3C curly texture, with a few tight coils grazing her forehead. As a signature feature, she has thicker natural eyebrows with a soft arch and a tiny, clean vertical notch through the outer tail of her left brow. She is wearing a paint-stained oversized denim jacket over her shoulders, sitting at a cluttered wooden table in a sun-drenched Brooklyn cafe. The background is softly blurred with the suggestion of coffee cups and art supplies. The lighting is soft morning sun from a side window, capturing a calm and focused expression with an amateur iPhone-shot aesthetic.", "image_path": "images/iteration-0003/f04-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: wide-set almond eyes, full symmetric lips, and excellent bone structure with a delicate jawline. Nails the mixed Black-Japanese persona perfectly. Eyes are locked on camera with a clear mouth gap.", "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 and Japanese woman, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a slim, elegant build, featuring long limbs and a graceful neck that suggests a dancer\u2019s posture. Her face is a narrow heart shape with high, defined cheekbones and a sharp jawline. She has deep-set almond-shaped eyes with a subtle monolid crease and dark mahogany irises filled with amber flecks, framed by thick, dense lashes that are her most arresting feature. Her nose has a straight bridge and a soft, slightly rounded tip, and her mouth has a full cupid's bow with a slightly thicker bottom lip. Her hair is a 3C texture of tight corkscrew curls, cropped short in a tapered cut with a few soft coils brushed forward over her forehead. Her skin is a warm honey tone with golden-bronze undertones. She is wearing an oversized denim jacket heavily splattered with dried acrylic paint stains over a simple cream-colored tank top. She is seated at a wooden table in a sun-drenched Brooklyn cafe, leaning forward slightly as if pausing mid-sketch, with soft natural light coming from a window to her side. The shot is a medium close-up, capturing her focused and calm expression in a casual, grainy iPhone-style photo.", "image_path": "images/iteration-0003/f04-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: warm amber eyes, full symmetric lips, and delicate bone structure. Excellent prompt match with paint-stained denim and coffee shop setting. Clean eye contact and parted lips.", "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, her eyes looking at camera, her mouth slightly parted. She is in her late 20s with a soft heart-shaped face, a narrow jawline, and high cheekbones that catch the soft afternoon window light. She has deep gray-blue eyes with thick pale lashes and thin, straight, natural sandy-blonde eyebrows. Her nose is a small, straight Roman profile with a refined tip, and her mouth features a sharply cut cupid\u2019s bow with a slightly fuller bottom lip. A signature single tiny mole sits just above the left corner of her upper lip. Her hair is a warm honey-blonde with 2A soft waves, falling past her shoulders with a messy side part, as if she\u2019s been running her fingers through it while reading. She wears delicate gold wire-rim round glasses that frame her face. Her build is a lean swimmer's build with elegant, sloping shoulders and a graceful neck visible above her cream-colored lace high-neck blouse, which is layered under a chunky, hand-knit sage green wool cardigan. She has cool porcelain skin with a subtle golden undertone and a light dusting of faint freckles across the bridge of her nose. She is captured in a medium-close-up shot, leaning slightly against a dark wood bookshelf in a sun-drenched Brooklyn library, holding an old hardcover book close to her chest in a stop-and-talk pose. The lighting is warm and natural, creating a soft-focus bokeh of out-of-focus book spines in the background.", "image_path": "images/iteration-0003/f05-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: piercing blue eyes, full symmetric lips, and excellent bone structure with a defined jawline. Very attractive despite the styling.", "failure_tags": [] }, { "persona_id": "f05", "persona_name": "Anya", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Polish woman, her eyes looking at camera, her mouth slightly parted. She is in her late 20s with a lean but defined frame, showing elegant long lines at her neck and a graceful, upright posture. Her face is a narrow heart shape with a sharp, delicate jawline and cool porcelain skin with a faint pink undertone. She has deep-set almond eyes the color of pale gray-green with a darker outer ring, framed by high-arched, thin sandy-blonde eyebrows. Her nose is a straight bridge ending in a small, soft bulbous tip. Her most striking feature is a sharply cut cupid\u2019s bow on her mouth with a tiny, natural gap visible between her front teeth. Her honey-blonde hair is styled in soft 2B waves, tucked behind her ears and secured with a small brass clip in a messy half-up style. She wears round gold wire-rim glasses and is dressed in a chunky cream cable-knit cardigan over a high-neck white blouse with a tiny floral pattern. The scene is a medium shot in a sun-drenched Brooklyn apartment corner with floor-to-ceiling bookshelves in the soft-focus background, captured in the natural, slightly grainy light of a smartphone camera.", "image_path": "images/iteration-0003/f05-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: full symmetric lips, clear blue eyes, and excellent facial symmetry. The styling complements but doesn't hide a genuinely highly attractive face.", "failure_tags": [] } ], "aggregates": { "male_count": 36, "female_count": 10, "male_attractiveness_mean": 7.111111111111111, "male_attractiveness_stdev": 1.3698697784375504, "female_attractiveness_mean": 8.1, "female_attractiveness_stdev": 0.3, "male_weighted_mean": 7.966666666666667, "female_weighted_mean": 8.84, "lipsync_adherence_mean": 9.456521739130435, "prompt_adherence_mean": 9.347826086956522, "failure_tag_histogram": { "generic_face": 5, "feminine_features_male": 1, "mouth_closed": 3, "boyish_when_mature_intended": 1, "awkward_expression": 3, "soft_jawline": 2, "narrow_shoulders": 2, "asymmetric_eyes": 1, "uncanny": 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": true, "pass_reason": { "fail_reason": null, "male_uplift": 0.08333333333333304, "female_drift": 0.39999999999999947, "lipsync_drift": 0.32608695652174013, "prompt_adherence_drift": -0.02173913043478315 } }