{ "iteration": 28, "timestamp": "2026-06-03T15:35:51", "wall_clock_seconds": 253.4, "prompt_snapshot_path": "prompts/iteration-0028.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. Late 20s, lean musician's build with sloping shoulders and defined collarbones visible through a thin charcoal henley, wiry forearms, narrow waist. Soft medium-brown hair with a slight natural wave, falling across his forehead and partially obscuring his eyes in that just-rolled-out-of-bed way. Face shape is narrow oval with a sharp jawline and a pointed chin; deep-set, downturned hazel eyes with a darker amber ring and heavy hooded lids that give him a perpetually introspective gaze. Straight nose with a slightly rounded tip, thin asymmetric mouth with a fuller lower lip and a subtle crookedness to his smile. Sparse light-brown eyebrows, mostly natural and unfussy. Pale cool undertone skin with barely-there freckles across the bridge of his nose. Distinctive feature: a small dark mole just above his right cheekbone. Facial structure carries the vibe of Timoth\u00e9e Chalamet mixed with Oscar Isaac and Phoebe Bridgers' boyfriend aesthetic, but with a heavier brow and sadder eyes that read more Brooklyn-loft-dweller than Hollywood. Sitting on a worn vintage amp in a dim loft corner, soft golden-hour light filtering through unwashed windows, casting half his face in shadow. Wearing the henley unbuttoned at the collar, a faded concert tee visible underneath. One hand resting on his thigh, the other near his side. His expression is quiet and withdrawn but present \u2014 the kind of stillness that suggests he's listening to something no one else can hear. Shot from a slight low angle, medium shot framing his torso and face, natural and unhurried.", "image_path": "images/iteration-0028/m01-seed1.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 5, "weighted_score": 6.800000000000001, "reason": "High, defined cheekbones with angular facial planes and deep-set dark brooding eyes are two legit standouts. Hair texture adds. Soft/boyish jawline and narrow neck hold this at 7, not 8. Eyes clearly averted off-camera; mouth only subtly parted.", "failure_tags": [ "eyes_averted", "soft_jawline", "boyish_when_mature_intended" ] }, { "persona_id": "m01", "persona_name": "Caleb", "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. Late 20s, lean musician's build with sloping shoulders and defined collarbones visible through a thin charcoal henley, wiry forearms, narrow waist. Soft medium-brown hair with a natural tousle, longer on top and falling across his left eye in that half-obscuring way, unstyled bedhead texture. Pale cool-toned skin with a faint stubble shadow along his jaw.\n\nFace shape is long and narrow with a sharp jawline and prominent cheekbones; his expression reads introspective and slightly melancholic. Deep-set dark brown eyes with a slight downturned quality, heavy lids that give him a perpetually tired, thoughtful gaze. Straight nose with a subtle bump in the bridge and a refined tip. Thin lips with an undefined cupid's bow and a slight asymmetric quality to his mouth\u2014one corner sits marginally lower than the other, giving him a natural half-smirk even at rest. Fair, barely-there eyebrows with a subtle arch. A small dark mole or beauty mark just below his left cheekbone adds character.\n\nFacial structure carries the vibe of Timoth\u00e9e Chalamet mixed with Oscar Isaac and Matty Healy, but with a quieter, more withdrawn intensity and a Brooklyn-loft-hermit refinement rather than red-carpet polish.\n\nSitting on the edge of an unmade bed in a dim loft space, late afternoon light streaming through a single window, casting half his face in soft shadow. One hand rests on his thigh; the other hangs loosely at his side. The moment feels stolen and unguarded\u2014the kind of photo taken by someone who knows him well, not posed, just existing in his own quiet world.", "image_path": "images/iteration-0028/m01-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 5, "weighted_score": 7.0, "reason": "Angular defined jawline and deep-set dark brown eyes with brooding hollowness are the two clear standouts. Wavy textured hair adds. Held at 7: visible skin blemishes across cheeks/forehead and notably narrow shoulders with weak frame prevent the 8.", "failure_tags": [ "eyes_averted", "bad_skin", "narrow_shoulders", "weak_frame" ] }, { "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. Mid-20s, athletic trainer vibe with a sun-warmed caramel complexion and a subtle golden undertone. Broad V-tapered shoulders straining slightly against a fitted gray tank top, defined upper chest visible through the fabric, thick sternocleidomastoid line and full forearms on display. Narrow waist that emphasizes the frame. Facial structure carries the vibe of Oscar Isaac mixed with Diego Luna and Gael Garc\u00eda Bernal, but with sharper cheekbones and a cockier edge \u2014 square-jawed face with a subtle strong jawline, warm deep-brown eyes set slightly wide and confident, thick straight dark eyebrows that almost touch in the middle, straight bridge nose with a rounded tip, and a wide full-lipped smile with a slight asymmetry that reads as knowing and easy. Black hair, freshly trimmed fade with textured length on top, slicked back casual. A small dark birthmark on his right collarbone. Sitting on a weathered wooden bench in bright Miami beach light, late afternoon golden hour, salt-dried from a recent swim, casual linen shorts visible, bare feet, sand-dusted. Soft warm shadows across his shoulders, the kind of careless confidence that only comes from knowing he looks good and not caring too much that he knows it. Amateur shot, natural and unguarded, the expression just before a text-back laugh.", "image_path": "images/iteration-0028/m02-seed1.png", "attractiveness": 6, "prompt_adherence": 8, "lipsync_adherence": 8, "weighted_score": 6.8, "reason": "Warm, natural smirk is the one genuine positive \u2014 readable charm. But jawline is soft/rounded, face reads boyish rather than 'knows it' confident, and seated position compresses frame so shoulder width doesn't register as gym-built.", "failure_tags": [ "soft_jawline", "boyish_when_mature_intended", "generic_face" ] }, { "persona_id": "m02", "persona_name": "Mateo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Mexican-American man, eyes looking at camera, his mouth slightly parted. Mid-20s Mateo with warm deep-brown skin and golden undertone, broad V-tapered shoulders and defined upper chest visible through a fitted gray tank top, thick neck with visible sternocleidomastoid line, full biceps, narrow waist. Square face with high cheekbones, deep-set warm amber-brown eyes with a slight downturned outer corner, straight nose with a defined tip, full lips with a natural asymmetric smile favoring his right side, subtle dimple on his left cheek only. Thick dark eyebrows with a slight arch, natural grooming. Slicked-back black hair with a high fade, still damp from ocean water or a shower. Facial structure carries the vibe of Oscar Isaac mixed with Pedro Pascal and Diego Luna, but with a sharper jawline and that specific easy confidence of someone who knows exactly how charming he is. Sitting on a weathered wooden lifeguard stand or casual beach bench in afternoon golden-hour light, Miami coastal backdrop slightly out of focus, barefoot or in simple white sneakers. Relaxed posture, one arm draped over his knee, that warm half-smile that reads like he's about to text you back. Soft natural light catching his skin and the humid salt-air haze. Amateur iPhone-shot aesthetic, candid and unpolished, the vibe of a moment caught between sets or post-swim.", "image_path": "images/iteration-0028/m02-seed2.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 5, "weighted_score": 6.800000000000001, "reason": "Warm amber-brown eyes with genuine smoldering intensity + clean defined jawline are the two clear standouts. Lean arms in tank confirm athletic build. Missing: no charming smile \u2014 expression is broody, not the cocky-warm energy. Shoulders look moderate seated, not gym-built standout.", "failure_tags": [ "eyes_averted", "low_chemistry" ] }, { "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. Late 20s, tall and lean with a swimmer's build\u2014long limbs, defined collarbones visible through his cream linen shirt, sloping shoulders that read elegant rather than broad. Cool fair skin with a subtle warm undertone.\n\nNarrow oval face with a soft jawline, deep-set monolid eyes in a warm dark brown with a slight olive cast, barely any lid crease but a natural heaviness that reads contemplative. Straight nose with a slightly soft tip, thin lips with a gentle cupid's bow, pale natural complexion. Sparse straight eyebrows, mostly natural and understated. Black hair, shoulder-length and slightly tousled\u2014the texture of someone who doesn't think much about styling, parted loosely to one side, a few strands falling across his forehead.\n\nDistinctive feature: faint dark ink smudge on the side of his right hand, visible near his wrist.\n\nFacial structure carries the vibe of Lee Dong-wook mixed with Park Seo-joon and Yoh Yoshinari but with a quieter, more introspective energy\u2014softer in the eyes, less calculated, more genuinely lost in thought.\n\nWearing an oversized warm gray cardigan over the linen shirt, sleeves rolled slightly at the wrists to show the ink marks. Seated casually by a window with soft afternoon light coming through, the kind of light that catches the fine details of fabric and skin without harshness. His expression is neutral and still, as if he's just paused mid-thought, the slight parted mouth giving him an open, approachable quality despite the quiet demeanor. Soft, amateur iPhone aesthetic\u2014natural and unposed, the candid moment of someone genuinely at ease.", "image_path": "images/iteration-0028/m03-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Sharp angular jaw with clean definition; soft monolid eyes holding direct, quietly intense gaze; exceptionally clear porcelain-smooth skin; full naturally shaped lips slightly parted. Cardigan over linen shirt is exact persona match.", "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. Late 20s, tall and lean with a runner's build\u2014long limbs, sloping shoulders with definition through the linen, elegant collarbones visible at the neckline, narrow waist. Skin warm honey-tan with neutral undertone.\n\nNarrow oblong face with soft monolid eyes set slightly close together, warm deep-brown irises with a quiet intensity, minimal crease on the upper lid. Straight nose with a delicate bridge and soft-rounded tip. Small, asymmetric mouth with a thinner upper lip and fuller lower lip, natural color. Straight dark brows, sparse and ungroomed. Black hair, 2B soft waves, chin-length or slightly longer, parted to one side and falling forward a little\u2014fresh bedhead from leaning over a desk.\n\nFacial structure carries the vibe of Lee Sung-kyung mixed with Kim Woo-bin and Gong Yoo, but with finer, more angular cheekbones and the gentle carriage of someone who spends hours bent over sketchbooks.\n\nWearing a soft oatmeal linen shirt under an oversized charcoal cardigan, sleeves rolled to mid-forearm. Both hands visible in frame, fingers stained with faint traces of India ink and graphite\u2014not fresh, but lived-in marks from days of drawing. Sitting at a desk or perched on a window sill in weak afternoon LA light, soft and diffused. Natural expression, calm and slightly absorbed, as if he's just paused mid-thought. Not smiling, but open. Photorealistic, amateur iPhone candid, slight grain, soft shadows. No studio lighting.", "image_path": "images/iteration-0028/m03-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Two real standouts: soft expressive monolid eyes holding calm direct eye contact, and clean even skin with well-balanced facial proportions. Hair volume frames nicely. Soft/rounded jaw and blank expression prevent scroll-stop. Above-average but not an instant right-swipe.", "failure_tags": [ "soft_jawline", "low_chemistry" ] }, { "persona_id": "m04", "persona_name": "Marcus", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted. Early 30s, Marcus stands behind a polished mahogany bar counter, leaning against it with casual ease. His fitted black button-up shirt is rolled to the forearms, revealing intricate geometric tattoos in deep black ink\u2014a mix of lines and symbols that suggest philosophical intent. Broad shoulders taper to a lean waist, defined upper chest visible through the fabric, thick neck and prominent sternocleidomastoid line, full forearms with visible musculature from years of bartending. Warm deep mahogany skin with neutral undertone.\n\nFacial structure carries the vibe of Michael B. Jordan mixed with Idris Elba and Oscar Isaac, but with sharper cheekbones, a narrower face shape, and a more introspective edge. Long oval face with a prominent jawline. Deep-set dark brown eyes\u2014near-black with slight warmth\u2014slightly hooded with naturally thick lashes. Straight bridge nose with a refined tip. Fuller bottom lip than top, clean-lined, with a subtle asymmetry that reads in a knowing half-smile. Straight, natural brows, medium thickness, minimal grooming. Low fade haircut, neat and precise, dark with a slight sheen. Small scar on his left cheekbone\u2014thin and pale, barely noticeable, the kind that tells a story he never brings up.\n\nSoft warm light filters through the bar's amber-tinted windows behind him, catching the gold rim of a rocks glass on the counter to his left. A worn philosophy paperback\u2014spine creased, pages slightly yellowed\u2014rests beside the glass. His expression is neutral-warm, the look of someone genuinely listening before you've even spoken. Late afternoon, quiet moment before the evening crowd arrives.", "image_path": "images/iteration-0028/m04-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Sharp angular jawline defined by clean goatee, broad shoulders visibly tapering to lean torso through fitted shirt, intense direct dark deep-set eyes with real commanding presence. Three concrete standouts \u2014 qualifies the 8.", "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, early 30s, eyes looking at camera, his mouth slightly parted. He's seated at the polished dark wood bar of an upscale Manhattan hotel lounge, late afternoon golden light filtering through tall windows behind him. His fitted black button-up shirt is rolled to the forearms, revealing intricate geometric and symbolic tattoos in crisp black ink\u2014mandala patterns, Sanskrit lines, dotwork constellations\u2014catching the warm light. His frame is lean but defined: broad shoulders tapering to a narrow waist, visible collarbones and defined upper chest through the fabric, strong forearms with natural muscle tone, a slightly longer neck with prominent sternocleidomastoid line. His face is a warm deep mahogany with a cool neutral undertone, angular and thoughtful\u2014long oval shape with a sharp, defined jawline and high cheekbones. His eyes are deep-set, almond-shaped, dark brown with an almost olive undertone, intelligent and observant. Straight nose with a refined bridge and slightly rounded tip. Full lips with defined edges, a natural wide mouth that reads as capable of both a genuine smile and contemplative silence. His eyebrows are straight and moderately thick, mostly natural with just a hint of grooming. His hair is closely cropped, dark with a subtle fade, neat and precise. A thin scar runs along his left jawline\u2014barely visible but real. Facial structure carries the vibe of Michael B. Jordan mixed with Trevante Rhodes and Mahershala Ali, but with a quieter, more introspective presence and sharper cheekbones. A worn philosophy paperback\u2014Camus or Epictetus\u2014rests on the bar in soft focus beside him. His expression is calm, grounded, the kind of attentiveness that comes from genuinely listening. Soft ambient bar lighting, natural and unposed, like a candid moment between guests, intimate but not staged.", "image_path": "images/iteration-0028/m04-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Sharp angular jawline with high cheekbone definition, broad muscular shoulders/forearms filling the fitted shirt with clear athletic taper, and direct intense dark-eyed gaze. Expression runs a touch flat but all three standouts are unambiguous.", "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. Late 20s, warm olive skin with golden undertone, sharp jawline softening into a rounded chin. Narrow oval face with deep-set dark brown eyes, slightly hooded lids, close-set and intense. Straight nose with a soft rounded tip, full lips with a slight asymmetric quirk to his smile\u2014the kind that reads boyish and disarming despite the harder edges. Thin dark eyebrows, mostly natural with a light arch. Shoulder-length dirty-blonde hair with a soft tousled texture, sun-bleached at the ends and falling slightly bedraggled across his forehead as if he just rolled out of bed or came off his board; part is loose and informal. Facial structure carries the vibe of Timoth\u00e9e Chalamet mixed with Oscar Isaac and a young Leonardo DiCaprio, but with sharper cheekbones and a more street-worn presence. Small scar above his left eyebrow from a skating fall years back.\n\nV-tapered lean athlete's build with broad shoulders visible even through the worn band tee, defined collarbones, wiry upper body from years on a board. Half-sleeve tattoo on his right arm\u2014intricate line work, geometric and organic mixed, peeking out from under a faded Sonic Youth or Black Flag tee. Ripped light-wash jeans at the thighs. Sitting casually on a low concrete ledge at the skate park during golden hour, late afternoon sun hitting his left side, warm and diffuse. Slight lean forward, relaxed posture, the kind of natural ease that reads \"about to start talking.\" Soft natural shadows under his eyes. Skin has a faint sheen from the heat and movement, not sweat but luminous from the light. Photorealistic, amateur iPhone aesthetic, natural color grading, no retouching. Intimate and candid.", "image_path": "images/iteration-0028/m05-seed1.png", "attractiveness": 8, "prompt_adherence": 7, "lipsync_adherence": 9, "weighted_score": 8.0, "reason": "Sharp angular jawline that photographs cleanly, genuinely textured wavy honey-blonde hair with natural movement, and direct warm brown eyes with soft honest expression. Lean frame. Reads ~19-21 not late-20s \u2014 too boyish for the intended age.", "failure_tags": [ "boyish_when_mature_intended", "wrong_age_range" ] }, { "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. Late 20s, lean but defined build with sloping shoulders and visible collarbones, wiry forearms\u2014facial structure carries the vibe of Timoth\u00e9e Chalamet mixed with Oscar Isaac and Mateo Borgogno but with a rounder, softer jaw and fuller lips that soften the edge. Narrow oval face, deep-set hazel eyes with a darker ring (warm brown with flecks of olive), straight nose with a slightly rounded tip, full cupid's bow with a small asymmetric gap in his smile that reads boyish and disarming. Dark wavy hair, shoulder-length and deliberately undone\u2014just-rolled-out-of-bed texture with some strands in his face, slight bedhead vibe. Natural eyebrows, straight and medium-thick. Light warm undertone skin with a slight weathered glow. \n\nHalf-sleeve tattoos on his right arm (line-work, minimalist designs visible at his forearm and bicep). Wearing a faded black band tee (vintage Sonic Youth or similar), ripped light-wash jeans at the knees, showing skin beneath. Seated casually on the edge of a concrete skate park bench or ledge, one knee bent, feet bare or in worn canvas sneakers partially visible. Golden hour sunlight hitting the side of his face, casting soft warm shadows, dust motes in the air around him. Slight texture to the light\u2014a raw, natural, documentary-style composition. Candid and unguarded, the kind of shot a friend would take, not a portrait session. Skateboard leaning nearby, just out of sharp focus. Amateur iPhone photography vibe, soft and grainy, no studio polish.", "image_path": "images/iteration-0028/m05-seed2.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 8, "weighted_score": 8.0, "reason": "Sharp angular jawline, voluminous dark curly hair with real texture, deep-set warm brown eyes with intensity, lean frame visible through tee. Three clear anatomical standouts \u2014 this would stop my scroll. Plain dark tee vs. band tee is the only persona miss.", "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. 35 years old, Italian-Greek heritage with warm olive skin and golden undertone. Facial structure carries the vibe of Oscar Isaac mixed with Mads Mikkelsen and Timoth\u00e9e Chalamet but with sharper, more angular cheekbones and a heavier jawline befitting a finance guy in his mid-30s rather than a brooding actor. Oblong face with a strong square jaw, defined but not aggressive. Deep-set dark brown eyes with an almost black cast, narrow and intense, holding steady confident eye contact. Straight Roman nose with a refined bridge and slightly defined tip. Full lips with a subtle asymmetric quality, slightly fuller lower lip. Thick straight eyebrows with a slight natural arch, dark and groomed but not manicured. Dark brown hair with natural silver threading at the temples and along the sideburns\u2014not dyed, genuinely salt-and-pepper. Hair is styled back and to the side, neat but lived-in, like he ran a hand through it this morning. Sparse dark stubble across the jawline and upper lip, one-day-old. Lean swimmer's build\u2014broad shoulders tapering to a narrow waist, visible collarbone definition, the kind of lean-muscular frame that comes from discipline rather than vanity. He's wearing a charcoal wool suit, unbuttoned at the collar with no tie, the fabric draping over his shoulders with intention. Natural soft window light, slightly warm, catching the silver at his temples. Shot from chest-up, slight three-quarter angle that emphasizes his jawline and confident posture. Candid, no-filter aesthetic\u2014not a corporate headshot, more like he paused mid-conversation in his Chicago office on an autumn afternoon.", "image_path": "images/iteration-0028/m06-seed1.png", "attractiveness": 9, "prompt_adherence": 7, "lipsync_adherence": 8, "weighted_score": 8.4, "reason": "Sharp angular jawline with clean stubble geometry; deep-set dark brown eyes with commanding direct gaze; prominent cheekbones casting strong facial shadow; full symmetrical lips. Four clear standouts justify top-5%. Slight uncanny AI-skin smoothness noted.", "failure_tags": [ "wrong_age_range", "uncanny" ] }, { "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. 35 years old with premature silver threading at the temples, warm olive skin with golden undertone, strong mature presence. Face shape is a squared jawline with high cheekbones, deep-set dark brown eyes with a slight downward slant, narrow straight nose with a defined bridge, full lips with a sharp cupid's bow and a subtle asymmetric smile. Thick dark eyebrows with a natural arch, salt-and-pepper hair slicked back casually, short and textured. Facial structure carries the vibe of Oscar Isaac mixed with Mads Mikkelsen and Luca Marinelli, but with a warmer, less austere edge \u2014 protective without coldness. Sparse dark stubble across a strong jaw and defined neck.\n\nMedium shot, chest-up framing. Wearing a charcoal wool suit jacket unbuttoned at the collar, no tie, white dress shirt with the top button undone, revealing a strong neck and sternocleidomastoid line. Broad V-tapered shoulders, defined upper chest visible through fabric, lean but muscular build with presence.\n\nSoft natural window light from the left, neutral background (blurred office or modern apartment interior), slight warmth in the shadows. Candid amateur iPhone photo, not retouched \u2014 the kind of frame someone might send on a weeknight. Confident, measured, at ease. No aggression, no coldness; the energy is grounded and trustworthy.", "image_path": "images/iteration-0028/m06-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 4, "weighted_score": 7.4, "reason": "Sharp angular jawline with defined bone structure, deep-set dark eyes delivering commanding direct gaze, striking silver-streaked hair swept back, broad shoulders filling the charcoal suit. Strong Mediterranean gestalt. Mouth clearly closed \u2014 lipsync fails.", "failure_tags": [ "mouth_closed" ] }, { "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. Soft oval face with a gentle jawline, large warm brown eyes with a slight downward tilt and a quiet brightness to them, monolid with a subtle inner-corner crease. Small straight nose with a rounded tip, full soft lips with a natural cupid's bow and an open, approachable expression\u2014the kind that invites conversation. Sparse natural eyebrows with a soft arch. Dark brown hair, shoulder-grazing length, tousled and slightly piece-y as if he just ran his fingers through it, a few strands falling across his forehead.\n\nLean but defined build, swimmer's shoulders with visible collarbones and an elegant line from neck to collarbone. Wearing an oversized cream-colored knit sweater, soft and slightly rumpled, sleeves rolled to his elbows revealing defined but slender forearms. Sitting at a small wooden table in a quiet Tokyo caf\u00e9, warm afternoon light filtering through a nearby window, catching the texture of the sweater. Relaxed posture, one arm resting on the table, a calm and genuinely sweet energy\u2014golden-retriever boyfriend warmth without any edge. Background slightly soft and out of focus: blurred caf\u00e9 counter, a few plants on shelves.\n\nFacial structure carries the vibe of Haruka Nagitsu mixed with Park Seo-joon and Hikaru Utada but with an androgynous softness and that distinctly open, vulnerable kindness. A small beauty mark just below his left collarbone, barely visible at the neckline of the sweater. Natural amateur iPhone photography, soft natural lighting, candid and unhurried.", "image_path": "images/iteration-0028/m07-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 7.6000000000000005, "reason": "Two clear standouts: tousled dark hair with natural layering that frames the face well, and warm direct eye contact with clean symmetric facial geometry. Jawline is genuinely soft/boyish which caps the ceiling \u2014 no third anatomical standout to push to 8.", "failure_tags": [ "soft_jawline" ] }, { "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. Mid-20s with an open, approachable expression and soft golden-retriever warmth radiating from his face. Facial structure carries the vibe of Ryo Yoshizawa mixed with Hiroki Narimiya and Takeru Satoh, but with larger, rounder eyes and a gentler jawline that reads younger and more vulnerable.\n\nSoft round face with a slight width at the cheekbones, a small pointed chin, and a natural boyish quality. Large warm brown eyes with a gentle downturned shape and slight hooding, deep-set with a calm, earnest gaze. Dark straight brows, natural and ungroomed. Small straight nose with a soft rounded tip. Thin top lip over a fuller bottom lip, closed but slightly parted at the center, giving a subtle vulnerable quality. Fair skin with a cool, creamy undertone and no visible blemishes.\n\nTousled dark brown hair, slightly tousled as though he just ran his hand through it or woke up moments ago, falling loosely across his forehead and ears. Light waves throughout, not quite straight, with a soft lived-in texture.\n\nLean swimmer's build \u2014 sloping shoulders, defined collarbones visible at the neckline, athletic but soft upper body that reads youthful and approachable rather than imposing. Wearing an oversized cream-colored knit sweater, slightly bunched at the wrists, the fabric draping loosely and emphasizing his lean frame. Seated at a small cafe table indoors, soft warm window light hitting his left side, creating gentle shadows across his face. Casual, candid moment \u2014 the kind of shot taken between sips of coffee, natural and unposed.", "image_path": "images/iteration-0028/m07-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.800000000000001, "reason": "Large warm dark eyes with genuine depth and expressiveness \u2014 clear standout. Second: smooth, even skin with solid facial symmetry. Tousled hair adds texture but soft jawline and flat neutral expression cap the ceiling; missing the 'sweet open' warmth that would push to 8.", "failure_tags": [ "soft_jawline", "low_chemistry" ] }, { "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. Late 20s, with a lean but powerfully defined V-tapered torso visible through a fitted black tank top \u2014 broad shoulders, sharp upper chest definition, sculpted core lines, thicker neck with prominent sternocleidomastoid, strong forearms. Warm deep-bronze skin with neutral undertone.\n\nFace: angular oblong with a sharp squared jawline and prominent cheekbones. Deep-set narrow almond eyes, dark brown with an almost black cast, slightly downturned at the outer corners giving a naturally intense gaze. Straight bridge nose with a defined columella and a slightly tapered tip. Wide, generous mouth with a fuller lower lip and a natural asymmetric smile \u2014 the gentleness reads in the slight softness around the corners, a contrast to the hard features. Dark eyebrows, straight and thick, with a natural slight gap. Black hair, short on sides with slightly longer textured top, tousled and present-moment casual.\n\nDistinctive feature: pronounced cauliflower ear on his right side \u2014 thickened and folded cartilage visible enough to read as lived-in jiu-jitsu history, but not grotesquely exaggerated.\n\nFacial structure carries the vibe of Oscar Isaac mixed with Wagner Moura and Avan Jogia, but with a more angular jaw, closer-set eyes, and the specific softness around the mouth that signals kindness beneath the fighter's exterior.\n\nShot from mid-chest up in a fight gym \u2014 concrete walls, heavy bag or ring ropes slightly out of focus behind him. Soft natural window light from the side, slight gym-sweat sheen on his skin. Candid, unguarded moment \u2014 not posed, not flexing, just present. Amateur iPhone aesthetic.", "image_path": "images/iteration-0028/m08-seed1.png", "attractiveness": 7, "prompt_adherence": 7, "lipsync_adherence": 8, "weighted_score": 7.2, "reason": "Defined angular cheekbones, lean muscular deltoids/arms clearly visible in tank, clean facial symmetry. Reads early-20s boyish rather than late-20s fighter. No cauliflower ear rendered; expression is stoic neutral, not the 'gentle smile' specified.", "failure_tags": [ "wrong_age_range", "low_chemistry", "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, late 20s, eyes looking at camera, his mouth slightly parted. Lean and densely muscular MMA fighter's build\u2014broad shoulders tapering to a narrow waist, defined upper chest and shoulders visible through a fitted black tank top, thick neck with prominent sternocleidomastoid line, forearms carved from years of grappling. Dark olive skin with warm undertone.\n\nNarrow oval face with a sharp jawline, deep-set dark brown eyes with a slight intensity, high prominent cheekbones. Straight nose with a slight Roman bridge and a defined tip. Full lips with a natural cupid's bow\u2014the expression carries a surprisingly gentle, almost vulnerable smile despite the fighter's build. Thick straight dark eyebrows with a slight natural arch. Short jet-black hair, neatly cropped, slightly textured on top.\n\nDistinctive feature: cauliflower ear on the left side\u2014visible scarring and thickening from years of jiu-jitsu, unmistakable mark of the sport. A thin white scar traces along his right cheekbone, barely visible but adds character.\n\nFacial structure carries the vibe of Oscar Isaac mixed with Wagner de Oliveira and Rodrigo Santoro, but with the weathered confidence and gentleness of someone who's learned that real toughness includes softness.\n\nShot from chest-up in a S\u00e3o Paulo fight gym\u2014rough concrete wall and heavy bag slightly out of focus behind him. Late afternoon natural light from an industrial window, warm and slightly golden. Casual, amateur iPhone-quality photo, candid mid-pause between drills. The contrast between his intimidating physique and that disarming smile is the whole vibe.", "image_path": "images/iteration-0028/m08-seed2.png", "attractiveness": 5, "prompt_adherence": 7, "lipsync_adherence": 8, "weighted_score": 6.0, "reason": "Narrow shoulders and soft jawline undercut the MMA fighter aesthetic hard. Lean but frame reads slight, not ripped. White cheek patch distracts. Face is plain \u2014 no standout jaw, cheekbones, or eye intensity. Reads early-20s, not late-20s.", "failure_tags": [ "narrow_shoulders", "soft_jawline", "boyish_when_mature_intended", "weak_frame" ] }, { "persona_id": "m09", "persona_name": "Wyatt", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome white man, eyes looking at camera, his mouth slightly parted. Early 30s, sun-weathered ranch hand standing in soft afternoon light filtering through a barn doorway, face tilted slightly down so his worn Stetson casts a shadow across his eyes, leaving his lower face and stubbled jaw visible. Deep tan line across his forehead where the hat usually sits, contrasting with a slightly lighter brow bone; the rest of his face is burnished mahogany with warm undertone, creased at the corners of his eyes from squinting in bright sun.\n\nFace shape is a squared-off oval with a pronounced jawline, high flat cheekbones, and a slightly prominent chin. Eyes are deep-set and narrow-set, pale gray-blue with a direct, unsmiling intensity\u2014the kind that registers as carved rather than soft. Straight dark eyebrows, thick and mostly natural with minimal grooming. Nose is straight with a slightly squared bridge and a blunt tip. Lips are thin-to-medium, asymmetric when neutral (left corner slightly higher), the kind that rarely breaks into a full smile. Stubble is dark and dense across his jaw and upper lip, about 3-4 days grown out. Hair is dark brown, medium length, messy bedhead texture visible under the hat brim.\n\nFacial structure carries the vibe of Josh Brolin mixed with Cole Hauser and Timothy Olyphant, but with a more lived-in weatheredness and a harder edge\u2014scars from ranch work, the particular exhaustion of someone who works sunup to sundown. Wears a faded red flannel shirt, sleeves rolled to the elbows, showing a V-tapered torso: broad muscular shoulders visibly straining the fabric, defined upper chest, thick forearms corded with work-muscle, narrow waist. No jewelry. The flannel is visibly worn, thin in places, authentic working-man wear.\n\nAmateur close-up shot, medium-close framing showing chest-up, natural soft light, no studio polish. Slight grain, real-world imperfection. Stop-and-talk conversational pose.", "image_path": "images/iteration-0028/m09-seed1.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 7, "weighted_score": 7.8, "reason": "Piercing pale-blue eyes command attention, sharp angular jawline with clean stubble framing, and visible broad shoulder-to-torso taper. Three clear standouts. Mouth gap is borderline \u2014 barely parted. Hat present but shadow barely grazing eyes vs. described 'across eyes.'", "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. Early 30s, weathered ranch hand lean-but-defined build with broad shoulders tapering to a narrow waist, visible upper-chest muscle through a worn unbuttoned burnt-orange flannel shirt layered over a faded cream thermal henley. Sun-damaged honey-tan skin with warm golden undertone, deep laugh lines bracketing his mouth, strong jaw shadowed with dark stubble. Face shape is angular oblong with a sharp squared jawline, deep-set dark-brown eyes with crow's feet, slightly hooded lids, narrow straight nose with a weathered bridge, thin top lip over a fuller bottom with an asymmetric slight smirk. Sparse dark brows, mostly natural and straight. Dark brown hair, short and tousled with a slight wave, recently under a cowboy hat \u2014 visible hat-crease and slight flattening across the crown. Thin scar through his left eyebrow, faint horizontal line across his right forearm visible at the shirt cuff. Facial structure carries the vibe of Luke Macfarlane mixed with Josh Holloway and Garrett Hedlund, but with a harder edge and deeper weathering than any of those three. Seated on a weathered wood fence rail outdoors, golden-hour ranch light, late afternoon, dust motes catching low sun. Raw, unguarded expression caught mid-moment. Shot from chest-up, slight low angle that catches the brim-shadow across his eyes.", "image_path": "images/iteration-0028/m09-seed2.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 9, "weighted_score": 8.2, "reason": "Sharp angular jawline, intense warm-brown eyes holding direct camera contact, broad shoulder frame visible under open shirt. Three concrete standouts clear. Sun-weathered skin texture adds rugged character. Would swipe right without hesitation.", "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. Late 20s, PhD student with an intellectual edge and an unexpected lean muscular build\u2014defined shoulders and chest visible through a fitted sage-green henley, strong forearms, narrow waist with visible muscle definition, the physique of someone who runs or climbs rather than lifts. Warm deep-brown eyes with a slight crease at the corners, rectangular face with a sharp jawline and prominent cheekbones, straight nose with a refined bridge, full lips with a natural slight asymmetry to his smile. Dark wavy hair, shoulder-length and slightly tousled as if he's been running his hand through it, parted off-center. Wire-rimmed glasses pushed up onto his forehead. Sparse but deliberate facial hair\u2014a few days of stubble across his jaw. A single small scar on his left temple, barely visible. Sitting at a wooden library table with an open textbook and notebook in soft focus behind him, afternoon golden-hour light streaming through tall library windows, warm and diffused. His posture is relaxed but alert, caught in a moment of quiet focus. Soft natural lighting, amateur iPhone candid, photorealistic, slight grain.", "image_path": "images/iteration-0028/m10-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 7, "weighted_score": 8.0, "reason": "Sharp-angled jawline with scruff adds maturity; visibly muscular arms filling henley sleeves deliver the 'ripped' promise; warm dark eyes hold confident direct contact; thick naturally wavy hair with real volume. Legitimately swipe-right territory.", "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. Late 20s, PhD student at Stanford with an effortlessly magnetic presence\u2014the rare blend of bookish intellectual and lean athlete. Slim but defined build, visible wiry muscle through a fitted sage-green henley, long athletic shoulders with elegant collarbone definition, narrow waist, the physique of someone who runs or swims rather than lifts.\n\nNarrow oval face with a sharp jawline, deep-set dark brown eyes with an intense but warm gaze, slightly hooded lids, intelligent expression. Straight nose with a refined bridge, small full lips with a natural curve, sparse but well-defined straight brows. Dark thick hair, slightly tousled as if he's been running fingers through it, black-brown with natural body. Warm deep brown skin with neutral undertone, smooth and luminous. Tortoiseshell-framed glasses pushed up onto his forehead\u2014the classic \"just-looked-up-from-reading\" gesture. One small beauty mark on his left jaw, barely visible.\n\nFacial structure carries the vibe of Kumail Nanjiani mixed with Riz Ahmed and Ranveer Singh, but with an understated intellectual intensity and a hint of restless energy\u2014the guy who's equally comfortable in a seminar or on a trail run.\n\nSeated at a wooden library table at golden hour, warm amber light streaming through tall windows behind him, dust motes visible in the air. Stack of open books and papers scattered around, a half-empty coffee cup nearby. Mid-shot, slight three-quarter angle, caught in a moment of pause\u2014looking directly ahead as if someone just spoke to him across the library. Soft natural light catches the side of his face and glints off his glasses. Amateur iPhone shot, warm and candid, slight depth-of-field blur on the background shelves.", "image_path": "images/iteration-0028/m10-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 6, "weighted_score": 7.2, "reason": "Two clear standouts: lean muscular arms showing real athletic definition through short sleeves, and a defined facial structure with visible cheekbones and clean jaw angle. Not scroll-stopping \u2014 jaw lacks sharpness, eyes behind glasses don't hold intensity. Solid above-average, right-swipe tier.", "failure_tags": [ "eyes_averted" ] }, { "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, early 30s, eyes looking at camera, his mouth slightly parted. Intense focused gaze with sharp, deep-set dark eyes and a penetrating stare. Narrow oval face with a sharp, defined jawline softened by day-old dark stubble across his chin and jaw. Straight nose with a refined bridge, full lips with a natural asymmetric curve. Thick, straight dark eyebrows with a slight natural furrow between them. Short, textured dark hair, tousled and slightly damp from kitchen heat.\n\nLean but defined build with broad shoulders, visible upper-chest definition through an unbuttoned or rolled white chef's coat, defined collarbones, strong forearms with visible dark tattoos (geometric patterns, perhaps a line design or script) visible from rolled sleeves. Narrow waist. Facial structure carries the vibe of Omar Sy mixed with Tahar Rahim and Mehdi Dehbi, but with a sharper, more austere intensity and a working-kitchen rawness rather than polished charm.\n\nStanding in warm, slightly amber kitchen lighting\u2014the glow of prep stations and pass lights\u2014soft shadows under his cheekbones and jawline accentuating the definition. Warm olive skin tone with a neutral undertone, slight sheen from kitchen heat. Candid mid-thought expression, as if he's just paused before tasting or plating something. Natural light and shadow, amateur iPhone framing, no studio polish. Marseille kitchen atmosphere\u2014real, focused, magnetic.", "image_path": "images/iteration-0028/m11-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Sharp angular jawline with clean stubble definition; deep-set dark eyes delivering genuine intense forward gaze; strong facial bone structure with lean angular face and visible character lines. Three clear anatomic standouts justify 8.", "failure_tags": [] }, { "persona_id": "m11", "persona_name": "Yanis", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome French-Algerian man, eyes looking at camera, his mouth slightly parted. Early 30s, sharp-jawed with a day-old dark stubble shadow along his chin and upper lip. Intense focused eyes\u2014deep brown with a slight olive cast, slightly hooded lids, close-set and piercing. Narrow oval face with high prominent cheekbones and a defined nose bridge with a straight profile and subtle hook at the tip. Dark thick brows, nearly straight, with a small natural gap in the center.\n\nLean defined build with broad shoulders and a tapered torso visible through rolled white chef's sleeves, upper chest and forearm musculature defined and present. Visible forearm tattoos\u2014geometric or script patterns, dark ink, one or both arms\u2014peeking from the rolled cuffs. Warm olive skin tone with golden undertone. Dark hair, almost black, slightly tousled and freshly dampened at the temples from kitchen heat, swept back with a loose piece falling across his forehead.\n\nFacial structure carries the vibe of Tahar Rahim mixed with Ad\u00e8le Exarchopoulos's intensity and Gilles Marini's sharp masculinity, but with a harder-lived intensity and a slight asymmetry in his smile\u2014the left corner slightly higher than the right, lending him an almost guarded charisma. Small distinctive scar through his left eyebrow, barely visible but breaking the line.\n\nWarm moody kitchen lighting from the line, low warm amber glow casting his face in shadow and highlight, sweat-slicked temple, standing in a pause between plating\u2014present, focused, magnetic. Tasting-menu kitchen energy. Romantic but entirely real.", "image_path": "images/iteration-0028/m11-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Sharp defined jawline with dense dark stubble, penetrating deep-set dark eyes locked hard on camera, broad shoulder-to-torso ratio filling the chef whites \u2014 three concrete standouts. Raw, slightly sweaty kitchen intensity sells the gestalt. Forehead furrow keeps it from 9.", "failure_tags": [] }, { "persona_id": "m12", "persona_name": "Seojun", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. Early 30s, Seoul tech CEO with a sharp, magnetic presence. Facial structure carries the vibe of Park Seo-joon mixed with Lee Min-ho and Song Joong-ki but with sharper, more austere cheekbones and a narrower face shape that reads disciplined rather than soft. Face is long and angular with a defined jawline, high sharp cheekbones, deep-set narrow eyes with a natural hooded lid and very dark brown irises that reflect cold intelligence, a tall straight bridge nose with a refined tip, and a thin mouth with a small cupid's bow and restrained upper lip. Eyebrows are straight, moderately thick, naturally groomed, dark. Lean defined build \u2014 broad shoulders visible through a perfectly tailored navy wool suit jacket, visible collarbones and neck musculature suggesting athletic discipline without bulk, crisp white dress shirt unbuttoned one notch. Black hair, dark brown-black, slicked back cleanly with a sharp side part, freshly styled with no stray strands. Skin is cool-toned, pale porcelain with a neutral undertone. Standing at floor-to-ceiling office windows overlooking Seoul's skyline at golden-hour dusk, city lights beginning to glow behind him. The expression is composed and reserved, jaw slightly tight, eyes direct but unsmiling \u2014 the exact moment before he decides whether to let you in. Professional, controlled, magnetic. Soft natural window light catching one side of his face. Stop-and-talk conversational stance, shoulders slightly angled toward camera. Photorealistic amateur shot with natural subtle imperfections, not retouched.", "image_path": "images/iteration-0028/m12-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 7.2, "reason": "Sharp angular jawline with clean geometry, high prominent cheekbones adding structural definition, and flawless even skin \u2014 three clear standouts. Cold reserved expression nails the archetype. Gaze is off-camera and mouth is sealed, killing lipsync.", "failure_tags": [ "eyes_averted", "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. Early 30s, Seojun has a sharp angular face with a narrow oval structure, high prominent cheekbones, and a defined jawline that reads almost severe. His eyes are deep-set and narrow, with a slight downturned inner corner and a natural monolid with a subtle crease\u2014dark brown, almost black, with an intensity that cuts. His nose is straight with a high bridge and a refined tapered tip. His mouth is wide with thin, precisely shaped lips and a slight asymmetry to his smile line. His eyebrows are straight, moderately thick, and ungroomed in that way expensive men ignore\u2014dark with a subtle natural arch. His hair is jet-black, styled in a sharp side part with a slight longer length on top, freshly cut, a single strand falling across his forehead in that effortlessly expensive way.\n\nBroad-shouldered with a V-tapered torso\u2014visible upper chest mass beneath a perfectly tailored navy suit, crisp white dress shirt, silver cufflinks catching light. Lean, defined neck with a visible sternocleidomastoid line. Slim wrists. His skin is cool porcelain with a slight neutral undertone. One small distinctive feature: a barely-visible thin scar running just under his left jawline\u2014barely noticeable, the kind that reads as lived-in rather than dramatic.\n\nHe's framed from mid-chest up in front of a floor-to-ceiling window, Seoul's skyline soft and out-of-focus behind him\u2014afternoon light, natural and diffuse. His posture is upright, poised, the frozen moment before or after a serious conversation. Reserved but magnetic. Soft natural light from the window, amateur iPhone quality, slightly candid despite the formal setting\u2014the kind of photo taken mid-workday that accidentally becomes iconic.", "image_path": "images/iteration-0028/m12-seed2.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 7, "weighted_score": 7.2, "reason": "Direct on-camera gaze with dark, steady eyes is the strongest asset; clean facial symmetry and smooth, even skin tone add up. Jaw is defined but rounded \u2014 not the knife-sharp cold-CEO edge. Above average, forgettable at scroll speed.", "failure_tags": [ "soft_jawline", "low_chemistry" ] }, { "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. Late 20s, lean swimmer's build with sloping shoulders, defined collarbones, and athletic upper body\u2014the physique of someone who paddles out every dawn. Sun-bleached blonde hair with natural salt-matted texture, slightly tousled from the ocean, falling across his forehead. Warm golden-tan skin with a subtle salt-dried texture and faint sun lines around his eyes. Face shape is long and angular with high cheekbones, a straight nose with a slightly rounded tip, and a warm, genuine smile with fine crinkles at the outer corners of his eyes\u2014the kind that comes from squinting into morning light. Deep-set blue-green eyes with a slightly downturned warmth, sun-weathered laugh lines visible. Sparse golden-brown stubble on his jaw and upper lip. Distinctive feature: a small pale scar above his left eyebrow, the kind surfers collect. Straight blonde brows, sun-bleached and naturally sparse. Thin lips with an asymmetric smile, left side lifting slightly higher\u2014unguarded and genuine. Facial structure carries the vibe of Oscar Isaac mixed with Chris Hemsworth and Timoth\u00e9e Chalamet but with a distinctly Australian salt-weathered ease and a leaner, more artistic frame than any of those three. Wearing a sun-faded rashguard or thin linen shirt, damp and clinging slightly from recent ocean time. Golden-hour light at a remote beach at sunrise, waves soft and textured behind him, wet sand beneath his bare feet, the sky a pale orange-pink. Shot from mid-shot to mid-thigh, natural light, no filter\u2014candid amateur iPhone photo with the warmth and grain of early morning coastal light.", "image_path": "images/iteration-0028/m13-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.800000000000001, "reason": "Two clear standouts: sun-bleached tousled blonde hair with natural multi-tone texture, and a genuinely warm crinkled smile showing teeth with real expressiveness. Soft, undefined jawline and slightly AI-generic face prevent 8.", "failure_tags": [ "soft_jawline", "generic_face" ] }, { "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, late 20s with sun-bleached blonde hair and a warm crinkled smile. Lean swimmer's build with sloping shoulders, defined collarbones, and athletic upper body\u2014the physique of someone who surfs every dawn. Salt-kissed tan skin with a golden warm undertone, a few faint freckles scattered across his nose and upper cheeks. Face shape is a relaxed oval with a slightly squared jawline; deep-set blue-green eyes with crow's feet from squinting into sun and salt spray, close-set and warm; straight nose with a rounded tip; full mouth with an easy, asymmetric grin that pulls slightly higher on one side. Disheveled sun-bleached blonde hair, shoulder-length with natural texture and salt-stiffened waves, tousled as if he's just come from the water\u2014still damp at the crown, lighter blonde at the tips from UV exposure. Light stubble shadows his chin and jawline. Facial structure carries the vibe of Oscar Isaac mixed with Chris Hemsworth and Heath Ledger, but with a softer, sun-worn ease and the weathered warmth of someone who spends his mornings in the ocean. Sitting on the wet sand at sunrise, wearing a faded navy rashguard with the sleeves rolled to his elbows, exposing his forearms and the casual muscle definition of a regular surfer. Golden-hour light catching the salt on his skin and hair, soft and natural, shot from a slight low angle that frames the beach behind him and the first light breaking over the water. Candid, unhurried, the vibe of someone pausing between the ocean and the day ahead.", "image_path": "images/iteration-0028/m13-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Strong 8: sharp stubble-framed jawline, striking blue-green eyes with direct warm engagement, broad-shouldered athletic frame visible through fitted shirt. Warm crinkle-smile with exposed teeth seals it. Slight AI-generic face quality prevents 9.", "failure_tags": [ "generic_face" ] }, { "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. Late 20s, sharp-featured face with a narrow oval structure and a defined jawline, deep-set dark brown eyes with a slight downward tilt at the outer corners, Roman-bridge nose with a refined tip, and thin lips with an asymmetric smirk playing at the left corner of his mouth. Facial structure carries the vibe of Timoth\u00e9e Chalamet mixed with Oscar Isaac and Rami Malek, but with a more angular cheekbones and a harder edge that reads spoiled and magnetic rather than introspective. Dark hair slicked back from his forehead with a few pieces falling loose near the temples, glossy from product, catching warm amber light. Broad shoulders wrapped in a black designer leather jacket worn half-open over a fitted cream silk shirt, the neckline loose and unbuttoned to his mid-chest, showing defined collarbones and a strong sternocleidomastoid line. Medium shot, seated in a dimly-lit Mayfair lounge or upscale bar, leaning back slightly with the casual confidence of someone used to being the richest person in the room. Warm overhead and side lighting casting subtle shadows across his face, skin tone deep warm olive with golden undertones. Slight five-o'clock shadow along his jaw. The expression is bratty and knowing, a half-smirk that reads entitled but undeniably charming. Photorealistic, amateur iPhone aesthetic, shot at eye level with shallow depth of field, soft evening light bleeding across the frame.", "image_path": "images/iteration-0028/m14-seed1.png", "attractiveness": 8, "prompt_adherence": 6, "lipsync_adherence": 9, "weighted_score": 7.8, "reason": "Sharp angular cheekbones with strong facial bone definition, deep-set dark eyes holding direct confident gaze, and a half-smirk with genuine screen presence. Three clear standouts. Hair is wavy/tousled \u2014 NOT slicked back as specified; ethnicity reads generic Mediterranean, not distinctly Iranian-British.", "failure_tags": [ "wrong_ethnicity" ] }, { "persona_id": "m14", "persona_name": "Cyrus", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Iranian-British man, eyes looking at camera, his mouth slightly parted. Late 20s, sharp-featured face with a narrow oval shape, high cheekbones, and a defined jawline that reads aristocratic without softness. Deep-set dark brown eyes with an almost black intensity, slightly hooded lids, and a natural downward tilt at the outer corners that gives him a perpetually unimpressed air. Straight nose with a refined bridge and a sharp tip. Full lips with a subtle asymmetric quality\u2014the left side of his mouth sits fractionally higher, anchoring that bratty smirk into his default expression. Dark thick brows, naturally groomed with a slight arch. Facial structure carries the vibe of Oscar Isaac mixed with Timoth\u00e9e Chalamet and Kit Harington, but with sharper cheekbones and a more deliberately careless energy. Slicked-back jet-black hair, sleek with product, a few loose strands falling forward at the temples in a way that reads intentional-but-effortless. Warm olive skin with a golden undertone, the kind that suggests late nights indoors offset by casual Mediterranean holidays.\n\nLean but defined build, narrow shoulders with sharp collarbones visible at the open neckline, athletic without bulk\u2014the frame of someone who trains because it's expected, not obsessed. Wearing a black designer leather jacket, slightly rumpled, worn half-open over a white silk shirt unbuttoned at the collar. Seated on a dark velvet chair or lounge edge in what reads as a Mayfair townhouse interior\u2014low moody lighting, a hint of amber from a table lamp catching his jawline. Slight five-o'clock shadow. The expression is a relaxed smirk, the kind that suggests he's been told he's charming one too many times and has stopped bothering to hide it.", "image_path": "images/iteration-0028/m14-seed2.png", "attractiveness": 7, "prompt_adherence": 7, "lipsync_adherence": 8, "weighted_score": 7.2, "reason": "Sharp angular jawline with clean definition and deep-set dark eyes anchored by thick expressive brows are genuine standouts. Lean narrow frame and slightly boyish read hold this at 7. Expression is blank-brooding, not the entitled smirk promised; hair tousled not slicked.", "failure_tags": [ "narrow_shoulders", "boyish_when_mature_intended", "low_chemistry" ] }, { "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. Early 30s, Devon is a firefighter with a commanding V-tapered build \u2014 broad shoulders tapering to a narrow waist, visible upper chest muscle definition beneath a fitted gray station house tee, thick neck and defined sternocleidomastoid line, full forearms. Warm deep mahogany skin tone with a subtle golden undertone. Face shape is square with a strong, pronounced jawline and high cheekbones. Eyes are soft and warm\u2014deep brown with an almost chocolate undertone, wide-set and slightly downturned at the outer corners, giving an approachable rather than intimidating air. Straight nose with a defined bridge and a rounded tip. Strong full lips with a natural cupid's bow and an easy, genuine smile that reaches his eyes. Thick straight brows, mostly natural grooming, a small distinctive scar running vertically through his left eyebrow. Hair is close-cropped fade, dark with clean lines, freshly groomed. Facial structure carries the vibe of Michael B. Jordan mixed with Idris Elba and Sterling K. Brown, but with softer eye warmth and a more approachable neighborhood feel rather than intensity. Standing in the station house garage bay, late afternoon natural daylight spilling in from high bay doors, casting warm amber light across his face and chest. Casual station-day pose, relaxed but present, the kind of moment before he'd lean against the truck bay and start telling a story. Photorealistic, amateur iPhone photography, soft natural light, no studio polish.", "image_path": "images/iteration-0028/m15-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Sharp angled jawline with clean goatee framing; broad shoulders + visible chest mass through fitted tee confirming V-taper; warm brown eyes holding direct confident gaze. Three clear standouts \u2014 solid top-15% face and frame.", "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. Early 30s, Devon is a firefighter with an athletic V-tapered build \u2014 broad shoulders tapering to a narrow waist, defined upper chest visible through his fitted station-issued red tee, thick neck with prominent sternocleidomastoid line, muscular forearms. His face is a warm square-to-rectangular shape with a strong, angular jawline and high cheekbones. Deep brown eyes, warm and approachable, sit wide-set above a straight nose with a slightly rounded tip; facial structure carries the vibe of Michael B. Jordan mixed with Idris Elba and Lakeith Stanfield, but with a more open, immediately trustworthy expression and softer eye contact. His mouth is fuller on the bottom with a natural, easy smile. Straight thick eyebrows, mostly natural. Dark closely-cropped hair with subtle texture. His skin is deep mahogany with a warm neutral undertone. Shot from the mid-chest up inside the station house garage, soft natural daylight streaming through the bay doors behind him, catching the side of his face and upper torso. He's standing relaxed with an approachable warmth, the kind of pose that reads like he's about to help someone or crack a good-natured joke. No visible scars or marks. The tee fits his frame well, sleeves riding on defined biceps. Photorealistic, amateur iPhone quality, natural light, candid and unpolished.", "image_path": "images/iteration-0028/m15-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 7, "weighted_score": 7.4, "reason": "Sharp angular jawline with defined chin geometry and lean athletic arms showing clear muscle definition are two real standouts. Nothing stops the scroll \u2014 eyes slightly off-axis, V-taper obscured by baggy tee, smile warm but not magnetic.", "failure_tags": [ "eyes_averted" ] }, { "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. Late 20s, with a lean wiry frame \u2014 narrow sloping shoulders, long limbs, and an elongated torso that reads as deliberately spare, the opposite of athletic bulk. His aesthetic is precision and line, not mass.\n\nFace: narrow oval with sharp, defined cheekbones, a long jawline, and an almost austere quality softened by deep-set, heavy-lidded eyes \u2014 pale gray-green with dark lashes that catch the light. His nose is straight and narrow with a delicate bridge. His lips are thin with a sharp cupid's bow and an asymmetric quality to his smile. Dark eyebrows are sparse and natural, slightly unkempt. His facial structure carries the vibe of Timoth\u00e9e Chalamet mixed with Oscar Isaac and Dev Patel, but with a quieter, more melancholic intensity and no vanity \u2014 the face of someone who hasn't considered his appearance in hours.\n\nSlightly tousled shoulder-length dark hair, almost black with a subtle warm undertone, falling loose and unbrushed. A few strands fall across his left eye. His skin is cool porcelain with a neutral undertone, luminous in the late-afternoon light.\n\nWearing a worn cream cardigan over a loose, oversized linen shirt that drapes on his lean frame without clinging \u2014 the fabric pools slightly at his wrists. His fingers are stained with dark ink around the knuckles and under the nails. Seated at a small wooden table in a Berlin cafe, golden late-afternoon light streaming through tall windows behind him, casting soft shadows across his face and hands. The expression is quiet, almost distant \u2014 the look of someone lost in thought mid-conversation, not performing. Soft, natural, amateur iPhone photography. No studio lighting, no polish.", "image_path": "images/iteration-0028/m16-seed1.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 8, "weighted_score": 8.0, "reason": "Razor-sharp angular cheekbones catching side-light, deep-set grey-green eyes with direct quiet intensity, tousled dark wavy hair framing the face perfectly. Three clear standouts. Slim build coheres with the delicate-intellectual brief. Looks 21-23, slightly under late-20s target.", "failure_tags": [ "wrong_age_range" ] }, { "persona_id": "m16", "persona_name": "Theo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome German man, late 20s, eyes looking at camera, his mouth slightly parted. Narrow oval face with sharp, prominent cheekbones, deep-set pale gray-blue eyes with a slight downturn at the outer corners and heavy dark lashes, straight bridge nose with a refined tip, thin lips with an asymmetric upper curve. Long dark brown hair, nearly shoulder-length and slightly tousled as if he's been running his ink-stained fingers through it, a few strands falling across his forehead. Fair skin with cool undertones. Facial structure carries the vibe of Timoth\u00e9e Chalamet mixed with Soren Bjar and Dev Patel, but with a distinctly introspective German melancholy and a small scar above his left eyebrow, nearly invisible unless the light catches it just right.\n\nSlim, intentionally angular build\u2014narrow sloping shoulders, lean wiry frame, long graceful arms visible beneath rolled sleeves of a loose cream linen shirt, worn under an oversized cream cardigan that drapes loosely on his slight frame. His hands rest casually on the caf\u00e9 table, fingers stained with ink from pen and fountain pen work. Sitting at a small marble-top table in a Berlin caf\u00e9 during golden-hour late afternoon light, soft diffused through tall windows, creating gentle shadows across his face and casting warm amber tones onto his pale skin and the cream fabric. Candid, unhurried pose\u2014the stillness of someone lost in thought for just a moment before the camera catches him. Amateur iPhone photography, natural soft light, slight grain, intimate framing that feels like an accidental capture rather than a portrait sitting. Delicate, literary, quietly magnetic\u2014the aesthetic of a Berlin intellectual, not an athlete.", "image_path": "images/iteration-0028/m16-seed2.png", "error": "judge: JSONDecodeError: Expecting value: line 169 column 1 (char 924)", "attractiveness": 1, "prompt_adherence": 1, "lipsync_adherence": 1, "weighted_score": 1.0, "reason": "", "failure_tags": [ "pipeline_error" ] }, { "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. Mid-20s, pale cool-toned skin with a slight translucent quality. Slim, intentionally narrow-shouldered frame with sloping lines \u2014 the opposite of athletic bulk \u2014 long limbs and elegant negative space across the shoulders, a dancer's posture even seated. Soft monolid eyes, deep-set and warm brown with an inward-turned quality, gentle and precise in their gaze. Straight thin eyebrows with minimal arch, appearing naturally groomed. Straight bridge nose with a soft rounded tip. Small bow-shaped mouth with a defined cupid's peak, upper lip slightly thinner than the lower. Facial structure carries the vibe of Seo In-guk mixed with Gong Yoo and Lee Dong-hwi but with a quieter, more cerebral presence \u2014 sharper cheekbones, a more angular jawline, less conventional handsomeness and more intellectual reserve. Perfectly styled middle-part black hair, 2A pin-straight, falling just past the ears, freshly pressed. Wire-rim round glasses with a thin metal frame, slightly catching the window light. Fitted off-white linen shirt buttoned to the collar, sleeves rolled once at the wrist, fabric draping softly against his narrow chest. Seated at a wooden table in a quiet library reading room, afternoon window light diffusing across half his face, warm and soft. An open philosophy book rests on the table in front of him. Candid, unguarded moment \u2014 the expression is thoughtful but present, as if pausing mid-thought to notice someone has entered the room. Amateur iPhone photograph, natural window-light only, no studio setup, soft shadows, slight film grain. Photorealistic.", "image_path": "images/iteration-0028/m17-seed1.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 8, "weighted_score": 7.4, "reason": "Two clear standouts: clean symmetrical facial structure with defined cheekbones, and smooth porcelain complexion with zero visible skin flaws. Pleasant but no scroll-stopper. Hair is not middle-parted and shirt collar isn't buttoned to top per persona.", "failure_tags": [] }, { "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. Mid-20s, pale porcelain skin with cool undertone, intentionally slim build with narrow sloping shoulders and delicate collarbones\u2014the frame of someone who lives in books, not gyms. Long limbs, lean defined musculature that reads as natural thinness rather than athletic training. Soft monolid eyes set slightly deep, warm dark brown with a gentle unfocused quality, as if he's just looked up from a page. Perfectly styled middle-part black hair, glossy and precise, falling just past his ears. Thin straight eyebrows, barely-there and natural. Small rounded nose with a soft tip. Thin-lined mouth with a subtle asymmetry to his smile, the kind that appears when he's half-thinking, half-present. Wire-rim round glasses catching soft light. Facial structure carries the vibe of Timoth\u00e9e Chalamet mixed with Park Bo-gum and Song Kang but with a quieter, more introverted presence\u2014someone whose intelligence shows in the careful way he holds his expression. Fitted off-white linen shirt buttoned to the collar, sleeves rolled once at the wrist. Sitting in a library reading room at golden-hour dusk, soft window light grazing his shoulder and catching one lens of his glasses. His posture is upright but gentle, caught mid-glance as though someone called his name quietly. Amateur iPhone photo, warm and slightly underexposed, the kind of candid shot that catches someone between thoughts. Photorealistic.", "image_path": "images/iteration-0028/m17-seed2.png", "attractiveness": 7, "prompt_adherence": 6, "lipsync_adherence": 5, "weighted_score": 6.4, "reason": "Standouts: symmetrical face with defined cheekbones and clean jaw angle; full, shapely lips with natural parting. Above average but not scroll-stopping. Prompt misses: hair is side-swept not middle-part; shirt open at collar not buttoned up; eyes read double-lidded not monolid.", "failure_tags": [ "eyes_averted", "mouth_closed" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome mixed-race man, eyes looking at camera, his mouth slightly parted. Late 20s, lean dancer's build with long limbs, narrow waist, sloping but present shoulders, defined collarbones, and athletic-but-not-bulky musculature\u2014the precision of a contemporary dancer, not a gym aesthetic. Deep-set dark brown eyes with an expressive, slightly vulnerable quality, sharp high cheekbones, a straight bridge nose with a refined tip, and soft full lips with a natural cupid's bow. Facial structure carries the vibe of Timoth\u00e9e Chalamet mixed with Dev Patel and Yvan Attal, but with Cassian's own understated intensity and grace. Dark hair pulled back in a neat low ponytail, a few stray wisps framing his face, skin tone warm medium olive with a neutral undertone. Subtle cheekbone definition, a small mole or beauty mark on his left cheekbone, sparse natural eyebrows with a slight arch. Mid-stretch in a sunlit NYC dance studio\u2014one arm extended overhead, the other resting on the barre behind him, his body elongated and fluid in the pose. Soft golden afternoon light floods through tall windows across the marley flooring, casting long shadows. Wearing a fitted charcoal tank top that shows his lean defined shoulders and collarbones. Candid, unguarded moment, the energy focused and meditative rather than performative. Shot at medium shot framing, no extreme angles, natural soft focus in the background with the barre and studio mirror out of sharp focus.", "image_path": "images/iteration-0028/m18-seed1.png", "attractiveness": 6, "prompt_adherence": 8, "lipsync_adherence": 8, "weighted_score": 6.8, "reason": "One clear standout: dark, expressive eyes with real intensity. Cheekbones are angular but partially an artifact of overall gauntness \u2014 frame is very narrow, borderline weak, and the face reads thin rather than chiseled. Not a scroll-stopper.", "failure_tags": [ "narrow_shoulders", "weak_frame", "low_chemistry" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome mixed-race man, eyes looking at camera, his mouth slightly parted. Late 20s, lean dancer's build with long limbs, narrow waist, sloping shoulders with defined collarbones and athletic upper body that reads as wiry rather than bulky. Deep-set dark brown eyes with a slight downturned inner corner, sharp high cheekbones with minimal facial hair, a straight nose bridge with a refined tip, and soft full lips with a natural cupid's bow. Black hair pulled back in a neat low ponytail, a few wispy strands loose around his temples. Facial structure carries the vibe of Timoth\u00e9e Chalamet mixed with Dev Patel and Oscar Isaac, but with the precise, graceful presence of a professional contemporary dancer. Mid-stretch at a sunlit dance studio, one arm extended upward in an elegant elongated line, the other at his side, barefoot on warm honey-toned marley flooring with a ballet barre visible but softly out of focus in the background. Soft golden-hour light streams through tall studio windows, catching the contour of his neck and collarbone. Wearing a simple black fitted tank top. The shot captures him in a moment of poised precision\u2014candid but composed, the embodiment of grace and control. Soft natural light, no studio flash, slight film grain, amateur iPhone aesthetic.", "image_path": "images/iteration-0028/m18-seed2.png", "error": "judge: JudgeResponseValidationError: no JSON object found in judge response: '{\\n \"attractiveness\": 7,\\n \"prompt_adherence\": 8,\\n \"lipsync_adherence\": 7,\\n \"weighted_score\": 7.2,\\n \"reason\": \"Sharp angular cheekbones and intense dark eyes with direct confident gaze are'", "attractiveness": 1, "prompt_adherence": 1, "lipsync_adherence": 1, "weighted_score": 1.0, "reason": "", "failure_tags": [ "pipeline_error" ] }, { "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. Mid-20s grad student with a soft, approachable presence. Narrow oval face with a pointed chin, warm peachy skin tone with golden undertones. Light hazel eyes with a slight downturned shape, set wide and bright. Small straight nose with a soft rounded tip. Full bottom lip, thinner top lip, natural bow shape. Straight fair eyebrows with a gentle arch, mostly natural and unfilled. Soft auburn hair in loose waves, half-pulled up with a few pieces framing her face, the rest falling past her shoulders in a just-washed, casually tousled state. Light scattered freckles across her nose and upper cheeks\u2014sparse, not heavy. One small beauty mark just above her right collarbone. Sweet, slightly shy expression with a hint of a genuine smile. Wearing an oversized oatmeal-colored cardigan over a thin cream cami, visible from mid-chest up. Seated at a coffee shop window, soft golden afternoon light streaming across her face and shoulders, creating a warm glow. Natural, candid moment\u2014as if she's paused mid-conversation or mid-thought. Amateur iPhone photograph, intimate framing, gentle and unhurried.", "image_path": "images/iteration-0028/f01-seed1.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 9, "weighted_score": 7.6000000000000005, "reason": "Green-hazel eyes with a direct, calm gaze and warm auburn hair lit by window light are two clear standouts. Natural freckle scatter adds character. Soft jawline and unremarkable bone structure cap it at 7 \u2014 pretty but not a scroll-stopper.", "failure_tags": [ "soft_jawline" ] }, { "persona_id": "f01", "persona_name": "Hannah", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful white woman, eyes looking at camera, her mouth slightly parted. Mid-20s grad student in Austin, soft peachy-fair skin with warm undertones, freckles scattered lightly across the bridge of her nose and upper cheeks. Heart-shaped face with a soft jawline, wide-set hazel eyes with a warm honey-gold cast and slightly hooded lids, small upturned nose with a rounded tip, full bow-shaped lips with a subtle asymmetric smile. Straight medium-brown eyebrows, mostly natural and ungroomed. Soft auburn hair in a loose half-up style, the rest falling in gentle waves past her shoulders, backlit and slightly tousled as if she just tucked a strand behind her ear.\n\nShe's sitting by a coffee shop window on a quiet afternoon, warm golden hour light streaming across her face and casting soft shadows. Wearing an oversized cream wool cardigan layered over a fitted sage-green cami, the cardigan slouching off one shoulder. Her posture is relaxed and thoughtful, the kind of stillness that reads as someone mid-conversation or about to speak. No makeup beyond what's natural; skin has the glow of someone who spends time indoors with good books and good coffee. The framing is medium shot, slightly angled to catch the window light on her profile-leaning face while keeping her eyes engaged with the camera. Soft, intimate, amateur iPhone photography\u2014the kind of candid moment a friend would capture.", "image_path": "images/iteration-0028/f01-seed2.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 9, "weighted_score": 8.2, "reason": "Warm amber-gold eyes are a genuine scroll-stopper; full naturally pigmented lips with clean shape; delicate freckle constellation across nose bridge adds character; long elegant neck with visible collarbone. Hair reads fully down, not half-up as specified.", "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. Late 20s, warm caramel skin with golden undertone, athletic and toned with defined shoulders and visible upper back musculature, the build of someone who practices what she preaches. Her hair is pulled into a sleek high ponytail, dark brown with a slight shine from product or sweat, a few wisps escaping near her temples. Face shape is a soft oval with high prominent cheekbones and a strong jawline, her dark brown eyes are warm and confident with a slightly upturned shape and natural thick lashes, nose is straight with a soft rounded tip, lips are full with a natural darker tone and a natural asymmetric smile that reads cocky-warm\u2014the kind of grin that says she knows she's good at what she does. One small, delicate black-ink tattoo on her inner left forearm, minimalist design. She's wearing a simple fitted black sports tank or crop top that shows her toned midriff and the musculature of her shoulders and collarbone. The setting is bright and casual\u2014natural window light hitting her from the side, the vibe of a gym or home gym space, late afternoon golden-hour warmth. Her posture is relaxed but commanding, a slight forward lean, confident and inviting. Photorealistic, amateur phone-shot quality, natural soft shadows, candid confidence.", "image_path": "images/iteration-0028/f02-seed1.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 5, "weighted_score": 7.4, "reason": "High cheekbones with defined hollows, full symmetric lips, dark almond eyes with long lashes, lean athletic shoulders with visible muscle definition \u2014 four clean standouts. Forearm tattoo not visible; expression is smirk not full grin. Eyes clearly off-axis kills lipsync.", "failure_tags": [ "eyes_averted" ] }, { "persona_id": "f02", "persona_name": "Camila", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Latina woman, eyes looking at camera, her mouth slightly parted. Late 20s, warm bronze skin with golden undertone, athletic and toned with defined shoulders and a narrow waist, visible upper back and arm musculature from years of coaching and training. Heart-shaped face with high, prominent cheekbones, a sharp jawline, and a slightly squared chin. Deep-set almond eyes in warm dark brown with a slight upturn at the outer corners, direct and unflinching. Straight nose with a defined bridge and a rounded tip. Full lips with a natural cupid's bow, asymmetric smile with a slight smirk\u2014confident, not forced. Thick straight eyebrows with a high arch, mostly natural. Long jet-black hair pulled into a tight, high ponytail with a few face-framing wisps escaping, the kind that shows she just came from a session. Her expression reads cocky-warm: self-assured but magnetic, the look of someone who knows what she's doing and enjoys the attention.\n\nWearing a fitted black sports bra or thin tank top that shows her collarbones, shoulders, and the defined lines of her upper body. A small, clean black-ink tattoo visible on her left forearm\u2014geometric or minimal design, not ornate. Soft natural light from the side (like standing near a gym window or studio mirror), slightly warm and bright, catching the sweat sheen on her skin and the definition of her muscles. The framing is chest-up, casual and unstaged, as if she paused mid-thought. Neutral background, out of focus. Photorealistic, amateur iPhone energy, no filter, no glamour\u2014just Camila looking directly at you like she's about to give you fitness advice and absolutely will not tolerate excuses.", "image_path": "images/iteration-0028/f02-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 8.2, "reason": "Dark almond eyes with bold defined brows stop the scroll; lean angular cheekbones on a clean olive complexion; visibly toned shoulders and flat midriff confirm the athletic build. Expression is slightly flat vs. the cocky grin in the brief, but face carries it.", "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. Mid-20s, soft-featured with a delicate oval face and high cheekbones, large doe eyes with a pronounced sharp inner corner and double-lid crease, warm deep-brown irises with a slight glassy sheen, small straight-bridged nose with a softly rounded tip, small bow-shaped mouth with a defined cupid's peak and fuller lower lip. Fair porcelain skin with a luminous dewy finish, sparse natural freckles across her nose bridge. Long straight dark-brown hair with a subtle wave at the ends, parted down the center and falling past her shoulders, freshly brushed with a healthy shine. Thin arched eyebrows with a natural feathered finish. Wearing an oversized pastel lavender hoodie, soft and worn-in looking. Sitting casually in what looks like a bright Seoul apartment with diffused daylight streaming in from the side, gentle and intimate. Soft natural window light catching the texture of her skin and hair. Neutral relaxed expression, the kind of quiet moment before a conversation starts. Amateur iPhone aesthetic, slightly warm color grading, candid and unstaged.", "image_path": "images/iteration-0028/f03-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.800000000000001, "reason": "Standouts: large dark doe eyes with natural roundness, luminously clear dewy skin with zero blemish, and naturally full soft lips. Prevented from 8 by soft/round face shape lacking bone structure \u2014 no cheekbone definition or jaw clarity to elevate beyond forgettably pretty.", "failure_tags": [ "soft_jawline", "generic_face" ] }, { "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. Mid-20s with a soft, youthful face\u2014wide-set doe eyes with sharp uptilted inner corners, double lids with a subtle crease, warm deep-brown irises with a glossy quality, and delicate long lashes. Face shape is heart-wide across the cheekbones with a gently tapered chin. Her nose is small and rounded with a soft button tip and defined columella. Lips are full and symmetrical with a gentle cupid's bow and a naturally soft tone. Eyebrows are thin, arched, and feathered, groomed but not severe. Her long dark hair falls past her shoulders in soft waves, freshly brushed with a center part, catching light with a silky sheen. She has a light beauty mark just above her upper right lip. Dewy, luminous skin with a cool porcelain undertone and no visible blemishes\u2014the skin reads hydrated and fresh. Wearing an oversized pastel lavender hoodie, slouched softly off one shoulder. The hoodie's fabric is slightly textured, giving a lived-in quality. She's seated in what reads like a casual bedroom or practice studio corner, soft natural window light from the left illuminating her face and creating gentle shadows. Her expression is calm, approachable, and genuinely soft\u2014not posed, not trying too hard. Medium shot framing from the chest up, shot on smartphone, slightly warm color grade with authentic amateur photography imperfections. The overall mood is intimate, unguarded, and effortlessly likable\u2014an idol-trainee during a quiet personal moment.", "image_path": "images/iteration-0028/f03-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Large luminous doe eyes with defined dark lash line; porcelain-grade dewy skin with near-zero texture; symmetric oval face with full, naturally tinted lips. Three clean standouts \u2014 idol archetype executed well.", "failure_tags": [ "generic_face" ] }, { "persona_id": "f04", "persona_name": "Naomi", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful mixed Black-Japanese woman, eyes looking at camera, her mouth slightly parted. Late 20s, slim dancer's build with elegant collarbones and defined shoulder line, warm deep mahogany skin with golden undertones. Heart-shaped face with a slightly pointed chin, wide-set almond eyes in warm dark brown with a subtle olive cast, straight bridge nose with a soft rounded tip, full asymmetric lower lip with a thin cupid's bow above. Naturally sparse eyebrows with a subtle arch, barely groomed. Short textured 3C tight corkscrew curls in deep black with a natural shine, cropped close to her scalp with a slightly tousled just-woke-up texture, a few curls falling across her forehead. Distinctive feature: a small dark beauty mark on her right temple. Seated at a small wooden caf\u00e9 table near a tall window with soft overcast Brooklyn light spilling across her face, wearing a loose oversized denim jacket splattered with dried acrylic paint in muted earth tones\u2014ochre, burnt sienna, soft gray\u2014over a plain cream cotton long-sleeve shirt. Hands resting on the table near a half-empty coffee cup, fingers stained with faint charcoal and paint residue. Calm, introspective expression, the quiet focus of someone lost in thought between sketches. Medium shot, medium foreground distance, slight three-quarter angle toward the window light, soft shadows under her cheekbones, the photograph has the warm grain and slightly imperfect focus of an iPhone shot on a cloudy morning.", "image_path": "images/iteration-0028/f04-seed1.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 5, "weighted_score": 6.800000000000001, "reason": "Standouts: clean even skin tone with smooth complexion, well-defined cheekbones with slight hollowing. Third positive (natural curly hair framing face) doesn't elevate to 8. Japanese heritage not visible in features. Eyes noticeably averted; lips only barely parted.", "failure_tags": [ "eyes_averted", "wrong_ethnicity", "low_chemistry" ] }, { "persona_id": "f04", "persona_name": "Naomi", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful mixed Black-Japanese woman, eyes looking at camera, her mouth slightly parted. Late 20s, slim build with elegant long lines and defined collarbones, warm deep mahogany skin with a subtle golden undertone. Narrow oval face with high, prominent cheekbones and a sharp jawline, deep-set almond eyes with a warm amber-brown tone and a slight inner-corner crease, small straight-bridged nose with a soft rounded tip, full asymmetric lips with a wider bottom lip and a subtle natural line. Sparse freckles scattered across her nose bridge and upper cheekbones. Short textured curls in a dark rich brown with reddish undertones, cropped close to her head in a natural tousled state with volume at the crown, a few shorter pieces framing her face. Thin straight eyebrows with a natural arch, barely groomed. Sitting at a small caf\u00e9 table by a window, morning soft light filtering across her face, wearing a well-worn paint-stained denim jacket over a plain cream linen shirt, a few dried paint flecks visible on her forearms and one side of her neck. Calm, introspective expression, her gaze steady and unfocused as if she's mid-thought, hands resting on the table near a ceramic coffee cup. Medium shot, shot from slight waist angle, natural window lighting, film-grain quality, amateur iPhone photography aesthetic.", "image_path": "images/iteration-0028/f04-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 7.6000000000000005, "reason": "Warm amber-hazel almond eyes are a genuine standout; natural freckle scatter across nose/cheeks adds distinctive warmth. Decent cheekbone definition. Lips are average, expression flat/low-energy. Above-average but not scroll-stopping.", "failure_tags": [ "low_chemistry" ] }, { "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. Late 20s, fair porcelain skin with cool undertones, narrow oval face with a soft jawline and high cheekbones, warm hazel eyes with a slight downturn at the outer corner, wire-rim round glasses perched on a straight bridge nose with a delicate rounded tip, thin naturally-shaped eyebrows with a gentle arch, small cupid's bow mouth with fuller lower lip, a light dusting of faint freckles across her nose and upper cheeks.\n\nSoft dirty-blonde waves falling past her shoulders, parted slightly off-center, with one side tucked behind her ear to show her small ear and the rim of her glasses; the hair catches soft window light with a warm honey undertone. She wears a cream cable-knit cardigan layered over a high-neck ivory blouse with tiny pearl buttons visible at the throat. Lean but gently rounded build with delicate shoulders and a graceful posture that reads bookish and composed.\n\nSeated near a warm-toned wooden bookshelf in soft afternoon window light, a few leather-spined volumes visible behind her, one hand resting on a closed book in her lap. The expression is calm and present, almost mid-thought, the slight parted lips giving the impression she's about to speak or has just paused while explaining something. Soft, warm, intimate indoor lighting with no harsh shadows\u2014the aesthetic of a candid moment in a quiet library corner or cozy study nook.", "image_path": "images/iteration-0028/f05-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 5, "weighted_score": 6.3999999999999995, "reason": "One standout: clear light grey-green eyes with natural lashes. Otherwise soft jawline, average nose, unremarkable facial symmetry keep her at a 6. Persona nails the cottagecore librarian \u2014 cardigan, high-neck blouse, bookshelves all correct.", "failure_tags": [ "eyes_averted", "soft_jawline" ] }, { "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. Late twenties, fair porcelain skin with cool undertones, soft blonde waves falling past her shoulders with a natural tousled texture, wire-rim round glasses framing her face. Heart-shaped face with a soft jawline, pale blue-gray eyes set wide and slightly upturned behind the lenses, small straight nose with a rounded tip, full bow-shaped lips with a subtle asymmetric smile, barely-there fair eyebrows with a gentle arch. A light spray of faint freckles across her nose bridge and upper cheeks. Lean dancer's build with sloping shoulders, defined collarbones, wearing a cream cable-knit cardigan layered over a ivory high-neck blouse with subtle texture, the cardigan slightly oversized and cozy. Seated by a tall bookshelf in soft afternoon window light, one hand resting near an open book, the other tucked into her cardigan pocket. Warm golden-hour glow catching the blonde in her hair, amateur iPhone snapshot quality, cottagecore sweet librarian energy, genuine candid moment between shelves, soft shadows and natural imperfections, no makeup or minimal makeup, peaceful and approachable.", "image_path": "images/iteration-0028/f05-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 7, "weighted_score": 6.8, "reason": "Clear blue-grey eyes are her one genuine standout; skin is clean and fair. But soft, undefined jawline, rounded face with no strong bone structure, and generic overall gestalt keep her from 7. Warm smile doesn't compensate for weak facial architecture.", "failure_tags": [ "soft_jawline", "generic_face", "styling_dominates" ] } ], "aggregates": { "male_count": 36, "female_count": 10, "male_attractiveness_mean": 7.055555555555555, "male_attractiveness_stdev": 1.64898023107287, "female_attractiveness_mean": 7.2, "female_attractiveness_stdev": 0.7483314773547882, "male_weighted_mean": 7.2555555555555555, "female_weighted_mean": 7.5200000000000005, "lipsync_adherence_mean": 7.304347826086956, "prompt_adherence_mean": 8.0, "failure_tag_histogram": { "eyes_averted": 10, "soft_jawline": 12, "boyish_when_mature_intended": 6, "bad_skin": 1, "narrow_shoulders": 4, "weak_frame": 3, "generic_face": 6, "low_chemistry": 9, "wrong_age_range": 4, "uncanny": 1, "mouth_closed": 3, "wrong_ethnicity": 2, "pipeline_error": 2, "styling_dominates": 1 }, "axes": [ [ "attractiveness", 0.6 ], [ "prompt_adherence", 0.2 ], [ "lipsync_adherence", 0.2 ] ] }, "baseline_metrics": { "male_count": 36, "female_count": 10, "male_attractiveness_mean": 7.027777777777778, "male_attractiveness_stdev": 1.1422713997195606, "female_attractiveness_mean": 7.7, "female_attractiveness_stdev": 0.45825756949558405, "male_weighted_mean": 7.883333333333334, "female_weighted_mean": 8.440000000000001, "lipsync_adherence_mean": 9.130434782608695, "prompt_adherence_mean": 9.369565217391305, "failure_tag_histogram": { "awkward_expression": 4, "generic_face": 2, "bad_skin": 2, "extreme_close_up": 1, "mouth_closed": 5, "styling_dominates": 1, "narrow_shoulders": 2, "soft_jawline": 1, "uncanny": 5, "bad_grooming": 1, "asymmetric_eyes": 1, "weak_frame": 1, "boyish_when_mature_intended": 1 }, "axes": [ [ "attractiveness", 0.6 ], [ "prompt_adherence", 0.2 ], [ "lipsync_adherence", 0.2 ] ] }, "eps": 0.3, "pass": false, "pass_reason": { "fail_reason": "female attractiveness regressed beyond eps (-0.500 < -0.3)", "male_uplift": 0.02777777777777768, "female_drift": -0.5 } }