{ "iteration": 5, "timestamp": "2026-06-03T12:21:02", "wall_clock_seconds": 165.3, "prompt_snapshot_path": "prompts/iteration-0005.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 American man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean and wiry build, showing defined collarbones and a slender but athletic frame. He has a square jawline and a soft chin, with facial structure reminiscent of Paul Mescal but with more deep-set eyes and a narrower profile. His eyes are deep-set and downturned, colored a pale gray-blue with a dark outer ring. He has a straight Roman nose with a high bridge and low-set, thick natural eyebrows. A small vertical scar notches his right eyebrow. His shaggy, chocolate brown hair has a 2A wavy texture, messy and unstyled, with long fringe partially veiling his gaze. He wears an oversized, pilled charcoal wool sweater and a thin silver chain. He is sitting on a worn leather sofa in a dim Brooklyn loft with exposed red brick and the silhouette of an electric guitar leaning against a vintage amplifier in the soft indigo light of twilight. The shot is captured at a medium-chest-up angle with the natural grain and soft focus of an iPhone camera.", "image_path": "images/iteration-0005/m01-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking pale blue eyes, sharp angular jawline, and perfectly tousled hair. Nails the brooding indie musician vibe perfectly.", "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 27 years old with a lean swimmer\u2019s build, possessing a wiry frame, narrow but defined shoulders, and prominent collarbones visible beneath the wide neck of his shirt. His skin is a cool porcelain with a subtle silver undertone. He has a narrow oval face with a sharp jawline and deep-set, downturned eyes of a pale gray-blue shade with a darker outer ring. His nose is a high-bridged, narrow Roman shape with a sharp tip. He has a thin top lip over a fuller bottom lip in a small bow-shape, and thick, straight, messy dark brows. His dark ash-brown hair is chin-length with 2B beachy waves, various strands falling over his forehead and partially veiling one eye in a \"slept-on\" texture. A small silver hoop pierces his left nostril, and he has a tiny vertical scar bisecting the outer edge of his right eyebrow. His facial structure is reminiscent of Robert Pattinson but with more delicate, narrowed features. He is sitting on a worn velvet sofa in a dimly lit Brooklyn loft, leaning forward with elbows on his knees, wearing an oversized, distressed charcoal-gray knit sweater with small moth-holes at the cuffs. The background features soft-focus exposed brick and the silhouette of a vintage guitar amp during the blue hour of twilight. The shot is a medium-close-up with an amateur handheld camera aesthetic.", "image_path": "images/iteration-0005/m01-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Striking pale blue eyes and strong, angular jawline give him that brooding indie vibe. Hits the Twilight-meets-Brooklyn prompt perfectly, though the expression is a bit vacant.", "failure_tags": [] }, { "persona_id": "m02", "persona_name": "Mateo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Mexican-American man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with a wide square face, a sharp jawline, and deep amber-brown eyes shaped like almonds with thick, dark lashes. His hair is a 2B texture, dark espresso brown and styled in a short, messy quiff that looks wind-tossed by the Miami sea breeze. He has a straight Roman nose with a high bridge and a small horizontal scar through his left eyebrow which is thick and naturally arched. His skin is a warm olive with a golden undertone, glowing with a light sheen of sweat from the humidity. He has a gym-built frame with broad V-tapered shoulders, a thick neck highlighting the sternocleidomastoid line, and defined upper chest mass visible through the collar of a light grey moisture-wicking racerback tank top. His facial structure is reminiscent of Diego Boneta but with a wider smile and more pronounced cheekbones. He is standing on a wooden boardwalk with the bright morning sun of South Beach behind him, creating a natural lens flare at the edge of the frame. He is leaning back against a railing, one shoulder shrugged up in a cocky but warm posture, radiating a magnetic and charming energy as if mid-conversation.", "image_path": "images/iteration-0005/m02-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Strong jawline, intense deep-set eyes, and broad muscular shoulders. Hits the 'cocky but warm' vibe perfectly. Mouth is slightly parted and eyes are locked on camera.", "failure_tags": [] }, { "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 warm olive skin and a golden undertone. He possesses a powerful V-tapered torso, featuring broad shoulder breadth, defined upper chest mass visible through a thin charcoal-grey tech-fabric tank top, and a thick, athletic neck. He has a square face with a sharp, chiseled jawline and high cheekbones. His eyes are deep-set and almond-shaped, a dark espresso color with thick lashes. His nose has a straight bridge and a slightly defined tip. His lips are full with a natural cupid\u2019s bow, fixed in a confident, charismatic half-smile that shows a glimpse of his teeth. His hair is a dense 2B wavy texture, cut short on the sides with more volume on top, looking slightly windswept and salt-crusted. He has thick, dark, well-groomed eyebrows and a small, distinctive beauty mark just below his right cheekbone. Facial structure reminiscent of Diego Boneta but with a wider jaw and more aggressive brow ridge. He is standing on a Miami beach during the late afternoon golden hour, the warm sun hitting his skin to create a light sheen of perspiration. The background shows blurred turquoise water and a distant lifeguard tower. The shot is a medium-chest-up framing with an amateur iPhone aesthetic, featuring soft natural light and a casual, stop-and-talk pose.", "image_path": "images/iteration-0005/m02-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, thick dark hair with good texture, and broad shoulders tapering well. Nails the cocky-but-warm vibe perfectly.", "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 a late-20s indie illustrator with a tall, lean swimmer's build, featuring elegant negative space at the shoulders and long limbs. His face is a narrow oval with a sharp jawline, facial structure reminiscent of Park Bo-gum but with deeper-set eyes and a more prominent bridge to his straight nose. He has soft monolid eyes of a deep amber-brown color with a subtle inner-corner crease, topped by straight, thick, mostly natural eyebrows. A tiny beauty mark is visible just below his left eye. His hair is 1A pin-straight, jet black, styled in a relaxed curtain part that looks slightly tousled and lived-in. He is captured in his sun-drenched Los Angeles studio, leaning against a wooden desk cluttered with pens. He wears an oversized forest green knit cardigan over a cream-colored wrinkled linen shirt, the sleeves pushed back to reveal thin forearms with faint, realistic ink stains on the sides of his palms and fingers. The lighting is soft morning sun through a large window, creating a warm golden-hour glow on his cool porcelain skin without any redness, emphasizing his quiet, thoughtful expression.", "image_path": "images/iteration-0005/m03-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong visual appeal with clear, soft monolid eyes and a well-defined, delicate jawline. Fits the 'quiet artist boy' aesthetic perfectly, though the face leans slightly generic-AI.", "failure_tags": [ "generic_face" ] }, { "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 a late-20s indie illustrator with a tall and lean wiry runner's build, featuring long limbs and an elegant neck. His face is a narrow oval with a sharp jawline, soft monolid eyes that are a deep amber-brown, and straight, natural eyebrows. He has a straight bridge nose with a defined columella and a small bow-shaped mouth with a slightly fuller bottom lip. His hair is a 1A pin-straight jet black, styled in a messy middle-parted curtain fringe that looks lived-in. A small beauty mark is visible just below his left eye. His facial structure is reminiscent of Jung Hae-in but with a more prominent jaw and deeper-set eyes. He is wearing an oversized navy blue knit cardigan over a cream-colored wrinkled linen shirt. He is sitting in a sun-drenched Los Angeles studio filled with plants and art supplies, holding a charcoal pencil with visible faint ink and graphite stains on his long fingers and knuckles. The shot is a medium-close-up from the chest up, captured in soft morning natural light with a slight lens flare, giving it a warm, quiet, amateur smartphone aesthetic.", "image_path": "images/iteration-0005/m03-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Nice soft monolid eyes, but overall face feels a bit generic-AI and lacks distinct masculine structure. Frame is okay but hidden by the cardigan.", "failure_tags": [ "generic_face" ] }, { "persona_id": "m04", "persona_name": "Marcus", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Black man, looking at camera, his mouth slightly parted. Marcus is in his early 30s with a warm mahogany skin tone and golden undertones, his facial structure reminiscent of Trevante Rhodes but with a softer jawline and a small, thoughtful gap between his front teeth. He has a narrow oval face, deep-set amber-brown eyes with thick lashes, and a straight nose bridge with a slightly rounded tip. His hair is a short, neatly groomed 4C fade with a sharp lineup, and his eyebrows are dark and naturally thick with a slight arch. He wears a fitted black button-down shirt with the sleeves rolled to the mid-forearm, revealing intricate geometric black-ink tattoos and his lean, defined muscular build with broad shoulders and a thick neck. He is captured in a medium-shot, standing behind a dimly lit, upscale marble hotel bar in Manhattan, leaning slightly forward in a stop-and-talk pose. In the soft, warm ambient light of the background, rows of amber glass bottles are blurred, and a well-worn philosophy paperback sits on the edge of the bar top near his hand. The photo has a casual, natural iPhone-shot aesthetic with a slight grain and realistic skin texture.", "image_path": "images/iteration-0005/m04-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, intense warm eye contact, and broad shoulders tapering well. Very handsome, fits the top 15% easily.", "failure_tags": [] }, { "persona_id": "m04", "persona_name": "Marcus", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a warm mahogany skin tone and golden undertones, featuring a narrow square face shape and a sharp, clean-shaven jawline. He has deep-set amber-brown eyes with thick natural lashes and well-groomed, straight dark brows. His nose is straight with a slightly rounded tip and he has full, symmetrical lips with a defined cupid's bow. His hair is a short, faded buzz cut, very neat. He has a small, distinctive mole just above the corner of his left eyebrow. He has a muscular V-tapered build with broad shoulders and a thick neck, his frame filling out a fitted black short-sleeved button-up shirt that reveals intricate black-and-grey geometric tattoos across his muscular forearms. He is leaning casually against a dark marble bar top in a dimly lit, upscale Manhattan hotel lounge with rows of amber-lit bottles in the soft-focus background. His facial structure is reminiscent of Trevante Rhodes but with a slightly narrower nose bridge and more prominent cheekbones. A small paperback book is visible on the bar beside his hand. The scene is captured in the warm, moody glow of a low-hanging pendant light, giving the shot a natural, intimate stop-and-talk quality.", "image_path": "images/iteration-0005/m04-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking amber eyes, strong square jawline, and broad shoulders filling out the fitted shirt. Undeniable 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 swimmer's build, featuring broad shoulders and a thick neck that tapers into a defined v-torso visible through his clothing. He has a narrow heart-shaped face with a sharp, angular jawline and high cheekbones. His eyes are deep-set and almond-shaped, colored a rich espresso brown with golden flecks around the pupils. His nose is a straight Roman bridge with a slightly squared tip. He has a full bottom lip and a defined cupid's bow. His eyebrows are thick, dark, and naturally bushy with a small vertical scar through the right one. His hair is a messy, chin-length 2B wave in a dark chestnut color, looking soft and wind-blown with some strands falling over his forehead. He has warm olive skin with a subtle golden undertone and a visible sheen from physical activity. His facial structure is reminiscent of a younger Oscar Isaac but with a wider, softer smile and a more youthful, boyish charm. He is wearing a faded, oversized vintage black band t-shirt with a cracked graphic and heavily distressed denim. Intricate black-and-grey half-sleeve tattoos are visible on both forearms, featuring fine-line geometric and floral motifs. He is sitting casually on a concrete ledge at a Brooklyn skate park during the warm glow of golden hour, with the orange sun creating a soft lens flare and long shadows across the ramps behind him. The shot is a medium-chest-up composition with a gritty, authentic smartphone-camera aesthetic.", "image_path": "images/iteration-0005/m05-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Strong jawline, thick textured hair, and intense dark 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. He is in his late 20s with a wiry, athletic skater\u2019s build, showcasing broad shoulders and lean, vascular forearms. His skin is a warm olive with golden undertones, catching the amber glow of the setting sun. He has a narrow oval face with a sharp, defined jawline and high cheekbones. His eyes are deep-set and almond-shaped, a striking shade of warm hazel with gold flecks, framed by thick, straight, natural-looking dark brows that have a small vertical scar through the left one. His nose has a straight Roman bridge and a clean, defined tip. He has a full cupid's bow mouth with a slightly asymmetric, sweet-natured smile. His hair is a messy, dark espresso brown in a 2B wavy \"shag\" texture, appearing soft and grungy with several loose strands falling across his forehead. He is wearing a faded, oversized black vintage punk band tee with cracked graphic print and heavily distressed blue denim jeans. A detailed half-sleeve of black-ink traditional tattoos is visible on his right arm. His facial structure is reminiscent of a younger Oscar Isaac but with a narrower chin and a more relaxed, boyish expression. He is captured in a medium shot, sitting on the edge of a concrete bowl at a Brooklyn skate park during golden hour, with soft lens flare and blurred graffiti-covered ramps in the background.", "image_path": "images/iteration-0005/m05-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Strong jawline, intense amber eyes, and thick tousled hair. Nails the skater aesthetic perfectly. Very attractive, definitely top 15%.", "failure_tags": [] }, { "persona_id": "m06", "persona_name": "Adrian", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Mediterranean man, eyes looking at camera, his mouth slightly parted. He is 35 years old with a warm olive skin tone and golden undertones. He has a strong square face with a sharp, heavy jawline and high cheekbones. His deep-set almond eyes are a dark espresso brown with amber flecks, framed by thick, well-groomed dark eyebrows. He has a straight Roman nose with a prominent bridge and a masculine mouth with a full bottom lip. His dark hair is a thick 1C texture, styled back with clear silvering at the temples and a few stray salt-and-pepper strands falling naturally. His facial structure is reminiscent of Oscar Isaac but with a broader jawline and a more pronounced brow ridge. He has a V-tapered torso with broad shoulders and a thick neck, his upper chest mass visible through the open collar of his white cotton dress shirt. He is wearing a charcoal wool suit jacket, unbuttoned, standing on a high-rise balcony in Chicago at dusk with the soft bokeh of city lights and a blue-hour sky behind him. A tiny, faint horizontal scar sits just above his left eyebrow. The lighting is soft and natural, captured in a casual stop-and-talk pose that feels like a quick iPhone snap during a conversation.", "image_path": "images/iteration-0005/m06-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong Mediterranean features with thick brows and intense amber eyes. Good jawline and mature presence, but slightly generic overall structure keeps it from an 8.", "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, eyes looking at camera, his mouth slightly parted. He is thirty-five years old with a commanding V-tapered build, featuring broad shoulders that fill his charcoal suit jacket and a thick, masculine neck. His face is a wide square shape with high, sharp cheekbones and a heavy jawline. He has deep-set almond-shaped eyes in a warm espresso-brown shade with amber flecks. His nose has a high Roman bridge and a straight profile. His mouth is wide with a full lower lip and a sharp cupid\u2019s bow. His thick, dark hair is styled in a short, textured crop with distinct silver-white hair emerging at the temples. He has a single faint dimple on his right cheek and a small, well-healed scar through his thick, groomed left eyebrow. His facial structure is reminiscent of Oscar Isaac but with a much wider jaw and deeper-set eyes. He is wearing a charcoal wool suit, unbuttoned at the front, with a white dress shirt open at the collar. He is captured in a stop-and-talk pose standing on a Chicago balcony at dusk, with the blurred yellow and blue lights of the city skyline behind him. The lighting is soft and directional from a nearby window, creating an amateur iPhone-shot aesthetic with natural skin textures and slight grain.", "image_path": "images/iteration-0005/m06-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and intense, deep-set brown eyes give him a commanding presence. The silver hair is a bit more all-over than just temples, but the overall look is solid. Above average, but the expression is a bit stiff.", "failure_tags": [ "awkward_expression" ] }, { "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 but defined swimmer's build, featuring a specific facial structure reminiscent of Kentaro Sakaguchi but with a slightly more rounded jawline and a softer, more approachable chin. He has a narrow heart-shaped face with high, subtle cheekbones and deep-set, wide-set almond eyes the color of dark roasted coffee with amber highlights. His nose is a soft button shape with a slightly rounded tip, and he has a full cupid's bow mouth with a small natural gap between his front teeth. His eyebrows are straight and thick, slightly untamed, and his hair is a 2A wavy texture in a dark espresso shade, styled in a messy, tousled bedhead look with pieces falling over his forehead. He has a small beauty mark just below his left eye. He is wearing a heavy, oversized cream-colored chunky knit wool sweater with a high ribbed collar that frames his neck. He is sitting at a small wooden table in a sun-drenched Tokyo cafe, leaning forward with his forearms resting on the table, a half-empty matcha latte with latte art visible in the lower corner of the frame. The background is a soft-focus blur of warm wood tones, green monsteras, and the soft glow of a neon sign reflected in the window. The lighting is soft morning sun, giving him a warm, radiant glow.", "image_path": "images/iteration-0005/m07-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Warm, expressive amber eyes and a well-defined, symmetrical jawline. Nails the soft-boy aesthetic perfectly, though the frame is a bit slight.", "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 swimmer's build and broad but relaxed shoulders visible under his clothes. He has warm porcelain skin with a golden undertone. His face is a narrow oval with a soft jawline and high, gentle cheekbones. He has large, deep amber-brown eyes with dounturned outer corners and a double-lid fold, giving him a kind and approachable look. His nose has a straight bridge and a soft, slightly rounded tip, and his mouth is wide with a full cupid's bow and a slightly thicker bottom lip. His eyebrows are thick, dark, and naturally straight. His hair is a dark espresso color, 1A straight texture but styled into a tousled, messy bedhead look with a casual center part. He has a small, distinctive beauty mark located just below his right eye. His facial structure is reminiscent of Kentaro Sakaguchi but with a slightly softer chin and wider eyes. He is wearing a heavy, oversized cream-colored cable-knit sweater and is sitting at a light wood table in a sun-drenched Tokyo cafe. The lighting is soft and golden from a nearby window, creating a low-contrast, amateur iPhone-shot aesthetic. He is leaning forward slightly, one hand resting near a ceramic latte cup, captured in a stopping-to-chat pose.", "image_path": "images/iteration-0005/m07-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong eye contact with warm amber eyes, and a well-defined jawline despite the soft-boy styling. Very good looking but lacks the raw masculine frame for an 8.", "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 powerful V-tapered build with broad shoulders and thick trapezius muscles visible through a black cotton tank top, his chest mass prominent and arms defined with visible vascularity. His face is a wide square shape with a heavy, clean-shaven jawline and deep-set amber-brown eyes, his facial structure reminiscent of Gabriel Luna but with a much gentler, approachable expression. He has a short, dark buzz cut and thick, straight eyebrows with a small vertical scar on the left arch. His nose is straight but slightly widened at the bridge, and his right ear shows the distinctive thickened texture of a jiu-jitsu cauliflower ear. He is resting against a black heavy bag inside a S\u00e3o Paulo fight gym, with soft natural light from a high window illuminating the faint sheen of sweat on his forehead and the blurred textures of blue wrestling mats in the background.", "image_path": "images/iteration-0005/m08-seed1.png", "attractiveness": 4, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 6.0, "reason": "Skin texture is rough and uneven, expression is blank rather than a 'gentle smile', and the overall vibe is a bit too intense/sweaty without the balancing warmth requested.", "failure_tags": [ "bad_skin", "awkward_expression" ] }, { "persona_id": "m08", "persona_name": "Renan", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Brazilian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a warm olive skin tone and a ripped, V-tapered torso featuring broad shoulder breadth and defined upper chest mass visible beneath a black ribbed tank top. He has a wide square face with a sharp jawline and a facial structure reminiscent of Diego Luna but with a thicker neck and a more prominent brow ridge. His eyes are deep-set almond shapes in a warm amber-brown color, sitting under straight, thick natural eyebrows. His hair is a dark espresso 1A pin-straight short fade, damp with a light sweat sheen from training. He features a distinctive jiu-jitsu cauliflower ear on his right side and a small, faded scar at the edge of his left eyebrow. He wears a surprisingly gentle asymmetric smile that softens his tough exterior. The background is a grit-lit Sao Paulo fight gym with textured blue floor mats and heavy punching bags in the soft-focus distance. The framing is a medium shot with natural overhead lighting, capturing a raw and authentic stop-and-talk moment.", "image_path": "images/iteration-0005/m08-seed2.png", "attractiveness": 4, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 6.0, "reason": "Narrow shoulders and a very boyish, underdeveloped frame for an MMA fighter persona. Skin texture is rough and sweaty in an unappealing way. Lacks the rugged maturity expected.", "failure_tags": [ "narrow_shoulders", "weak_frame", "boyish_when_mature_intended", "bad_skin" ] }, { "persona_id": "m09", "persona_name": "Wyatt", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome American man, early 30s, eyes looking at camera, his mouth slightly parted. He has a rugged V-tapered frame with exceptionally broad shoulders and a thick, powerful neck visible above the collar of a worn, sun-faded navy flannel shirt. His skin is a weathered bronze-tan with warm golden undertones from years of outdoor labor. He has a heavy square face with a sharp, prominent jawline and facial structure reminiscent of Cole Hauser but with a more defined chin and slightly deeper-set eyes. His eyes are an intense steel-blue with dark outer rings, framed by thick straight eyebrows. He has a straight, strong nose bridge and a dense, dark-brown stubble beard covering his lower face. A distinctive thin, horizontal scar sits high on his left cheekbone. He is wearing a weathered dark felt cowboy hat that casts a soft shadow across his forehead, though his gaze remains clear. He is leaning casually against a weathered timber fence post on a Montana ranch during the golden hour, the soft late-afternoon sun catching the fine dust in the air behind him. The shot is a medium close-up, capturing his chest and shoulders, with his hair texture visible as dark 1B straight sideburns peeking from under the hat.", "image_path": "images/iteration-0005/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 broad masculine frame. Nails the Rip Wheeler vibe 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 American man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a rugged, v-tapered muscular frame and broad shoulders emphasized by a worn, faded navy flannel shirt with the sleeves rolled up to show thick, sun-browned forearms. He has a warm weathered skin tone with golden undertones and a sharp, wide square jawline covered in rough three-day stubble. His facial structure is reminiscent of Cole Hauser but with a more prominent chin and deeper-set eyes. He has deep-set, steel-blue eyes framed by thick, straight natural brows, a straight nose bridge with a small vertical scar near the bridge, and a wide mouth with a thin upper lip. A dusty black felt cowboy hat is tilted slightly forward, casting a soft shadow over the top half of his face while keeping his eyes and parted mouth clearly visible. He is leaning against a rough-hewn cedar fence post in rural Montana during the golden hour, with a soft-focus background of a distant red barn and rolling yellow fields. The lighting is natural and directional, highlighting the corded muscles of his neck and the texture of his weathered skin.", "image_path": "images/iteration-0005/m09-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking rugged appeal. Broad shoulders, sharp square jawline, and intense piercing blue eyes. 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 warm olive skin tone and golden undertones, appearing as a focused PhD student. He has a narrow oval face with a sharp jawline, deep-set almond-shaped eyes of a deep amber-brown color, and thick, straight natural eyebrows with a small character-adding gap in his left brow. His nose has a straight bridge with a defined, slightly pointed tip. He wears rectangular matte-black glasses slightly pushed up his nose. His hair is a 2B texture, dark and thick, styled in a messy side-part as if he\u2019s been running his hands through it while studying. His frame is a lean but defined swimmer's build with broad shoulders and visible upper chest mass straining slightly against a forest-green fitted cotton henley shirt. His facial structure is reminiscent of Dev Patel but with a more pronounced, squared chin and a slight gap between his front teeth. He is seated at a wooden desk in a Stanford library during golden hour, with warm sunlight streaming through large windows creating a natural glow on his skin and highlighting a small beauty mark just below his right eye. The background shows blurred rows of leather-bound books and a soft lens flare, capturing a scholarly \"stop-and-talk\" moment.", "image_path": "images/iteration-0005/m10-seed1.png", "attractiveness": 5, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 6.8, "reason": "Average looking guy. No major flaws, but lacks standout features. The frame is okay but not particularly 'ripped' as prompted, and the jawline is somewhat soft.", "failure_tags": [ "soft_jawline", "generic_face" ] }, { "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. He has a narrow oval face with a sharp, defined jawline and high, prominent cheekbones. His eyes are deep amber-brown, almond-shaped and intelligent behind thick-rimmed black academic glasses. He has a straight Roman nose with a high bridge and a full cupid's bow mouth. His hair is a 2B texture, thick and charcoal-black, styled in a messy side-part that looks like he\u2019s been running his hands through it. He has a small, distinct beauty mark just below his left eye and a slightly crooked, charming smile. His frame is a lean but defined swimmer's build with broad shoulders and visible upper chest mass beneath a charcoal-grey fitted ribbed henley. His facial structure is reminiscent of Dev Patel but with a more pronounced jawline and thicker, natural eyebrows. He is leaning against a dark wood bookshelf in a sun-drenched library during golden hour, with warm light catching the dust motes and his dark hair. The shot is a medium-close-up, capturing him from the mid-torso up, one hand reaching up to push his glasses back onto the bridge of his nose.", "image_path": "images/iteration-0005/m10-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking golden-brown eyes, strong square jawline with perfect stubble, and broad shoulders filling out the henley. Definitely top 15%.", "failure_tags": [] }, { "persona_id": "m11", "persona_name": "Yanis", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome French-Algerian man, his eyes looking at camera, his mouth slightly parted. He is thirty-two years old with a V-tapered torso, broad shoulder breadth, and well-defined muscular forearms visible as his white chef coat sleeves are rolled to the elbow. He has warm olive skin with a golden undertone. His face is a sharp-edged square shape with a prominent, chiseled jawline covered in dark day-old stubble. He has deep-set almond eyes of a dark liquid-amber color, set under low, thick, and slightly arched black eyebrows. His nose is a straight Roman bridge with a defined tip, and his mouth is wide with a full cupid's bow. His hair is dark, textured 2B waves, kept short on the sides but messy and volumized on top as if he\u2019s been working in heat. His forearms are heavily decorated with intricate geometric Berber-inspired black ink tattoos. His facial structure is reminiscent of a younger Oscar Isaac but with a sharper chin and more pronounced cheekbones. He is standing in the dim, warm-toned lighting of a high-end Marseille kitchen, with stainless steel surfaces and blurred copper pans in the background. The lighting is focused and dramatic, catching the slight sheen of exertion on his forehead. He has a small beauty mark near his left temple. He is leaning slightly against a prep table in a stop-and-talk pose, captured in a medium shot on an iPhone.", "image_path": "images/iteration-0005/m11-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, intense dark eyes, and broad shoulders leaning forward create a commanding presence. Nails the smoldering chef vibe perfectly.", "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 V-tapered torso, broad shoulders, and a thick neck. His skin is a warm olive with golden undertones. He has a narrow oval face with a very sharp jawline, deep-set almond-shaped eyes that are near-black with a slight olive cast, and straight thick natural eyebrows. His nose is a straight Roman profile with a high bridge. He has a thin top lip over a fuller bottom and wears a dark day-old stubble. His hair is short and dark with a 2B beachy texture, looking slightly damp from the heat of the kitchen. A small, faint scar is visible near his left temple. His facial structure is reminiscent of Tahar Rahim but with a much broader jaw and deeper-set eyes. He is wearing a white double-breasted chef\u2019s coat with the sleeves rolled up to his elbows, revealing intricate black-ink geometric tattoos on his tan, muscular forearms. He is standing in a high-end Marseille restaurant kitchen, illuminated by warm golden tasting-menu spotlights that create a smoldering effect against the stainless steel background. The shot is a medium-close-up captured with an iPhone, featuring a light sweat sheen on his forehead from the kitchen heat and a focused, intense gaze.", "image_path": "images/iteration-0005/m11-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Intense dark eyes and rugged stubble give him a solid masculine presence, but the sweaty/greasy skin texture and slightly awkward, stiff posture hold him back from a higher score.", "failure_tags": [ "awkward_expression", "bad_skin" ] }, { "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 tall, V-tapered torso and broad masculine shoulders visible through the sharp cut of a perfectly tailored navy pinstripe suit. He has a narrow diamond-shaped face with a razor-sharp jawline and high, prominent cheekbones. His eyes are narrow monolids with a piercing gaze, colored a deep obsidian black with a slight silver glint. His nose has a high, straight Bridge and a refined, narrow tip. His lips are thin with a very defined cupid's bow and a small mole just below the left corner of his mouth. He has thick, straight black hair styled in a polished side-part with a slight pompadour lift. His facial structure is reminiscent of Lee Min-ho but with a sharper chin and more deep-set eyes. He is standing in a high-rise Seoul office at dusk, leaning one hand against a floor-to-ceiling window overlooking the city lights. The lighting is cool and cinematic, catching the crisp texture of his white dress shirt collar and the matte finish of his silk tie. He has a reserved, magnetic presence, looking composed and professional in a candid moment.", "image_path": "images/iteration-0005/m12-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 3, "weighted_score": 6.800000000000001, "reason": "Strong jawline and intense, piercing gaze fit the K-drama CEO archetype perfectly. Mouth is completely closed, failing lipsync.", "failure_tags": [ "mouth_closed" ] }, { "persona_id": "m12", "persona_name": "Seojun", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a powerful V-tapered torso, broad shoulders, and a thick neck that fills out the collar of a perfectly tailored navy pinstripe suit. He has a narrow diamond face shape with a razor-sharp jawline and high, prominent cheekbones. His eyes are narrow monolids, deep-set and near-black with a cold, piercing intensity. He has a straight Roman nose with a defined columella and a small, bow-shaped mouth with a thin upper lip. His eyebrows are straight, thick, and meticulously groomed. His hair is glass-straight, jet black, and styled in a sophisticated side-part with a slight pompadour lift. On his left cheekbone, he has a tiny, subtle mole that breaks his otherwise porcelain-cool skin tone. His facial structure is reminiscent of Lee Min-ho but with a more predatory, sharper chin and deeper-set eyes. He is captured in a medium shot, standing confidently in a high-rise Seoul office with a floor-to-ceiling window behind him showing the hazy city skyline at dusk. The lighting is cool and professional, catching the sharp lines of his face and the expensive texture of his wool suit.", "image_path": "images/iteration-0005/m12-seed2.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 7.800000000000001, "reason": "Sharp jawline and intense, cold eye contact fit the K-drama CEO archetype well. The shirtless-under-suit styling is a bit absurd for a 'tech CEO' but the facial features are striking.", "failure_tags": [ "styling_dominates" ] }, { "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 warm olive-tan complexion and subtle sun-spots across the bridge of his nose. He has a lean swimmer's build, featuring defined collarbones, sloping athletic shoulders, and a wiry but toned upper torso visible as he stands shirtless on a beach at sunrise. His face is a narrow oval with a strong, square jawline and deep-set, crinkled sapphire-blue eyes that show faint laughter lines at the corners. He has a straight nose with a slightly rounded tip and a wide, asymmetric mouth. His hair is a messy, sun-bleached champagne blonde, thick and wavy with a sea-salt texture as if just dried by the wind. His facial structure is reminiscent of a young Heath Ledger but with a slightly more prominent brow and a small, distinctive circular scar near his left temple. The lighting is the soft, golden glow of dawn, casting long shadows across the wet sand behind him, with his surf board tucked under one arm. The shot is a medium-chest-up framing with a soft, natural blur in the background.", "image_path": "images/iteration-0005/m13-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and striking blue eyes. Fits the surfer aesthetic perfectly, but the expression is a bit stiff rather than the requested 'warm crinkled smile'.", "failure_tags": [ "awkward_expression" ] }, { "persona_id": "m13", "persona_name": "Finn", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Australian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean swimmer's build, featuring defined collarbones, long athletic limbs, and a lithe V-tapered torso visible as his black wetsuit is peeled down to his waist. His skin is a deep sun-kissed tan with warm golden undertones and a slight sheen from sea salt and ocean spray. He has a narrow rectangular face with a sharp, clean jawline and deep-set, narrow almond eyes the color of bright sea-glass blue, framed by faint crinkles from smiling. His nose has a straight bridge and a slightly squared tip, and his lips are medium-full with a subtle asymmetric lift. His hair is a thick 2B beachy wave texture, sun-bleached to a pale flaxen blonde, appearing damp and messy from a morning surf session. He has a straight set of sun-lightened eyebrows and a distinctive constellation of light freckles across his nose bridge. Facial structure reminiscent of young Heath Ledger but with a more narrow, refined chin. He is standing on a golden sand beach at sunrise, the sky fading from soft violet to hazy orange behind him, captured in a casual mid-shot with the natural, soft morning light of an amateur iPhone photo.", "image_path": "images/iteration-0005/m13-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking blue eyes, strong square jawline, and a lean, defined swimmer's build. Very attractive, but the wetsuit styling is a bit odd.", "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-British man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a sharp, narrow oval face and a prominent Roman nose with a high bridge. His eyes are a deep amber-brown, almond-shaped and hooded, framed by thick, straight natural eyebrows. He has a well-defined V-tapered torso with broad shoulders and a thick neck, his facial structure reminiscent of an edgier Riz Ahmed but with a much sharper, more aggressive jawline and a slightly asymmetric smirk. His hair is jet-black, 1A pin-straight, slicked back with high-shine pomade but with a few stray strands falling over his forehead. He has a small, distinct beauty mark just below his left cheekbone and a warm olive skin tone with a golden undertone. He is captured in a stop-and-talk pose on a rainy Mayfair street at night, the yellow glow of a luxury storefront reflecting off his black designer leather jacket. The jacket is unzipped, worn over a simple white premium cotton tee. The lighting is moody and cinematic with soft lens flares from streetlights, giving the amateur iPhone shot a high-contrast, wealthy-nightlife atmosphere.", "image_path": "images/iteration-0005/m14-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: sharp, angular jawline, intense deep-set amber eyes, and thick, expressive brows. Nails the arrogant rich-kid persona perfectly.", "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 warm olive skin tone and golden undertones. His face is a sharp diamond shape with a cut jawline and high, prominent cheekbones, featuring a facial structure reminiscent of an edgier Riz Ahmed but with a slightly wider bridge to his nose and a more pronounced cleft in his chin. He has deep-set, near-black eyes with thick, dark lashes and straight, groomed eyebrows that sit low over his brow bone. His hair is jet-black, thick, and slicked back with a high-shine pomade, though a single strand has fallen loose over his forehead. He wears a bratty, entitled smirk that lifts the left corner of his full, well-defined lips. He has a lean but defined swimmer's build with broad shoulders and a thick neck, visible as he leans against a matte black supercar. He is dressed in a butter-soft, black designer leather jacket worn over a simple white premium cotton t-shirt. The scene is set on a rain-slicked street in Mayfair at night, with the warm yellow glow of high-end storefronts and blurry neon signage creating a bokeh effect in the background. The lighting is a mix of cool street lamps and the warm amber flash of his lighter as he holds it unlit in one hand, creating a high-contrast, candid night-life aesthetic.", "image_path": "images/iteration-0005/m14-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and intense, dark eyes give him a striking look. The slicked hair and smirk fit the persona perfectly, though the overall vibe leans a bit too heavily on styling.", "failure_tags": [] }, { "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 deep mahogany skin tone and warm golden undertones. He has a strong square jawline, a wide-set nose with a straight bridge and rounded tip, and large almond-shaped eyes in a rich amber-brown shade. His facial structure is reminiscent of Michael B. Jordan but with more prominent, high cheekbones and a slight gap between his front teeth that shows in his easy, approachable smile. He has a crisp fade haircut with tight coils on top and well-groomed, thick straight brows. He possesses a powerful V-tapered build with broad, heavy shoulders and thick neck muscles visible above the collar of his navy blue cotton station t-shirt. He is standing in a brightly lit Chicago fire station garage, leaning casually against the front of a red engine with natural daylight streaming in from the large open bay doors behind him. The shot is a medium-close-up, capturing his friendly, hero-archetype warmth in a casual, unposed moment.", "image_path": "images/iteration-0005/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 fit the athletic firefighter persona perfectly. Above average but lacks the undeniable striking quality for an 8.", "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. He has a strong square jawline, a narrow Roman nose with a defined columella, and deep-set amber-brown eyes. His hair is a clean, short 4C buzz cut with a precision-lined beard that frames a wide, approachable smile showing a slight gap between his front teeth. He has a thick neck and broad, V-tapered shoulders that stretch the fabric of a navy blue cotton fire station t-shirt, with defined upper chest mass and muscular forearms visible. His facial structure is reminiscent of Trevante Rhodes but with a softer, more rounded brow and thicker lashes. He is leaning against a red fire engine inside a sun-drenched station house garage, the natural daylight catching a light sheen of sweat on his forehead. The framing is a medium shot from the waist up, capturing a stop-and-talk pose that radiates a gentle, heroic warmth.", "image_path": "images/iteration-0005/m15-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, warm symmetrical smile showing teeth, and broad shoulders tapering to a narrow waist. Excellent eye contact and natural charisma.", "failure_tags": [] }, { "persona_id": "m16", "persona_name": "Theo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome German man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with an intentionally slim, wiry frame and narrow, elegant shoulders that lack any athletic bulk, creating a delicate intellectual silhouette. His face is a narrow heart-shape with exceptionally sharp cheekbones and a tapered jawline, featuring a facial structure reminiscent of a leaner Adam Driver but with more delicate features and thinner lips. His deep-set almond eyes are a dark charcoal-gray, framed by remarkably long and thick black lashes. He has a narrow Roman nose with a high bridge and a straight profile. His dark-brown hair is shoulder-length and slightly tousled in a lived-in 2A wave, tucked behind one ear. He is wearing a worn, oversized cream knit cardigan over a loose off-white linen shirt that drapes over his lean torso and long neck. He sits in a sun-drenched Berlin cafe, the late afternoon golden light illuminating his pale porcelain skin and highlighting a small, dark mole just below his left cheekbone. His slender fingers are visibly stained with dark fountain pen ink near the tips.", "image_path": "images/iteration-0005/m16-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking 'delicate intellectual' look. Standouts: piercing light eyes with thick lashes, sharp angular jawline, and a perfectly styled tousled mane. Nails the lean, poetic 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 pale porcelain skin tone and cool blue undertones. He possesses an intentionally slim and angular frame with narrow, delicate shoulders, long limbs, and a lean neck that emphasizes his wiry, non-muscular build. His face is a sharp diamond shape with high, protruding cheekbones, a narrow jawline, and a deep-set pair of large, heavy-lidded slate-gray eyes framed by thick, long dark lashes. He has a straight, thin Roman nose and a small, well-defined mouth with a prominent cupid's bow. His hair is shoulder-length, dark espresso brown with a 2A fine texture, worn in a messy middle part as if he has been running his hands through it while writing. His facial structure is reminiscent of a younger, leaner Adam Driver but with more delicate features and a narrower chin. He is wearing a worn, oversized cream wool cardigan over a loose-fitting white linen shirt that hangs loosely on his slight torso. His long, thin fingers are visible resting on a wooden table, showing faint dark blue ink stains on the tips. He is sitting in a sun-drenched Berlin cafe during late afternoon, with soft golden light filtering through a large window, creating a quiet and intellectual atmosphere.", "image_path": "images/iteration-0005/m16-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking 'delicate intellectual' aesthetic. Standouts: sharp, angular cheekbones; intense, clear blue eyes; and a strong, defined jawline that anchors the lean frame 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, porcelain skin tone and a cool ivory undertone. He has a slender, elongated frame with narrow shoulders and a thin neck, emphasizing a delicate and cerebral build rather than athleticism. He has a narrow oval face shape with a soft jawline and high, subtle cheekbones. His eyes are soft monolids with a gentle, focused gaze, a deep obsidian-black in color. His nose is straight and slender with a refined, narrow bridge. He has a small, bow-shaped mouth with thin, symmetrical lips and a quiet, careful expression. His thick, ink-black hair is styled in a precise 1A pin-straight middle-part that frames his forehead. He wears delicate silver wire-rim round glasses and a crisp, fitted off-white linen shirt buttoned all the way to the top collar. A small, faint mole is visible just below his right eye. His facial structure is reminiscent of Lee Jong-suk but with a narrower jaw and more pronounced, intellectual thinness. He is seated in a quiet, sun-drenched Seoul bookshop, leaning slightly forward over an open academic text on a dark wood table. Soft, natural light from a nearby window illuminates the dust motes and the fine texture of his linen shirt, creating a scholarly and intimate atmosphere.", "image_path": "images/iteration-0005/m17-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Clean, symmetrical features and nice hair, but the intentionally narrow shoulders and very soft jawline make him look a bit too boyish for my taste. Fits the cerebral persona perfectly, though.", "failure_tags": [ "narrow_shoulders", "soft_jawline", "boyish_when_mature_intended" ] }, { "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 a mid-20s PhD candidate with a porcelain skin tone and a cool undertone. He possesses a slim, non-muscular build with narrow, elegant shoulders and a long, graceful neck that emphasizes his intellectual, lean silhouette. His face is a narrow oval with a sharp, refined jawline and soft, deep-set monolid eyes in a dark obsidian-black. He has a straight, delicate nose bridge and a small, thin-lipped mouth with a distinct cupid's bow. His hair is a jet-black, silky 1A texture, styled in a precise middle-part that frames his round, silver wire-rimmed glasses. He has thin, straight brows and a small, distinctive mole just below his right eye. His facial structure is reminiscent of Park Bo-gum but with a narrower chin and more pronounced cheekbones. He is captured in a quiet, sun-drenched Seoul university library, seated at a dark wood table piled with old philosophy texts. He wears a crisp, fitted off-white linen shirt buttoned all the way to the collar. The lighting is soft and natural, streaming from a nearby window, creating a serene, scholarly atmosphere.", "image_path": "images/iteration-0005/m17-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Clean, symmetrical features and nice hair, but the frame is very narrow and the overall vibe is a bit too soft/boyish for my taste. Fits the prompt perfectly, though.", "failure_tags": [ "narrow_shoulders", "boyish_when_mature_intended" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 1, "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 an elegant dancer\u2019s build, characterized by long limbs, a narrow waist, and slim, refined shoulders that emphasize line and grace rather than bulk. His skin is a warm olive with a golden undertone. He has a sharp diamond-shaped face with high, prominent cheekbones and a chiseled, tapered jawline. His deep-set almond eyes are near-black with a slight olive cast, set under high-arched, thin, feathered eyebrows. His nose has a straight Roman bridge with a narrow tip, and his mouth is a small, full cupid\u2019s bow with sharp peaks. His jet-black, pin-straight hair is gathered into a neat low ponytail. A distinctive tiny beauty mark is located just below his left eye. His facial structure is reminiscent of Timoth\u00e9e Chalamet but with a sharper jaw and slightly narrower eyes. He is captured mid-stretch, sitting on black marley flooring in a sunlit New York City dance studio, with a wooden barre and large mirrors visible in the background. He wears a black form-fitting mesh tank top that highlights his wiry, defined musculature and elongated posture. The image has a soft, natural-light, amateur iPhone-shot quality with a candid stop-and-talk feel.", "image_path": "images/iteration-0005/m18-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Striking dark eyes and sharp cheekbones, but the frame is extremely narrow and boyish, lacking mature masculine presence.", "failure_tags": [ "narrow_shoulders", "weak_frame", "boyish_when_mature_intended" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Italian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean, elongated dancer's build, featuring long limbs, a narrow waist, and slim, elegant shoulders that lack any gym-built bulk. His face is a sharp diamond shape with high, prominent cheekbones and a refined, narrow jawline. He has expressive almond-shaped eyes in a deep charcoal-brown and a straight, thin nose bridge. His lips are soft and full with a distinct, symmetrical cupid's bow. His dark chestnut hair is pulled back into a neat, low ponytail, revealing a small, distinctive mole just below his left jawline. His skin is a warm porcelain tone with a clear, healthy sheen. His facial structure is reminiscent of Timoth\u00e9e Chalamet but with a more mature bone structure and deeper-set eyes. He is captured in a sunlit New York City dance studio, positioned on the gray marley floor in a graceful mid-stretch, with a wooden ballet barre and floor-to-ceiling windows visible in the background. He is wearing a simple black ribbed tank top that highlights his wiry, athletic frame and defined collarbones. The shot is a medium-close-up with soft, natural morning light casting gentle shadows across the studio.", "image_path": "images/iteration-0005/m18-seed2.png", "attractiveness": 6, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 7.6, "reason": "Striking, angular face with intense dark eyes and a very lean, elongated dancer's frame. A bit too gaunt/boyish for my personal taste, lacking masculine presence, but undeniably fits the specific aesthetic requested.", "failure_tags": [ "boyish_when_mature_intended", "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 lean but defined frame, featuring a slender neck and delicate collarbones. Her face is a soft heart shape with a gentle jawline and high cheekbones. She has wide-set, deep hazel-green eyes with long natural lashes and a small, slightly upturned nose. Her mouth is shaped with a full bottom lip and a defined cupid\u2019s bow. She has a warm porcelain skin tone with a light dusting of freckles across her nose and a singular tiny beauty mark just below her left eye. Her soft auburn hair has a 2B beachy wave texture, styled in a casual half-up look with loose strands framing her face. She is wearing a thick, oversized cream-colored knit cardigan over a simple silk camisole. She is seated at a wooden table by a large window in a sun-drenched Austin coffee shop, with golden morning light illuminating her features and a blurred background of indoor plants. Medium shot, natural lighting, amateur iPhone-shot aesthetic.", "image_path": "images/iteration-0005/f01-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: piercing green eyes, full symmetric lips, and delicate freckles across 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 woman, mid-20s, eyes looking at camera, her mouth slightly parted. She has a heart-shaped face with a soft jawline, wide-set almond eyes of a warm hazel color with gold flecks, and a small upturned nose with a defined columella. Her warm porcelain skin with golden undertones features a light scattering of freckles across the bridge of her nose and upper cheeks, and she has a tiny dark mole on her neck just below her right earlobe. She possesses a lean but defined build with elegant collarbones visible. Her soft auburn hair has a 2B beachy wave texture and is styled in a loose, messy half-up clip with several stray strands framing her face. She is sitting at a wooden table in a sun-drenched Austin coffee shop, wearing a chunky-knit cream-colored oversized cardigan that slips slightly off one shoulder to reveal a thin-strapped lace-edged camisole. In front of her sits a ceramic mug with latte art and an open notebook. The scene is captured in soft natural window light with a shallow depth of field, creating a warm, bookish girl-next-door atmosphere. Shadows are soft, and the framing is a medium close-up, capturing her from the mid-chest up in a casual stop-and-talk pose.", "image_path": "images/iteration-0005/f01-seed2.png", "attractiveness": 9, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 9.399999999999999, "reason": "Top 5% standout. Striking hazel eyes, perfect natural freckle distribution, full symmetric lips with a slight part, and excellent bone structure. Nails the persona perfectly.", "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 a 28-year-old fitness coach with a radiant warm olive skin tone and a golden undertone. She has a narrow oval face with a sharp jawline, high defined cheekbones, and deep-set almond-shaped eyes of a rich mahogany color. Her nose is narrow with a straight bridge and a tiny mole just above the right side of her upper lip, which is full with a sharp cupid's bow. She wears a confident, cocky-warm expression. Her dark hair is pulled into a high, sleek ponytail, showing off the 2C wavy texture of the lengths. She has a V-tapered athletic build with broad shoulders, a defined upper chest, and visible tone in her neck and collarbones. A small, minimalist geometric tattoo is visible on her inner left forearm. She is captured in a mid-chest shot, standing in a sun-drenched Miami boutique gym with palm trees visible through the glass in the background. She wears a simple black ribbed racerback tank top damp with a light sheen of exertion. The lighting is bright and natural, creating a soft flare that emphasizes the amateur, spontaneous feel of a stop-and-talk moment.", "image_path": "images/iteration-0005/f02-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: strong jawline, full symmetric lips, and intense dark eyes. Athletic build matches the persona perfectly. Missing the forearm tattoo and confident grin (expression is more neutral/intense).", "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 in her late 20s with a warm olive complexion and golden undertones, featuring a narrow oval face with a sharp jawline and high, defined cheekbones. She has deep amber-brown almond-shaped eyes with thick natural lashes, a straight nose with a slightly defined columella, and a full cupid's bow mouth showing a glimpse of her teeth in a cocky, confident grin. Her hair is a dark espresso brown, pulled back into a high, sleek ponytail with 2B beachy wave texture in the length. She possesses an athletic, V-tapered fitness coach build with broad sculpted shoulders, a defined upper chest, and toned arms, with a small black ink geometric tattoo visible on her inner left forearm. She is wearing a sage green ribbed athletic crop top that highlights her musculature. The setting is a sun-drenched Miami boutique gym with floor-to-ceiling windows and tropical plants in the background, captured in soft natural light that creates a healthy glow from exertion on her skin. The framing is a medium shot from the waist up, capturing her standing tall with a hand on her hip, exuding a magnetic stop-and-talk energy.", "image_path": "images/iteration-0005/f02-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: sharp jawline, full symmetric lips, and intense almond eyes. Athletic build matches the persona perfectly. Missing the forearm tattoo, but otherwise nails the confident fitness coach vibe.", "failure_tags": [] }, { "persona_id": "f03", "persona_name": "Yujin", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful Korean woman, eyes looking at camera, her mouth slightly parted. She is 24 years old with a lean and graceful dancer's build, featuring long limbs and an elegant neck. She has a narrow heart-shaped face with a sharp jawline and high, soft cheekbones. Her eyes are large, deep-set, and dark obsidian with a distinct double-lid and sharp, defined inner corners. Her nose is small and straight with a delicate, slightly upturned tip. She has a full cupid's bow mouth and straight, dark, well-groomed eyebrows. Her hair is 1A pin-straight, waist-length, and a rich espresso-black, currently styled in a casual half-up clip with soft face-framing strands. She has a tiny dark beauty mark just below her left eye. She is wearing an oversized pastel lavender cotton hoodie with the hood down, the thick fabric gathering around her slender shoulders. She is sitting in a brightly lit, minimalist Seoul cafe with large windows and pale wood textures in the background, captured in a medium-close-up shot. The lighting is soft morning sun, giving her cool porcelain skin a dewy, moisture-packed glow.", "image_path": "images/iteration-0005/f03-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Standouts: flawless dewy skin, large expressive doe eyes with sharp inner corners, and full symmetric lips. Perfectly captures the idol-trainee vibe.", "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 24 years old with a lean dancer's build and long, elegant lines. Her face is a soft heart shape with high, delicate cheekbones and a sharp, defined jawline. She has large, deep-set hooded almond eyes of a dark coffee-brown color with sharp inner corners and long, individual lashes. Her nose is a small button shape with a narrow bridge, and her lips are a full cupid's bow with a slightly blurred edge. Her skin is a luminous porcelain with a cool pink undertone and a dewy, glass-like finish, featuring a tiny beauty mark high on her left cheekbone. Her hair is waist-length, 1A pin-straight, and a glossy raven-black, parted down the middle with soft face-framing layers. She is wearing an oversized pastel lavender hoodie with extra-long sleeves that partially cover her hands. She is sitting in a brightly lit, minimalist Seoul dance studio with floor-to-ceiling mirrors reflecting the soft afternoon sun. The shot is a medium-close-up with a slight tilt, captured on a high-end smartphone with natural light and a shallow depth of field.", "image_path": "images/iteration-0005/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 large doe eyes with sharp inner corners, and full, perfectly shaped 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 mixed-race Black and Japanese woman, her eyes looking at camera and her mouth slightly parted. She is in her late 20s with a warm honey-olive skin tone and a dusting of freckles across her nose and high cheekbones. She has a narrow oval face, almond-shaped eyes that are a deep amber-brown with thick dark lashes, and a soft button nose. Her lips are a full cupid\u2019s bow with a slightly darker natural pigment on the edges. She has short-cropped 3C tight corkscrew curls that are dark espresso in color, styled in a messy but intentional side-part. She has a slim, elegant dancer\u2019s build with long collarbones and lean, graceful shoulders visible in a paint-stained oversized denim button-up shirt with the sleeves rolled to her elbows. The setting is a sun-drenched, cluttered Brooklyn artist\u2019s loft filled with canvases and plants; soft natural light filters through a large industrial window, catching the fine texture of her skin and a small silver hoop in her right nostril. She is leaning against a wooden drafting table, holding a thin charcoal pencil, looking focused yet calm in a quiet \"stop-and-talk\" moment.", "image_path": "images/iteration-0005/f04-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking mix of features: warm amber eyes, delicate freckles across the nose, and full, well-defined lips. Very attractive, natural look.", "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. Focused and calm, she is a 28-year-old artist with a narrow heart-shaped face, warm caramel skin with golden undertones, and a sharp jawline. Her eyes are a deep amber-brown, wide-set with a slight monolid shape and heavy lashes. She has a small, straight nose with a soft rounded tip and a full cupid\u2019s bow mouth featuring a slight gap between her front teeth. Her hair is a textured 4A salt-and-pepper coil, cropped short effortlessly around her head. She has a slim dancer\u2019s build with long elegant limbs and defined collarbones visible above the neckline of her oversized, paint-stained denim jacket. She is captured in a medium shot, sitting at a cluttered wooden table in a sun-drenched Brooklyn coffee shop, holding a charcoal pencil poised over a sketchbook. The lighting is soft morning sun from a nearby window, catching the dust motes in the air and a faint sheen of sweat on her forehead. A small constellation of freckles sits high on her cheekbones and across the bridge of her nose. The background is a bokeh-blurred interior of vintage books, plants, and the low hum of a quiet cafe morning.", "image_path": "images/iteration-0005/f04-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: large expressive hazel eyes, delicate freckles across the nose, and full symmetric lips. Very strong prompt match with the mixed ethnicity, curly hair, paint-stained denim, and coffee shop setting. Clean lipsync.", "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 an adult in her late 20s with a narrow heart-shaped face and a sharp jawline. She has large, deep-set pale gray eyes with a darker outer ring, a soft button nose with a rounded tip, and a full cupid's bow mouth with a tiny mole just above the left corner of her upper lip. Her hair is 2B beachy textured blonde waves, worn in a messy half-up clip with loose strands framing her face. She has cool porcelain skin with a light dusting of freckles across her nose bridge. She is wearing thin rose-gold wire-rim round glasses that catch the light of a Brooklyn afternoon. Her outfit is a chunky knit cream-colored cardigan layered over a high-neck floral print blouse. She is standing in a sunlit corner of a narrow library-aisle in Brooklyn, leaning slightly against a wooden bookshelf with her hands tucked into her cardigan pockets. The lighting is soft and natural, coming through a nearby window, creating a warm cottagecore atmosphere. Mid-chest-up shot, amateur iPhone photo quality, slight grain, candid expression.", "image_path": "images/iteration-0005/f05-seed1.png", "attractiveness": 6, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 7.6, "reason": "Slightly above neutral. Nice striking blue eyes, but otherwise plain features and somewhat messy styling that dominates the frame.", "failure_tags": [ "styling_dominates" ] }, { "persona_id": "f05", "persona_name": "Anya", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Polish woman, late 20s. Eyes looking at camera, her mouth slightly parted. She is standing between two towering wooden bookshelf aisles in a sun-drenched Brooklyn library, her lean and elegant frame leaning slightly against a ladder. She has a heart-shaped face with a soft jawline and high cheekbones, with a facial structure reminiscent of Saoirse Ronan but with a more pointed chin and wider-set eyes. Her eyes are pale gray-blue with a darker outer ring, shaped in a gentle downturned almond. She wears thin gold wire-rim round glasses perched on her straight, narrow Roman nose. Her hair is honey-blonde with 2B beachy waves, tucked haphazardly behind one ear in a messy side part. Her mouth is a small bow-shape with defined peaks and a slightly fuller bottom lip. A small constellation of three dark moles is visible on her right cheek near the ear. She has a cool porcelain skin tone with subtle blue undertones. She is wearing a dainty high-neck white lace blouse under a heavy, oversized chunky-knit cream cardigan that hangs off her slim shoulders. The lighting is soft and natural, streaming through a high library window to create a hazy, warm atmosphere with dust motes dancing in the background.", "image_path": "images/iteration-0005/f05-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Above-average. Two specific standouts: striking pale blue eyes framed well by the glasses, and full, well-defined lips. Styling dominates slightly, but the underlying facial structure is solid.", "failure_tags": [] } ], "aggregates": { "male_count": 36, "female_count": 10, "male_attractiveness_mean": 7.055555555555555, "male_attractiveness_stdev": 1.1041448285750994, "female_attractiveness_mean": 7.8, "female_attractiveness_stdev": 0.7483314773547882, "male_weighted_mean": 8.066666666666666, "female_weighted_mean": 8.64, "lipsync_adherence_mean": 9.847826086956522, "prompt_adherence_mean": 9.456521739130435, "failure_tag_histogram": { "generic_face": 3, "awkward_expression": 4, "bad_skin": 3, "narrow_shoulders": 5, "weak_frame": 2, "boyish_when_mature_intended": 5, "soft_jawline": 2, "mouth_closed": 1, "styling_dominates": 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": 0.02777777777777768, "female_drift": 0.09999999999999964, "lipsync_drift": 0.7173913043478262, "prompt_adherence_drift": 0.08695652173913082 } }