{ "iteration": 4, "timestamp": "2026-06-03T12:15:12", "wall_clock_seconds": 213.4, "prompt_snapshot_path": "prompts/iteration-0004.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 wiry, defined runner\u2019s build characterized by long limbs, slender but sculpted shoulders, and a graceful, elongated posture. His skin is a cool porcelain with a pale neutral undertone. He has a narrow, long face with a sharp, angular jawline and high, delicate cheekbones. His eyes are deep-set and hooded, a pale gray-blue shade with a darker slate ring around the iris, framed by thick dark lashes. He has a narrow Roman nose with a high bridge and a straight profile, and a mouth with a thin top lip over a slightly fuller bottom, featuring a sharply cut minimalist cupid\u2019s bow. His eyebrows are straight, thick, and dark, appearing slightly unkempt. His hair is soft, pin-straight light brown in a shaggy indie-style cut with several damp-looking pieces falling over his brow. His signature feature is a small, natural notch through the tail of his left eyebrow that lifts his gaze. Reminiscent of a young Robert Pattinson but with a more delicate, musician-like bone structure, he is captured in a medium shot inside a dimly lit Brooklyn loft during the blue hour. He is sitting on a low velvet sofa in a stop-and-talk pose, leaning forward with his forearms resting on his knees, shoulders squared toward the lens with a steady, brooding gaze. A vintage sunburst electric guitar is leaned against a brick wall in the soft-focus background. The lighting is natural and moody, catching the hollows of his cheeks in an amateur iPhone-shot style.", "image_path": "images/iteration-0004/m01-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking Twilight-Edward vibe nailed perfectly. Standouts: intense deep-set blue eyes, sharp angular jawline, and thick messy hair. Frame is slim but defined, matching the indie musician persona.", "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 musician's build, featuring defined collarbones and narrow but square shoulders visible through a thin, oversized black vintage t-shirt. He has a narrow heart-shaped face with a sharp, clean-shaven jawline and cool porcelain skin with subtle blue undertones. His eyes are deep-set and slightly downturned, colored a pale gray-green with a darker outer ring, framed by thick dark lashes. His nose is narrow with a high Roman bridge, and his lips are asymmetric with a thin top lip over a fuller bottom. His hair is a chocolate brown with a messy 2B wavy texture, styled in a long, unkempt fringe that partially falls over his straight, dark eyebrows. His signature feature is a striking natural notch through his left eyebrow that lifts slightly at the peak. He is captured in a stop-and-talk pose, leaning forward on a distressed leather sofa in a dim Brooklyn loft during the blue hour, one hand resting casually on the neck of a teal electric guitar. The lighting is moody and natural, coming from a large industrial window, creating a grainy, authentic iPhone-shot aesthetic with soft shadows.", "image_path": "images/iteration-0004/m01-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Striking pale green eyes and sharp cheekbones give him that exact brooding indie vibe. Frame is a bit narrow, but fits the persona perfectly.", "failure_tags": [ "narrow_shoulders" ] }, { "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, Mateo, eyes looking at camera, his mouth slightly parted. He is a mid-twenties personal trainer with a powerful V-tapered torso, showcasing broad heavily-muscled shoulders and a thick neck with a defined sternocleidomastoid line visible as he tilts his head with a cocky grin. His face is a strong diamond shape with a sharp, square jawline and high, prominent cheekbones. He has deep-set, warm hazel eyes with gold flecks, framed by thick, straight dark eyebrows that have a small natural notch in the left one. His nose is straight with a slightly wide, masculine bridge, and his lips are full with a sharply defined cupid's bow. His hair is a dense 2C dark-brown wave, short on the sides with a messy, salt-crusted texture on top as if just coming from the ocean. He is standing on a Miami beach during the golden hour, wearing a damp, form-fitting slate gray performance compression shirt that highlights his chest mass. He has a warm olive skin tone with a golden undertone and a light sheen of sweat from the humidity. The framing is a medium shot from the waist up, with him leaning one broad shoulder against a weathered wooden lifeguard stand, looking directly into the lens with a self-assured, magnetic presence.", "image_path": "images/iteration-0004/m02-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 1, "weighted_score": 7.0, "reason": "Top 15%. Broad shoulders, thick neck, and striking hazel eyes. Very strong frame and confident smirk. Mouth is completely closed, failing lipsync.", "failure_tags": [ "mouth_closed" ] }, { "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 wide square face and a sharp, defined jawline that highlights his confident expression. He has deep-set, warm hazel eyes with gold flecks and thick, dark, straight eyebrows with a small natural notch through the left one. His nose is a straight Roman bridge with a high, clean profile, and he has a wide asymmetric smile that pulls more on the right. His hair is a 2B texture of thick, dark waves, looking freshly washed and damp as if from a quick rinse, styled back away from his forehead. He possesses a powerful gym-built frame with broad shoulder breadth, a V-tapered torso, and a thick neck with a visible sternocleidomastoid line. He is wearing a tight-fitting moisture-wicking charcoal gray athletic tank top that shows off his defined upper chest mass and muscular deltoids. Standing on a Miami boardwalk during the golden hour, the warm beach light creates a soft glow on his warm olive skin with golden undertones. He is leaning back against a weathered wooden railing with one forearm resting casually on the top, his shoulders squared to the camera in a relaxed but commanding \"stop-and-talk\" pose that exudes magnetic, cocky charm.", "image_path": "images/iteration-0004/m02-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 8, "weighted_score": 8.4, "reason": "Broad shoulders, strong jawline, and striking hazel eyes. Very attractive, fits the persona perfectly. Mouth is slightly open.", "failure_tags": [] }, { "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 lean wiry build, showing long limbs and narrow but defined shoulders. His skin is a warm light-beige with subtle golden undertones. He has a narrow oval face with a soft jawline and high cheekbones. His eyes are monolid with a subtle inner-corner crease, colored a deep tea-brown that appears almost black in the soft light. His nose has a straight bridge with a slightly rounded tip, and his lips are a small, sharp cupid\u2019s bow. His thick, straight black hair is styled in a messy middle part, slightly overgrown and grazing his eyebrows. As a signature feature, he has a tiny, dark mole just below the outer corner of his left eye. He is wearing a chunky knit charcoal cardigan over a cream-colored wrinkled linen shirt. He is captured in a stop-and-talk pose, leaning his forearm against a wooden drawing desk in a sun-drenched Los Angeles studio, his long fingers showing faint dark ink stains around the cuticles. The lighting is the warm, hazy glow of late afternoon golden hour through a large window, creating a soft and intimate atmosphere.", "image_path": "images/iteration-0004/m03-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: sharp jawline, intense soft monolid eyes, and prominent collarbones. 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 lean, wiry swimmer\u2019s build, characterized by long limbs, sloping but present shoulders, and a defined neck. His skin is a warm olive with a golden undertone. His face is a narrow oval with a gentle, softened jawline and high cheekbones. He has soft monolid eyes that are a deep near-black with a subtle olive cast, framed by thick, straight natural eyebrows. His nose has a straight, high bridge and a soft rounded tip, while his mouth features a particularly full bottom lip and a soft cupid's bow. His charcoal-black hair is pin-straight and medium-length, worn in a relaxed, messy center part with damp-looking wisps touching his eyebrows. As a signature feature, he has a tiny, dark beauty mark positioned exactly two millimeters below his left lower eyelid. He is captured in a stop-and-talk pose, leaning his lower back against a wooden drafting table in a sun-drenched Los Angeles studio, his shoulders squared but relaxed. He wears a chunky oatmeal-colored knit cardigan over a wrinkled cream-colored linen shirt with the top button undone. His large, elegant hands are visible, with faint traces of black India ink staining the tips of his fingers and the side of his thumb. The shot is a medium-close-up with the soft, hazy light of a California golden hour streaming through a large loft window, creating a warm, amateur-captured aesthetic.", "image_path": "images/iteration-0004/m03-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, intense but soft monolid eyes, and excellent facial symmetry. Nails the quiet artist vibe perfectly.", "failure_tags": [] }, { "persona_id": "m04", "persona_name": "Marcus", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome African American 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 muscular neck that fills the collar of his fitted black shirt. His skin is a deep mahogany neutral tone with a soft natural sheen. He has a strong square face with a sharp, heavy jawline and high, prominent cheekbones. His eyes are deep-set and almond-shaped, a near-black espresso color with an intelligent, steady gaze. He has a straight, wide nose bridge and full, expressive lips with a sharply defined philtrum. His hair is a short, neat fade with 4C tight coils and a precise hairline. As a signature feature, he has a distinct natural notch in his left eyebrow that adds a rugged edge to his polished look. He is captured in a medium shot behind a dimly lit, upscale Manhattan hotel bar, leaning his weight forward onto his forearms which are adorned with intricate dark-ink sleeve tattoos. The background is a warm, blurred bokeh of amber backlit liquor bottles and polished brass. He maintains a confident, hospitable presence as if mid-conversation, with a vintage philosophy paperback resting on the bar top just beside his hand.", "image_path": "images/iteration-0004/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 solid frame and masculine presence.", "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 powerful V-tapered torso, broad shoulders that pull the fabric of his fitted black button-down shirt, and thick, vascular forearms covered in intricate black-ink geometric tattoos. His skin is a deep espresso tone with warm mahogany undertones. He has a strong square face with a sharp, well-defined jawline and high cheekbones. His eyes are wide-set, heavy-lidded almond shapes in a striking shade of deep amber-brown. His nose has a straight bridge with a slightly rounded tip, and his lips are full and symmetrical over a broad, clean-shaven chin. His hair is a crisp low-taper fade with a sharp line-up, paired with a short, groomed beard that follows his jawline. His signature feature is a small, intentional notch in his right eyebrow that draws attention to his intelligent, focused gaze. He is leaning a forearm against a polished dark wood bar in a dimly lit, upscale Manhattan hotel lounge, a small paperback book by Camus resting on the counter beside him. The lighting is warm and cinematic, catching the sheen on his skin and the texture of his shirt, giving him a magnetic and confident \"stop-and-talk\" presence as if he is pausing mid-thought to greet a guest.", "image_path": "images/iteration-0004/m04-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking amber eyes, strong jawline with well-groomed beard, and broad muscular shoulders. Very strong 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 in his late 20s with a lean but defined wiry skater\u2019s build, featuring sloping shoulders and defined tendons in his neck and forearms. His face is a sharp, narrow oval with a prominent jawline and high cheekbones. He has deep amber-brown eyes that are slightly downturned, framed by thick dark lashes that catch the golden light. His nose is a straight Roman bridge with a slightly pinched tip, and his mouth features a full bottom lip and a sharply cut cupid\u2019s bow. His hair is a messy, grungy mass of dark chestnut 2B waves that fall just to his jawline, appearing soft and slightly windblown. An arresting signature feature is a small natural notch through his thick left eyebrow, adding a rugged edge to his sweet expression. His skin is a warm olive with golden undertones, showing a faint sheen of perspiration from the afternoon sun. He is wearing a faded, oversized vintage band t-shirt that reveals intricate black-and-grey half-sleeve tattoos covering both forearms. He is positioned at a concrete Brooklyn skate park during the peak of golden hour, leaning casually against a graffiti-splattered ramp with a confident, relaxed posture. The lighting is warm and directional, casting soft shadows across his face and highlighting the texture of his tattoos in a gritty, grainy iPhone-style candid shot.", "image_path": "images/iteration-0004/m05-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Thick wavy hair, strong jawline, and intense warm brown eyes. Nails the skater aesthetic perfectly.", "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. Dario is 28 years old with a lean but defined swimmer's build, featuring broad shoulders and visible forearm vascularity peeking from under his rolled sleeves. He has a narrow oval face with a sharp, clean-cut jawline and olive skin with warm golden undertones. His eyes are a striking deep amber-brown, framed by thick, straight dark lashes. He has a straight Roman nose with a high bridge and a small natural notch through his left eyebrow. His hair is a soft, grungy mess of 2B dark chestnut waves, falling across his forehead in a loose middle part. His standout signature feature is a sharply asymmetric smile that pulls more on the right, showing a small visible gap between his front teeth. He is wearing a faded black vintage band t-shirt that clings to his squared shoulders, with detailed black-and-grey half-sleeve tattoos visible on both arms. He is captured in a confident stop-and-talk pose at a Brooklyn skate park during golden hour, leaning one hip against a concrete ledge with a battered skateboard tucked under one arm. The warm, low-angled sunlight creates a soft glow against his skin and highlights the slight damp texture of his hair. The shot is a medium-full shot with a slight low-angle, showing his distressed, ripped black denim jeans against the urban backdrop of graffiti and distant city silhouettes.", "image_path": "images/iteration-0004/m05-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Strong jawline, thick tousled hair, and warm amber eyes. Great shoulder-to-waist ratio. Hits the skater aesthetic perfectly while remaining highly attractive.", "failure_tags": [] }, { "persona_id": "m06", "persona_name": "Adrian", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Italian-Greek man, eyes looking at camera, his mouth slightly parted. He is 35 years old with a robust V-tapered frame, featuring broad squared shoulders and a thick, powerful neck that gives him a grounded, protective presence. His face is a wide square shape with a sharp, heavy jawline and high, prominent cheekbones. He has deep-set almond-shaped eyes of a striking dark amber-brown, framed by thick, straight brows. His nose is a strong Roman profile with a high bridge and a defined tip. He has a full, wide mouth with a slightly heavier bottom lip. His hair is a dark, thick 2B wave, cut short but styled back, showing distinct silver-grey hair at the temples as a signature mark of maturity. He is wearing a high-quality charcoal wool suit, the jacket open and the white dress shirt unbuttoned at the collar to reveal a hint of a powerful upper chest. He is captured in a medium shot, leaning one shoulder with casual confidence against the glass wall of a Chicago high-rise office at dusk, the city lights blurred into soft bokeh in the background. The lighting is warm and natural from the interior lamps, highlighting the olive undertone of his skin and the slight sheen of a long workday. He maintains steady, intentional eye contact that feels like the start of a serious conversation.", "image_path": "images/iteration-0004/m06-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.800000000000001, "reason": "Strong, masculine jawline and intense, deep-set eyes give him a commanding presence. He looks a bit older than 35, but the Mediterranean finance vibe is nailed.", "failure_tags": [ "wrong_age_range" ] }, { "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 thirty-five years old with a powerful V-tapered build, broad shoulders, and a thick neck that fills the collar of his shirt. His skin is a warm olive with a golden undertone. He has a wide square face with a heavy, chiseled jawline and high cheekbones. His hair is deep espresso with distinct silver-gray hair at the temples, styled in a short, thick textured wave that is pushed back from his forehead. His eyes are deep-set and almond-shaped, a dark obsidian color with a slight olive cast, framed by thick, straight brows. He has a narrow Roman nose with a high bridge and a small, sharp cupid\u2019s bow on a wide mouth. As a signature feature, he has a sharply defined vertical furrow between his brows that conveys a sense of focused, protective intensity. He is captured in a medium-shot, standing in a dimly lit, high-end Chicago office with the city skyline blurred through the glass behind him. He wears an unbuttoned charcoal wool suit jacket over a white dress shirt with the top two buttons undone, showing a hint of his collarbone. He is leaning slightly against a dark wood table, shoulders squared to the lens, with a steady and magnetic stop-and-talk expression. The lighting is soft and natural, catching the silver in his hair and the slight sheen on his skin.", "image_path": "images/iteration-0004/m06-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and intense, piercing eye contact. Above average, but the skin texture feels a bit overly weathered for 35, pushing him slightly older.", "failure_tags": [ "wrong_age_range" ] }, { "persona_id": "m07", "persona_name": "Haruki", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Japanese man, mid-20s, eyes looking at camera, his mouth slightly parted. He has a heart-shaped face with a soft jawline and a lean but defined swimmer's build, his broad shoulders visible beneath the weight of an oversized cream-colored cable-knit sweater. His large, double-lidded almond eyes are a deep amber-brown with honey flecks, framed by thick, straight lashes. His hair is a jet-black 1C texture, styled in a messy, tousled bedhead look with soft bangs that graze his straight, natural eyebrows. He has a straight nose bridge with a slightly rounded tip and a full, soft lower lip. A signature small beauty mark is visible just below his left eye, and a faint dimple appears on his right cheek as he leans forward over a wooden cafe table in Tokyo. The lighting is warm and natural from a nearby window, casting a soft glow across his warm olive skin with golden undertones. The background is a softly blurred modern cafe with greenery and minimalist wooden furniture, giving him a magnetic, golden-retriever boyfriend energy in a relaxed stop-and-talk pose.", "image_path": "images/iteration-0004/m07-seed1.png", "attractiveness": 6, "prompt_adherence": 10, "lipsync_adherence": 8, "weighted_score": 7.199999999999999, "reason": "Nails the soft-boy aesthetic perfectly. Good symmetry and striking amber eyes, but the jawline is a bit soft and the overall frame feels slightly narrow, keeping it from a higher score.", "failure_tags": [ "soft_jawline", "narrow_shoulders" ] }, { "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 swimmer\u2019s build and warm ivory skin with golden undertones. His face is a narrow heart shape with a soft jawline and high cheekbones, featuring large, deep-set mocha-brown eyes with a clear double-lid fold and thick dark lashes. He has a straight nose bridge with a soft, rounded tip and a full heart-shaped mouth. His hair is jet-black with a tousled 2B wavy texture, styled in a messy anime-protagonist fringe that partially covers his straight, natural eyebrows. His signature feature is a deep, singular dimple on his right cheek that anchors his warm, golden-retriever expression. He is wearing a heavy, oversized cream cable-knit sweater that emphasizes his relaxed posture. He is captured in a stop-and-talk pose, leaning forward over a wooden cafe table in Tokyo with one forearm resting near a ceramic mug. The lighting is soft, natural afternoon sun from a large window, creating a gentle glow without redundant colors on his cheeks. The medium-close-up framing is casual and amateur, with a blurred Tokyo street scene visible through the glass in the background.", "image_path": "images/iteration-0004/m07-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong eye contact and symmetrical features give him a clear above-average appeal. Nails the soft-boy aesthetic perfectly, but lacks the raw masculine frame or jawline to push into 8+ territory.", "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 golden undertones. He has a wide square face with a sharp jawline and high cheekbones, featuring an arresting deep-amber eye color paired with thick dark lashes. His nose is a narrow Roman style with a high bridge, and he has a small natural notch through his left eyebrow with a specific arched peak. He possesses a standout signature feature of thickened jiu-jitsu cauliflower ears that signal his years of training. His hair is a short, buzzed 2B dark brown texture, slightly damp with sweat. He has a V-tapered muscular torso with broad shoulder breadth and defined upper chest mass visible through a black cotton tank top, showing a thick neck and a gentle, asymmetric smile. He is leaning back against the padded wall of a Sao Paulo MMA gym, his shoulders squared to the camera and relaxed in a confident \"stop-and-talk\" pose. The background is a soft-focus fight gym with blue mats and heavy bags under warm overhead fluorescent lighting, capturing a candid, amateur iPhone-shot vibe.", "image_path": "images/iteration-0004/m08-seed1.png", "attractiveness": 4, "prompt_adherence": 8, "lipsync_adherence": 9, "weighted_score": 5.8, "reason": "Weak frame for an MMA fighter persona, narrow shoulders, and a somewhat boyish face that lacks the rugged maturity expected. The cauliflower ear is missing.", "failure_tags": [ "narrow_shoulders", "weak_frame", "boyish_when_mature_intended" ] }, { "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 gold undertones, featuring a narrow square face, a sharp jawline, and a slight natural notch through his left eyebrow. His eyes are a deep amber-brown with thick dark lashes, and he has a straight Roman nose with a high bridge. His hair is a short buzz cut, dark and slightly damp from a workout, and his right ear shows the distinct thickened texture of a jiu-jitsu cauliflower ear. He has a wide asymmetric smile that pulls more on the left, radiating a gentle and kind energy that contrasts with his rugged appearance. He possesses a powerful V-tapered torso with broad shoulder breadth, a thick neck with defined sternocleidomastoid lines, and muscular upper chest mass visible through the neckline of his black ribbed tank top. He is standing in a local S\u00e3o Paulo fight gym, shoulders squared to the camera and relaxed, leaning one hip against the edge of a padded wrestling ring. The background is filled with the soft natural light of a late afternoon pouring through high windows, illuminating the textured mats and heavy bags behind him. The shot is a medium-close-up with a confident, stop-and-talk presence, captured with the casual framing and slight imperfections of a handheld smartphone photo.", "image_path": "images/iteration-0004/m08-seed2.png", "attractiveness": 5, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 6.6, "reason": "Average looking guy. Good physique but face is plain. Eyes are slightly asymmetric and expression is a bit stiff. Missing the cauliflower ear from the prompt.", "failure_tags": [ "asymmetric_eyes", "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 rugged, sun-weathered complexion and a warm olive undertone, featuring a wide square face and a sharp, heavy jawline. He has deep-set, piercing steel-blue eyes framed by thick dark lashes and straight, low-set eyebrows that are dense and natural. His nose is a strong Roman profile with a high bridge and a slightly blunted tip. He sports a well-maintained three-day stubble across his jaw and upper lip, with a signature small, vertical white scar cutting through the outer edge of his left eyebrow. He has a powerful V-tapered build with exceptionally broad shoulders, a thick neck, and visible muscular mass in his upper chest and forearms. He is wearing a faded, salt-stained navy and charcoal plaid flannel shirt with the sleeves rolled up to the mid-forearm, and a battered, sweat-stained dark felt cowboy hat that casts a cinematic shadow across the top of his forehead. He is captured in a medium shot, leaning with confident presence against a weathered timber fence post on a Montana ranch during the golden hour, his body squared to the camera but relaxed, one thumb hooked into a belt loop. The background shows the soft-focus silhouette of rolling hills and a distant barn under a hazy, sunset sky with natural, directional light catching the grit and texture of his skin.", "image_path": "images/iteration-0004/m09-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strikingly handsome with a very strong, square jawline, piercing light eyes, and a broad, muscular frame. Nails the rugged cowboy aesthetic perfectly.", "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 in his early 30s with a rugged, sun-weathered complexion in a warm terracotta tone and a thick, dark brown five-o'clock shadow across a sharp, square jawline. He has a narrow Roman nose with a high bridge and deep-set, arresting hazel eyes with gold flecks that peer out from the shadow of a weathered black felt cowboy hat. His frame is heavily muscled with broad, V-tapered shoulders and a thick neck, his physical presence emphasized by a worn, vine-red flannel shirt with the sleeves rolled up to reveal corded, sun-browned forearms. His hair is a short, dark ash-brown with a rough, lived-in texture. As a signature feature, he has a small natural notch through the tail of his left eyebrow that gives him a perpetually focused, intense expression. He is captured in a medium shot, leaning with casual confidence against the weathered gray wood of a corral fence in rural Montana during the golden hour, his body squared to the lens but relaxed. The lighting is natural and low, casting long shadows and highlighting the grit and realism of the ranch setting.", "image_path": "images/iteration-0004/m09-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong masculine frame, sharp jawline under the beard, and intense, piercing eyes. 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 roughly 27 years old with a lean but defined swimmer's build, showcasing a clear V-tapered torso with broad shoulders and a thicker neck visible above the collar of a fitted charcoal-grey henley. He has a narrow oval face with a sharp jawline and deep-set, warm molasses-brown eyes behind thick-rimmed black glasses that he\u2019s just pushed up the bridge of a straight Roman nose. His skin has a rich, warm olive tone with golden undertones. His hair is a thick 2B texture, dark and slightly tousled from study, with a natural notch through the tail of his left eyebrow that gives his expression a subtle, intelligent peak. He is in a stop-and-talk pose, leaning his forearm against a mahogany bookshelf in a sun-drenched library, his shoulders squared to the lens with a confident, steady presence. The scene is bathed in golden hour light that catches the dust motes in the air and highlights the defined muscularity of his forearms where the sleeves are pushed up. Medium shot, amateur iPhone aesthetic with natural lens flare and soft focus on the books in the background.", "image_path": "images/iteration-0004/m10-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong jawline and intense, warm dark eyes. Good athletic frame under the henley. Above average but slightly generic handsome face.", "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 lean but defined swimmer's build, showcasing broad shoulders and visible upper chest mass through a charcoal-grey fitted cotton henley. He has a narrow oval face with a sharp, clean-shaven jawline and warm olive skin with golden undertones. His eyes are deep amber-brown, framed by thick dark lashes and set behind thin-framed rectangular glasses slightly pushed up his straight, high-bridged nose. He has thick, slightly messy jet-black hair with a 2B wavy texture, looking as if he\u2019s been running his hands through it. His signature feature is a sharply cut cupid's bow and a small, natural notch in his left eyebrow that gives him a focused, intelligent expression. He is captured in a confident stop-and-talk pose, leaning one forearm against a tall wooden bookshelf in a sun-drenched university library. The golden hour light streams through a large window, creating a warm glow and casting long shadows across the leather-bound books. Medium shot from the waist up, captured with a natural, amateur smartphone aesthetic.", "image_path": "images/iteration-0004/m10-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and intense, warm dark eyes stand out. Good athletic build, though the sleeveless henley is a bit odd for a library setting.", "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 warm olive skin tone and golden undertones, standing in the middle of a dimly lit professional kitchen in Marseille. He has a sharp square face shape with a prominent, chiseled jawline defined by dark day-old stubble. His eyes are deep amber-brown and narrow, set under thick, straight, low-hanging brows that give him an intense, focused gaze. He has a straight Roman nose and wide, balanced lips with a well-defined philtrum. His hair is pitch black, thick and 2B wavy, styled in a messy, swept-back look as if run through with fingers mid-service. A signature thick, dark vein is visible on his temple, emphasizing his focused intensity. He has a muscular V-tapered build with broad shoulders and a thick neck, wearing a white chef\u2019s jacket with the sleeves rolled up to reveal dark, intricate neo-traditional tattoos covering his thick forearms. He is captured in a medium shot, shoulders squared to the camera but body slightly leaned back against a stainless steel prep table, holding a tasting spoon with a confident, smoldering presence. The lighting is moody and warm, catching the steam in the background and creating a sharp rim light on his silhouette, giving it the raw, authentic feel of a high-end kitchen after hours.", "image_path": "images/iteration-0004/m11-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: intense dark eyes, sharp jawline with perfect stubble, and broad shoulders filling out the chef coat. Undeniable screen presence.", "failure_tags": [] }, { "persona_id": "m11", "persona_name": "Yanis", "persona_gender": "male", "seed": 2, "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 warm olive complexion and golden undertones, featuring a sharp square face shape with a prominent, chiseled jawline and high cheekbones. He has deep-set, near-black eyes with a slight olive cast and thick, straight dark brows that lean into a focused expression. His nose is a narrow Roman profile with a high bridge, and he has a small bow-shaped mouth with sharp peaks shadowed by a dense layer of day-old dark stubble. His hair is a 2B texture, dark and thick, styled in a messy, swept-back look as if pushed away from his face during a busy shift. His signature feature is a sharply asymmetric smile that pulls slightly to the left, revealing a single deep dimple even when his expression is intense. He has a powerful V-tapered build with broad shoulders and a thick neck, his frame filling out a crisp white chef's coat with the sleeves rolled up to the elbows to reveal intricate black ink tattoos covering his muscular forearms. He is captured in a medium-shot \"stop-and-talk\" pose, leaning one hip against a stainless steel prep table in a Marseille kitchen, his body squared to the camera with a confident, smoldering presence. The lighting is the warm, dramatic overhead glow of a high-end tasting-menu kitchen, creating soft natural shadows that emphasize his athletic frame and the textures of the industrial background.", "image_path": "images/iteration-0004/m11-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.800000000000001, "reason": "Strong jawline and intense dark eyes give him a rugged appeal. Good broad shoulders, but the slightly forced smile detracts from the 'smoldering' vibe.", "failure_tags": [ "awkward_expression" ] }, { "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 powerful V-tapered frame, broad shoulders filling out a bespoke navy three-piece wool suit, and a thick, strong neck visible above a crisp white collar. His face is a sharp diamond shape with a high, prominent bridge to his nose and a very defined, angular jawline. He has narrow, piercing monolid eyes of a deep obsidian color, framed by straight, groomed black eyebrows that slant slightly downward toward the center. His hair is styled in a precise pompadour with a sharp side part, every strand of deep black hair in place with a subtle satin sheen. His signature feature is a sharply cut cupid\u2019s bow on his upper lip, lending a cold architectural precision to his mouth. He is captured in a medium shot, standing with a confident presence, one hand casually resting in his trouser pocket while the other adjusts a silver cufflink, shoulders squared to the lens. The background is a high-rise executive office in Seoul at dusk, with floor-to-ceiling windows revealing the blurred blue and gold lights of the city skyline. The lighting is cool and natural, catching the sharp planes of his cheekbones and the high-end texture of his suit fabric.", "image_path": "images/iteration-0004/m12-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Sharp jawline, intense direct eye contact, and broad shoulders tapering well in the suit. Nails the cold CEO archetype perfectly.", "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. Seojun is roughly 32 years old with a sharp diamond face shape, a high-set defined jawline, and prominent high cheekbones that give him a cold, focused intensity. His eyes are narrow monolids with a slight inner-corner crease, the iris a deep charcoal-black that reflects the cool office lighting. He has a straight, thin Roman nose with a sharp bridge and a perfectly sculpted, thin-lipped mouth with a subtle cupid's bow. His eyebrows are thick, straight, and groomed to a sharp point, adding to his reserved K-drama-hero aesthetic. His hair is styled in a \"comma hair\" side-part, black and glossy with a slight natural wave. He has a muscular V-tapered build with exceptionally broad shoulders and a thick neck, his physical presence filling out a perfectly tailored navy blue wool suit over a crisp white shirt. He is captured in a medium-shot, standing with a confident presence, one hand resting on the edge of a mahogany desk while his body is squared to the camera. Behind him, a massive floor-to-ceiling window reveals the sprawling Seoul skyline at dusk, the blue-hour city lights blurring into a soft bokeh. The lighting is cool-toned and natural, catching the sharp lines of his face and the matte texture of his suit.", "image_path": "images/iteration-0004/m12-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 8, "weighted_score": 8.4, "reason": "Top 15%. Sharp jawline, intense direct eye contact, and broad shoulders tapering well in the suit. Nails the cold CEO archetype perfectly.", "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 sloping shoulders, a narrow waist, and defined collarbones visible above his wetsuit collar. He has a narrow oval face with a sharp jawline and deep-set sea-glass green eyes that crinkle at the corners with a warm, magnetic expression. His nose has a straight bridge with a slight bump from an old break, and his lips are a wide asymmetric shape that pulls more to one side. His signature feature is a small natural notch through his left eyebrow that lifts his gaze. His hair is 2B beachy waves, chin-length and heavily sun-bleached to a pale blonde, currently damp and tousled with salt spray. He is standing on a golden-sand beach at sunrise, the soft pink and orange light catching the wet sheen on his tanned, warm-olive skin. He is captured in a medium shot, chest-up, wearing the top of a black neoprene wetsuit unzipped slightly. He has a confident presence, shoulders squared and head tilted slightly as if caught mid-conversation, with the turquoise ocean waves crashing softly in the blurred background.", "image_path": "images/iteration-0004/m13-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Strong jawline, striking light eyes contrasting with deep tan, and broad shoulders tapering to a lean waist. Hits the surfer aesthetic perfectly.", "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 warm olive tan and a lean swimmer's build, featuring broad but relaxed shoulders, defined collarbones, and a wiry upper body. He has a narrow square face with high cheekbones and a strong jawline. His eyes are a pale gray-green with a darker outer ring, crinkling at the corners in a genuine, magnetic expression. He has a straight bridge nose with a slightly rounded tip and a wide, asymmetric smile that shows a glimpse of his teeth. His hair is thick 2B beachy waves, sun-bleached to a sandy blonde with lighter highlights, messy and damp with salt water. His signature feature is a small natural notch through his left eyebrow that lifts slightly when he smiles. He is standing waist-deep in the ocean at a beach at sunrise, golden light hitting his chest and face, wearing only dark board shorts. He has a confident presence, shoulders squared to the camera as he holds a surfboard under one arm, looking like he just finished a morning set. The scene has a soft natural glow with a slight lens flare from the rising sun, captured in a medium shot with an amateur iPhone-shot aesthetic.", "image_path": "images/iteration-0004/m13-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Broad shoulders tapering to a lean waist, striking blue eyes with crinkles, and a strong, symmetrical jawline. Nails the surfer aesthetic 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 28 years old with a warm olive skin tone and a sharp, defined V-tapered frame featuring broad shoulders and a thicker, muscular neck visible above the collar of a high-end black leather jacket. His face is a narrow oval with a prominent, high-bridged Roman nose and a heavy, sharp jawline. He has deep-set, near-black eyes with thick, dark lashes and a signature architectural detail: a small, natural vertical notch in his left eyebrow that emphasizes his expressive, high-arched brow. His hair is thick and ink-black, styled in a slicked-back 1A straight texture that looks expensive but slightly lived-in, as if he\u2019s been out all night. He wears a bratty, entitled smirk that pulls more to one side, showing a hint of his teeth in a confident stop-and-talk pose while leaning back against a polished black luxury SUV. The setting is a rain-slicked Mayfair street at night, illuminated by the warm gold glow of high-end storefronts and blurred city lights, creating a rich-kid heir aesthetic. The shot is a medium-close-up with a slight low-angle, capturing his magnetic and sharp-featured presence in the soft ambient night light of London.", "image_path": "images/iteration-0004/m14-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.199999999999999, "reason": "Strong brow and decent jawline, but the expression leans a bit awkward rather than genuinely bratty/entitled. Hair styling is a bit too severe.", "failure_tags": [ "awkward_expression" ] }, { "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 28 years old with a sharp, elongated diamond-shaped face, a high-bridged Persian nose, and a defined, square jawline. His eyes are deep-set, a dark obsidian-brown with thick, heavy lashes, and his eyebrows are dark, dense, and naturally arched with a slight grooming gap on the left side. He has a pale olive skin tone with cool undertones and a faint shadow of a well-kept stubble. His hair is pitch black, thick, and slicked back with a high-shine pomade, though a single rebellious strand falls over his forehead. He has a broad-shouldered, V-tapered build with a thick neck visible above his collar. He wears a heavy, oversized black designer leather jacket draped carelessly over his shoulders. His expression is a cocky, entitled smirk that pulls slightly higher on the left side, showing a signature small gap between his two front teeth. He stands with a confident presence, shoulders squared and one thumb hooked into the pocket of his dark jeans, leaning slightly back against the polished stone of a Mayfair storefront. The background is a blurred London street at night, illuminated by the warm gold glow of luxury shop windows and damp pavement reflecting city lights, captured with the casual grain and slight motion of an iPhone camera.", "image_path": "images/iteration-0004/m14-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Strong jawline and intense gaze, but the expression leans slightly awkward/uncanny rather than genuinely charming. The single strand of hair feels a bit contrived.", "failure_tags": [ "awkward_expression", "uncanny" ] }, { "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 possesses a powerful V-tapered build with broad, heavy shoulders and thick neck muscles visible through a navy blue cotton station-house t-shirt, giving him a clear hero-archetype physical presence. His face is a wide square shape with a sharp, clean-shaven jawline and high cheekbones. He has deep-set, warm amber-brown eyes with thick dark lashes and wide, straight eyebrows that are naturally groomed. His nose is broad with a straight bridge and a rounded tip, and he has a full cupid's bow mouth that curls into a confident, approachable half-smile. His hair is a clean, low-taper fade with 4C texture, very short on the sides and slightly more length on top. His signature feature is a sharply asymmetric smile that pulls more on the right side, revealing a small, endearing gap between his front teeth. He is captured in a stop-and-talk pose, leaning one massive forearm against the side of a red fire engine parked inside a Chicago station house garage. The scene is filled with bright, natural daylight streaming through open bay doors, creating realistic specular highlights on his skin. The framing is a medium shot, showing him from the waist up, squared to the lens with a steady, relaxed gaze that feels like he is a second away from speaking.", "image_path": "images/iteration-0004/m15-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Broad shoulders tapering to a narrow waist, sharp jawline, and warm, expressive brown eyes. Very strong physical presence.", "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 wide square face with a sharp, heavy jawline and high cheekbones. He has deep-set, large almond-shaped eyes in a warm amber-brown shade, framed by thick natural lashes. His nose is broad with a straight bridge and a rounded tip, and he has a wide, asymmetric smile that shows a single deep dimple on his right cheek. His hair is a short, neat 4C fade with a sharp lineup, and his eyebrows are straight, thick, and well-groomed. He possesses a powerful muscular build with a clear V-tapered torso, broad shoulder breadth, and a thick neck with a defined sternocleidomastoid line visible above the collar of his navy blue Chicago fire station graphic t-shirt. The fabric stretches across his defined chest mass and full biceps. He is captured in a stop-and-talk pose, leaning one shoulder confidently against the red frame of a large fire engine inside a station house garage. The setting is filled with soft, natural daylight streaming through open bay doors, reflecting off the polished concrete floor. His posture is relaxed yet squared to the camera, radiating a hero-archetype warmth and steady presence, catching a slight sheen of sweat from duty on his forehead.", "image_path": "images/iteration-0004/m15-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strikingly handsome. Sharp jawline, warm deep-set brown eyes, and a broad, muscular frame tapering well. Hits the 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 pale porcelain skin tone and a cool undertone. He has an intentionally slim and wiry dancer\u2019s build with long, elegant lines, narrow shoulders, and a thin neck with a defined Adam's apple. His face is a sharp, narrow heart shape with high, protruding cheekbones and a precise, angular jawline. He has deep-set, large almond-shaped eyes in a striking pale gray-green with a darker outer ring, framed by unusually long and thick dark lashes. His nose is a narrow Roman profile with a high bridge and a sharp tip. His mouth is small and bow-shaped with sharp peaks on the cupid\u2019s bow. He has straight, thin, and feathered dark eyebrows. His shoulder-length dark hair has a 2B beachy wave texture, slightly tousled and falling forward over one eye in a messy middle part. He is wearing a worn cream-colored wool cardigan over a loose, oversized white linen shirt that drapes heavily on his slight frame. His long, slender fingers have faint blue ink stains around the nails. He is sitting at a small wooden table in a dimly lit Berlin cafe during the late afternoon, with soft golden hour light filtering through a dusty window. He has a confident, steady presence, leaning forward slightly with his forearms on the table in a stop-and-talk pose. All details are sharp and photorealistic with a candid iPhone-shot aesthetic.", "image_path": "images/iteration-0004/m16-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking 'delicate intellectual' aesthetic. Standouts: piercing light eyes with thick dark lashes, sharp angular jawline, and a lean, elegant neck/collarbone structure. Perfectly captures the requested wiry, non-athletic poet vibe.", "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 pale porcelain skin tone and cool blue undertones. He possesses a delicate intellectual frame, intentionally slim and wiry with narrow, elegant shoulders and a long neck that highlights his sharp, angular jawline. His face is a narrow-oblong shape with high, protruding cheekbones and a straight, thin Roman nose. He has deep-set, intelligent eyes of a pale gray-blue color, framed by remarkably long, thick dark lashes that serve as his signature feature. His eyebrows are straight, dark, and slightly untidy. His hair is shoulder-length and a deep espresso brown with a 2A slight wave, looking lived-in and tucked behind one ear. He is captured in a medium shot at a small wooden table in a dimly lit Berlin cafe during the late afternoon, with golden light catching the dust motes around him. He wears a worn, oversized cream wool cardigan over a thin, wrinkled white linen shirt that drapes loosely over his slender collarbones. His long, thin fingers are stained with dark blue ink as he rests a hand near a notebook. He maintains a calm, elongated posture, leaning slightly forward with a steady and contemplative gaze that commands the space through quiet intensity rather than physical mass.", "image_path": "images/iteration-0004/m16-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strikingly angular jawline, intense pale blue eyes, and prominent cheekbones create a highly specific, compelling 'delicate intellectual' aesthetic. Nails the prompt 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 skin tone and a very slim, intellectual frame characterized by a narrow, delicate skeletal structure and long, slender fingers. He has an oblong face shape with a soft jawline, monolid eyes that are a deep charcoal-brown with a thoughtful, focused expression, and a straight, narrow nose bridge with a small, refined tip. His mouth is small with a well-defined cupid's bow and thin lips. His hair is a soft, light-absorbing black, styled in a precise middle part with the ends reaching his earlobes. He wears round, thin wire-rimmed glasses that catch a glint of soft window light. He is dressed in an off-white linen shirt, crisp and fitted, buttoned all the way to the top collar. A signature feature is a very small, dark beauty mark located just an inch below his left eye, adding to his scholarly look. He is captured in a medium shot, sitting at a dark wood table in a quiet, sun-drenched Seoul university library, his shoulders squared but relaxed in a calm, elongated posture. One hand is resting flat on an open antique book, the other slightly raised as if he was just about to turn a page before pausing to look up. Soft natural light from a large window creates a gentle glow on his skin, emphasizing the quiet, cerebral atmosphere of the book-filled room.", "image_path": "images/iteration-0004/m17-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Nails the intended cerebral aesthetic with soft features and a lean frame, but the overall look is a bit too generic-AI-K-drama-lead to stand out. Nice skin and styling, but lacks a distinct edge.", "failure_tags": [ "generic_face", "narrow_shoulders" ] }, { "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 skin tone and a signature intellectual presence. He has a slim, elegant build with a narrow frame, long limbs, and lean collarbones visible through the fabric of his shirt, emphasizing a cerebral and non-muscular aesthetic. His face is a narrow oval with a sharp, refined jawline and soft monolid eyes of a deep onyx-black color behind delicate silver wire-rim round glasses. His nose is a narrow Roman shape with a high, thin bridge. He has thin, straight black eyebrows and a small mouth with a sharply defined cupid's bow and a subtle, thoughtful asymmetry. His black hair is styled in a precise 1A pin-straight middle part, looking freshly combed. He is wearing a fitted off-white linen shirt buttoned all the way to the collar, sitting with a composed and elongated posture at a dark wood table in a quiet Seoul bookshop. The scene is illuminated by soft, diffused window light that highlights the dust motes in the air, creating a stop-and-talk moment of quiet intellectual sensitivity. He is leaning slightly forward with his forearms resting on a stack of philosophy books, his gaze steady and engaged as if caught mid-thought before speaking.", "image_path": "images/iteration-0004/m17-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Clean, symmetrical features and good skin, but the intentionally narrow shoulders and very soft jawline make the frame feel a bit weak. Fits the cerebral persona perfectly, but lacks the physical presence for a higher score.", "failure_tags": [ "narrow_shoulders", "soft_jawline", "weak_frame" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Caucasian man, eyes looking at camera, his mouth slightly parted. He is a 28-year-old dancer with a striking, elongated build characterized by a lean swimmer's frame, long graceful limbs, and narrow but defined shoulders that lack any gym-bulk. His face is a sharp diamond shape with high, protruding cheekbones and a narrow jawline. He has deep-set, expressive onyx-black eyes with thick, straight lashes and a small, distinctive notch in his left eyebrow that adds a touch of character to his focused gaze. His nose is a straight Roman profile with a refined tip, and his mouth is defined by soft, full lips and a sharply cut cupid's bow. His hair is pitch-black and sleek, pulled back into a neat, low ponytail at the nape of his neck, showing off his clean hairline. He is captured in a medium-full shot, sitting on a dark grey marley floor in a sunlit New York City dance studio, one long leg tucked and the other extended in a precise stretch that emphasizes his dancer's line. He wears form-fitting black compression leggings and a simple, thin-strapped black tank top that reveals his wiry, defined collarbones and lean upper body musculature. In the background, a wooden ballet barre runs along a mirrored wall, catching the warm morning light streaming through large industrial windows. His pose is a confident, stop-and-talk moment of rest, shoulders squared and chest open, radiating an aura of disciplined grace and quiet intensity.", "image_path": "images/iteration-0004/m18-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.199999999999999, "reason": "Striking cheekbones and intense dark eyes, but the overall facial structure leans slightly uncanny/feminine, and the frame is very narrow, lacking masculine presence.", "failure_tags": [ "feminine_features_male", "narrow_shoulders", "uncanny" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Caucasian man, eyes looking at camera, his mouth slightly parted. Cassian is 28 years old with a striking, lean dancer's build characterized by long, elegant limbs, a narrow waist, and defined but slender musculature rather than bulk. His shoulders are present but slim and sloping, creating a graceful V-line that leads to a thin, swan-like neck. His face is a sharp-featured diamond shape with high, prominent cheekbones and a defined, tapered jawline. He has expressive deep amber-brown eyes with thick dark lashes and straight, well-groomed eyebrows that have a subtle natural arch. His nose is a narrow Roman profile with a refined bridge. A signature feature is his sharply cut cupid's bow on his full, slightly asymmetrical lips. His dark coffee-colored hair is pulled back into a neat, low ponytail, sleeked away from his forehead to reveal a clean hairline. He is wearing a simple black form-fitting microfiber tank top that emphasizes his wiry frame and long torso. The shot is a medium-full shot capturing him mid-stretch on a light grey marley floor in a sunlit New York City dance studio, one arm reaching overhead to showcase his length, the other hand resting on a wooden ballet barre in the background. Large industrial windows cast a soft, natural morning light across his porcelain skin with cool undertones, creating a high-contrast but realistic amateur aesthetic with a steady, confident gaze.", "image_path": "images/iteration-0004/m18-seed2.png", "attractiveness": 5, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 6.8, "reason": "Nails the lean dancer aesthetic perfectly, but the extremely narrow frame and highly androgynous facial features (very delicate jaw, intense arched brows) push him out of my personal strike zone. Too delicate for my taste.", "failure_tags": [ "feminine_features_male", "narrow_shoulders" ] }, { "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 narrow heart-shaped face, light porcelain skin with a golden undertone, and a dusting of light freckles across the bridge of her nose and high cheekbones. She has deep-set hazel eyes with gold flecks, framed by naturally feathered eyebrows, and a small upturned nose with a defined columella. Her lips feature a sharply cut cupid's bow with a small visible gap between the front teeth in a gentle, intelligent expression. Her soft auburn hair is styled in 2B beachy waves, pulled into a loose half-up look with a simple claw clip, with a few damp-looking strands framing her face. She has a lean swimmer's build with defined collarbones and a graceful neck. She is wearing an oversized, chunky-knit oatmeal cardigan draped over a thin white silk camisole. She is sitting at a wooden table by a large coffee shop window in Austin, Texas, with soft morning sunlight catching the dust motes in the air and the sheen on her hair. One hand rests casually on the edge of a ceramic mug, her shoulders squared to the camera in a confident, stop-and-talk pose that feels like a shared moment in a quiet cafe. The lighting is warm and natural, creating a soft bokeh of the street outside through the glass.", "image_path": "images/iteration-0004/f01-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking natural beauty. Three standouts: piercing hazel eyes, delicate freckles across a refined nose, and full, naturally parted lips. Excellent prompt match.", "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 in her mid-20s with a narrow heart-shaped face, a small pointed chin, and high cheekbones. Her eyes are a striking pale gray-green with a darker outer ring, framed by long ginger lashes. She has a straight, delicate nose bridge with a light dusting of freckles across the bridge and cheeks, and a full cupid's bow mouth with a signature sharply defined peak on the upper lip. Her soft auburn hair is styled in a messy, lived-in 2B wave, pulled back into a loose half-up clip with stray tendrils framing her face. She has a lean but defined swimmer's build with elegant collarbones visible. She is wearing a thick, oversized cream-colored chunky knit cardigan draped over a simple white silk camisole. She is sitting by a wood-framed window in a sun-drenched Austin coffee shop, leaning forward with her forearms resting on a marble table, a steady and warm gaze directed at the lens. The scene is illuminated by soft, hazy morning light catching the copper tones in her hair, creating a natural golden-hour glow without any studio polish.", "image_path": "images/iteration-0004/f01-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: piercing light eyes, distinct natural freckles, and full symmetric lips. Very attractive, definitely top 15%.", "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 in a confident cocky-warm grin. She is in her late 20s with a warm olive complexion and golden undertones, featuring a sharp diamond-shaped face with high sculpted cheekbones and a defined jawline. Her eyes are light amber-brown, almond-shaped with a slight upturn at the corners and framed by thick dark lashes. She has a straight nose with a clean bridge and a small, well-defined cupid\u2019s bow mouth that shows a tiny, endearing gap between her front teeth. Her hair is a rich espresso-brown texture 2C, pulled back into a high, tight ponytail with a few damp flyaways at the temples from exertion. She has a powerful athletic build with a clear V-tapered torso, broad shoulders, and defined upper chest mass visible through a charcoal-grey ribbed sports bra. A small, minimalist geometric tattoo is visible on her inner left forearm as she leans one hand with casual confidence against a heavy punching bag in a sun-drenched Miami boxing gym. The lighting is bright and natural, catching a slight glow of exertion on her skin without any redness. The shot is a medium-full shot with a steady, squared-up presence, capturing her relaxed but high-energy coach persona in a candid stop-and-talk moment.", "image_path": "images/iteration-0004/f02-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking athletic build, sharp jawline, and intense, expressive eyes. The confident grin and toned physique elevate her well above average.", "failure_tags": [] }, { "persona_id": "f02", "persona_name": "Camila", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Colombian woman, eyes looking at camera, her mouth slightly parted in a confident cocky-warm grin. She is in her late 20s with a deep bronze skin tone and warm golden undertones, featuring a narrow oval face, high sharp cheekbones, and deep-set amber-brown eyes with thick dark lashes. Her nose is narrow with a slightly straight bridge and she has a full cupid's bow mouth that pulls slightly to one side when she smiles, creating a single deep dimple on her right cheek. Her dark hair is pulled back into a high, sleek ponytail of tight 2B waves, with a few damp flyaways at the temples from a recent workout. She has an athletic V-tapered figure with defined shoulder caps, a visible sternocleidomastoid line on her neck, and toned upper chest mass visible above her black spandex sports bra. A small, minimalist geometric line tattoo is visible on her inner left forearm. She is standing in a sun-drenched Miami boutique gym with floor-to-ceiling windows showing palm trees in the soft-focus background. The framing is a medium shot, her shoulders squared to the lens but her weight shifted to one hip, leaning casually against a squat rack with one hand resting on the steel upright. The lighting is bright and natural, catching a light sweat sheen on her skin and the gold flecks in her eyes, giving the image a raw, stop-and-talk energy.", "image_path": "images/iteration-0004/f02-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: sharp jawline, intense almond eyes, full symmetric smile, and a highly toned athletic physique. Missing the forearm tattoo (only a tiny mark visible on bicep), but otherwise nails the persona.", "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 dancer's build, featuring elegant long lines at the neck and a graceful, upright posture. Her face is a soft heart-shape with high, delicate cheekbones and a narrow, pointed chin. She has large, liquid-dark doe eyes characterized by sharp, defined inner corners and a subtle monolid crease, topped with straight, groomed brows. Her nose is a small, soft button shape with a defined columella, and her mouth features a sharply cut cupid's bow with a full bottom lip. Her skin is a luminous, cool porcelain with a dewy, glass-like finish common in K-beauty. Her hair is 1A pin-straight, deep obsidian black, falling in thick glossy layers past her shoulders with a soft, center-parted fringe. As a signature feature, she has an arresting deep-amber glow to her irises that catches the morning light. She is wearing a pastel lavender oversized heavy-cotton hoodie that swallows her frame, creating a soft-aesthetic look. She is captured in a medium shot, leaning one shoulder against a concrete pillar in a minimalist Seoul dance studio, her body squared to the lens with a calm, confident presence. The lighting is soft, diffused natural light from a high window, giving the scene an authentic, unpolished amateur-smartphone feel.", "image_path": "images/iteration-0004/f03-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 8, "weighted_score": 8.4, "reason": "Top 15%. Three standouts: flawless dewy skin, large expressive doe eyes with sharp inner corners, and full, softly tinted lips. Very strong K-beauty 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 lean and graceful dancer's build, featuring long limbs and a delicate neck. Her face is a soft heart shape with a defined, small chin and high, subtle cheekbones. She has large, dark espresso-colored doe eyes with sharp, precise inner corners and a soft double-lid crease. Her nose is a small, straight button shape with a narrow bridge, and her lips feature a sharply defined cupid's bow with a fuller, plush bottom lip. Her hair is pin-straight, waist-length, and a deep raven-black with a high-shine finish, styled with a casual center part and a few loose strands tucked behind one ear. She is wearing an oversized, thick pastel lavender hoodie that swallows her frame, with the soft fabric gathered at her wrists. She is leaning with one shoulder against a concrete wall in a vibrant Seoul alleyway at dusk, the neon shop signs creating a soft, colorful bokeh in the background. The lighting is warm and natural, highlighting her dewy porcelain skin with a luminous gold undertone and a slight sheen of hydration. Her expression is calm and inviting, captured in a medium shot that conveys a confident yet soft presence as if she just stopped to talk.", "image_path": "images/iteration-0004/f03-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Standouts: flawless dewy skin texture, large expressive doe eyes with sharp inner corners, and full symmetrical lips. Nails the idol-trainee aesthetic perfectly.", "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, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a warm olive skin tone and gold undertones, featuring a narrow oval face with high, delicate cheekbones and a soft round chin. Her eyes are deep amber-brown, narrow and hooded with thick dark lashes, and she has a straight nose bridge ending in a small button tip. Her lips are full with a sharply defined cupid's bow, and her eyebrows are high-arched and naturally thick. She has tight 4A corkscrew curls in a short, tapered crop that frames her face, with a signature splash of dried cobalt blue paint caught in the hair just above her right ear. She has a lean, dancer\u2019s build with long collarbones and elegant, sloping shoulders. She is captured in a medium shot, sitting at a cluttered wooden table in a sun-drenched Brooklyn cafe, wearing an oversized white linen shirt over paint-stained vintage denim overalls. Her torso is squared to the camera with a confident presence, leaning one elbow on a sketchbook as if pausing mid-stroke, a focused and calm expression on her face. The lighting is soft and natural from a nearby window, creating a realistic, unpolished iPhone-shot aesthetic with a shallow depth of field.", "image_path": "images/iteration-0004/f04-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: large expressive almond eyes, full symmetric lips, and excellent bone structure with a delicate jawline. Very attractive.", "failure_tags": [] }, { "persona_id": "f04", "persona_name": "Naomi", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Japanese and Black mixed-race woman, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a warm honey-brown skin tone and golden undertones, captured in a medium shot inside a sun-drenched Brooklyn artist's loft. She has a narrow diamond-shaped face with high, sharp cheekbones and a soft, pointed chin. Her eyes are deep amber-brown, almond-shaped with a subtle monolid crease and thick, natural lashes. She has a straight, narrow nose with a small rounded tip and full, well-defined lips with a prominent cupid's bow. Her hair is a short, cropped halo of 4A tight corkscrew curls in a natural deep espresso shade, with a few stray curls dusted with a smudge of white acrylic paint. One signature feature is a small, elegant notch in her left eyebrow that draws attention to her steady, focused gaze. She has a slim, elongated dancer\u2019s build with elegant collarbones and narrow, sloping shoulders. She wears a paint-stained oversized denim shirt with the sleeves rolled up to her mid-forearm, revealing slim wrists. She is leaning with a confident presence against a wooden drafting table cluttered with ink bottles and brushes, her body slightly angled but her shoulders squared to the lens. The lighting is soft and natural, coming from a large industrial window, creating a realistic, unpolished iPhone-shot aesthetic with a shallow depth of field.", "image_path": "images/iteration-0004/f04-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: piercing amber eyes, full symmetrical lips, and excellent bone structure with a delicate jawline. Hits the persona perfectly with paint-stained denim and curly hair. Eyes are locked on camera with a clear mouth gap.", "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 in her late 20s with a narrow oval face, soft porcelain skin with a cool pink undertone, and a light dusting of subtle freckles across her straight, narrow nose. Her eyes are a striking pale gray-green with a darker outer ring, framed by delicate light-blonde lashes. She has a sharply defined cupid's bow and thin, feathered sandy-blonde eyebrows behind thin gold wire-rim round glasses. Her hair is styled in 2B soft blonde waves that fall over her shoulders, with a few stray wisps caught in the frames of her glasses. She has a lean but defined frame with elegant posture, wearing a chunky cream-colored knit cardigan over a high-neck floral print blouse in muted sage tones. The setting is a cozy Brooklyn apartment filled with overflowing bookshelves and a warm, low-sunlight glow from a nearby window. She is sitting forward on a wooden chair, shoulders squared to the camera with a gentle but confident presence, one hand lightly touching the edge of a stack of vintage books on a table in the foreground. The image has the casual, slightly unpolished feel of an iPhone photo with natural, soft shadows.", "image_path": "images/iteration-0004/f05-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: full symmetric lips, striking light eyes framed by thick brows, and excellent bone structure. Nails the persona perfectly. Eyes are locked on camera with a clear mouth gap.", "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, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a soft heart-shaped face, a delicate straight nose with a rounded tip, and pale gray-green eyes with a darker outer ring behind small wire-rim round glasses. Her skin is a cool porcelain with a faint dusting of light freckles across the bridge of her nose. She has a sharply cut cupid's bow with a small visible gap between her front teeth on a gentle, expectant half-smile. Her hair is a soft honey-blonde, styled in 2B beachy waves that fall over her shoulders in a relaxed, freshly-brushed state. She is wearing a thick cream-colored wool cardigan over a high-neck floral blouse, standing with a confident presence and a slight chin lift in a sun-drenched Brooklyn library aisle. Her shoulders are squared to the camera as she leans one forearm against a wooden bookshelf, the background filled with the warm textures of old book spines and soft natural dust motes. The lighting is soft and natural from a nearby window, creating a warm, approachable atmosphere without any studio polish.", "image_path": "images/iteration-0004/f05-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Above-average attractiveness with two specific standouts: striking light eyes framed well by the glasses, and a very natural, warm smile with good teeth. Hits the persona perfectly. Eyes are visible and mouth is slightly parted.", "failure_tags": [] } ], "aggregates": { "male_count": 36, "female_count": 10, "male_attractiveness_mean": 7.194444444444445, "male_attractiveness_stdev": 1.0754700379225521, "female_attractiveness_mean": 7.9, "female_attractiveness_stdev": 0.3, "male_weighted_mean": 8.094444444444443, "female_weighted_mean": 8.680000000000001, "lipsync_adherence_mean": 9.521739130434783, "prompt_adherence_mean": 9.543478260869565, "failure_tag_histogram": { "narrow_shoulders": 7, "mouth_closed": 1, "wrong_age_range": 2, "soft_jawline": 2, "weak_frame": 2, "boyish_when_mature_intended": 1, "asymmetric_eyes": 1, "awkward_expression": 4, "uncanny": 2, "generic_face": 1, "feminine_features_male": 2 }, "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": 0.16666666666666696, "female_drift": 0.20000000000000018, "lipsync_drift": 0.3913043478260878, "prompt_adherence_drift": 0.17391304347825987 } }