{ "iteration": 0, "timestamp": "2026-06-03T11:51:45", "wall_clock_seconds": 202.1, "prompt_snapshot_path": "prompts/iteration-0000.txt", "personas_file_ref": "autoresearch/male-attractiveness-uplift/personas.json", "evaluator_file_ref": "autoresearch/male-attractiveness-uplift/evaluator.json", "evaluations": [ { "persona_id": "m01", "persona_name": "Caleb", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome white American man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a slim but defined build and cool porcelain skin. His face is a narrow heart-shape with a sharp, angular jawline and heavy, hooded slate-gray eyes. He has a thin Roman nose with a high bridge and a full cupid's bow mouth that is slightly wider on one side. His chocolate brown hair is a messy 2A wavy texture, falling over his forehead and nearly obscuring his brow in a bedhead style. A distinctive vertical faint scar runs through his right eyebrow. He is wearing a worn, oversized vintage black band t-shirt and a thin silver chain. He is sitting on a low sofa inside a Brooklyn loft with exposed brick walls and soft, dim natural light coming from a large industrial window at twilight. Medium shot, casual stop-and-talk pose, amateur iPhone photography style with a moody, indie atmosphere.", "image_path": "images/iteration-0000/m01-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: sharp jawline, intense light eyes, and perfectly messy hair. Nails the brooding indie vibe. Frame is a bit slight, but fits the persona.", "failure_tags": [] }, { "persona_id": "m01", "persona_name": "Caleb", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome American man, eyes looking at camera, his mouth slightly parted. He is in his late-20s with a narrow oval face and a sharp, angular jawline that gives him a magnetic, brooding presence. His deep-set almond eyes are a pale gray-blue with a darker outer ring, framed by straight, thick, and natural eyebrows. He has a straight Roman nose with a high bridge and a small bow-shaped mouth with a thinner upper lip. His chin-length chestnut brown hair is a 2B messy wave, tucked behind his right ear while several strands fall loosely across his forehead and into his eyes. He has a slim but defined build with prominent collarbones, visible in the neckline of a slightly oversized, pilled black wool sweater. A small, distinctive vertical scar cuts through the tail of his left eyebrow. He is captured in a medium close-up, leaning against a weathered brick wall in a dimly lit Brooklyn loft, with a soft amber glow from a vintage lamp catching the side of his face. The shot has the grainy texture and natural, unposed quality of a quick iPhone photo taken in a quiet moment between tour stops.", "image_path": "images/iteration-0000/m01-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: sharp jawline, intense blue eyes, and perfectly styled messy hair. Nails the brooding indie musician vibe perfectly.", "failure_tags": [] }, { "persona_id": "m02", "persona_name": "Mateo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Mexican-American man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with a powerful V-taper physique and broad, gym-built shoulders. He has a strong square jawline and a soft dimple in his chin that appears when he smiles. His eyes are deep amber-brown and almond-shaped, framed by straight, thick dark eyebrows. He has a straight Roman nose and a wide mouth with a slightly fuller bottom lip. His hair is a dark raven-black, styled in a short fade on the sides with textured 2B waves on top, looking slightly windswept. A small, thin vertical scar breaks the hair of his left eyebrow, and he has a tiny mole on the right side of his neck. He has a sun-kissed golden-tan complexion with warm olive undertones. He is wearing a fitted charcoal-grey performance tech-tee that grips his chest. The shot is a medium-close-up taken on a Miami beach during the golden hour, with the soft orange glow of the sun reflecting off his skin and the blurred turquoise ocean in the background. The photo has a casual iPhone-quality feel, captured as if he just stopped mid-walk to greet someone.", "image_path": "images/iteration-0000/m02-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.800000000000001, "reason": "Strong jawline and intense amber eyes stand out. Good athletic frame, but the expression is a bit stiff rather than 'easy charming smile'.", "failure_tags": [ "awkward_expression" ] }, { "persona_id": "m02", "persona_name": "Mateo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Mexican man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with broad, gym-built shoulders and a warm sun-kissed tan with deep golden-olive undertones. He has a strong square jawline, a masculine chin, and high defined cheekbones. His eyes are deep-set and almond-shaped, a dark espresso brown color with honey-colored flecks. He has a straight Roman nose bridge and a wide, confident mouth with a full lower lip. His eyebrows are thick, dark, and naturally straight, with a small faint vertical scar through the tail of his left eyebrow. His hair is a short, dark charcoal 2B wavy texture, faded on the sides and slightly salt-crusted from the ocean air. He has deep, symmetrical dimples and a light sheen of sweat on his forehead from the Miami heat. He is wearing a fitted, moisture-wicking charcoal-gray performance tank top that emphasizes his collarbones and traps. The shot is a medium close-up, framed at a slight low angle as if he just stopped walking along South Beach at golden hour. The background is a soft-focus blur of turquoise Atlantic water and white sand under a hazy orange sunset. Amateur iPhone-shot aesthetic, natural side-lighting, casual stop-and-talk pose.", "image_path": "images/iteration-0000/m02-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Strong jawline, intense deep-set eyes, and broad gym-built shoulders. Very attractive, hits the cocky-but-warm vibe perfectly.", "failure_tags": [] }, { "persona_id": "m03", "persona_name": "Jiwon", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is 28 years old with a tall and lean, rangy build and warm ivory skin with subtle golden undertones. He has a narrow oval face with a sharp, defined jawline and high cheekbones. His monolid eyes are deep-set and near-black with a slight olive cast and a subtle inner-corner crease. He has a straight nose bridge with a slightly rounded tip and a medium-full cupid's bow mouth. His eyebrows are straight, thick, and natural. His jet black 1A pin-straight hair is in a messy, medium-length fringe that grazes his eyebrows as if he has been running his hands through it. A small birthmark is located just below his right eye, and the tips of his fingers have faint, realistic black ink stains. He is wearing an oversized charcoal grey knit cardigan over a wrinkled cream-colored linen shirt, sitting at a sun-drenched wooden drafting table in a Silver Lake art studio. The shot is a medium-chest-up framing with soft, natural late-afternoon golden hour light creating a casual, amateur iPhone-shot aesthetic.", "image_path": "images/iteration-0000/m03-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 7.6000000000000005, "reason": "Above average. Strong jawline and intense eye contact stand out, but the overall look leans a bit generic-K-pop rather than distinctively indie.", "failure_tags": [ "generic_face" ] }, { "persona_id": "m03", "persona_name": "Jiwon", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a tall and lean frame, featuring a narrow oval face, soft jawline, and high cheekbones. His skin is a warm ivory tone with light golden undertones. He has soft, deep-set monolid eyes in a dark obsidian-brown shade, framed by straight, thick, natural black eyebrows. His nose is straight with a narrow bridge and a slightly rounded tip, and his lips are full with a soft, relaxed shape. His hair is a messy 2B wavy black, medium-length and falling casually over his forehead in a natural center-part. A distinct small beauty mark is located just beneath his left eye, and his long fingers show faint black ink smudges around the tips. He is wearing a heavy, oversized oatmeal-colored knit cardigan over a rumpled cream linen shirt. The shot is a medium-close-up captured in a sun-drenched Los Angeles studio, with natural golden light casting soft shadows across his face and the blurred sketches on the drafting table behind him.", "image_path": "images/iteration-0000/m03-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking profile. Standouts: sharp jawline, intense deep-set monolid eyes, and a strong neck/collarbone structure. Nails the quiet artist vibe perfectly.", "failure_tags": [] }, { "persona_id": "m04", "persona_name": "Marcus", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with deep mahogany skin and warm golden undertones. He has a wide square face with a sharp, defined jawline and high, prominent cheekbones. His eyes are upturned almond-shaped and a rich amber-brown color, framed by dense, straight eyebrows. He has a wide bridge nose with a soft rounded tip and full, symmetrical lips. A small, neat vertical scar notches his left eyebrow, and he wears a short, meticulously groomed beard. His hair is a clean low-fade with a natural 4C coiled texture on top. He is standing behind a dimly lit, upscale Manhattan hotel bar with a polished dark wood counter, his body angled slightly as he leans forward in a stop-and-talk pose. He wears a fitted black button-down shirt with the sleeves rolled up to the elbows, revealing detailed black-ink geometric and botanical tattoos wrapping around his forearms. A weathered philosophy paperback with a creased spine rests on the bar top near a silver cocktail shaker. The background is a soft-focus blur of backlit liquor bottles and warm amber pendant lighting, creating a moody, intimate atmosphere. Medium shot, natural evening bar lighting.", "image_path": "images/iteration-0000/m04-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking presence. Strong jawline, intense direct eye contact, and broad shoulders tapering well. Very handsome, definitely top 15%.", "failure_tags": [] }, { "persona_id": "m04", "persona_name": "Marcus", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a narrow square face, a sharp jawline, and deep mahogany skin with cool undertones. His eyes are deep-set, heavy-lidded almond shapes in a dark obsidian color. He has a straight bridge nose with a refined base and a full, symmetrical mouth featuring a sharp cupid's bow. His hair is a neat 4C textured taper fade with a well-groomed short beard, and a distinctive small diagonal scar breaks the outer tail of his right eyebrow. He is standing behind a polished marble hotel bar in Manhattan, leaning forward slightly in a fitted black button-down shirt with the sleeves rolled up to reveal intricate geometric black ink tattoos on his forearms. In one hand, he loosely holds a worn philosophy paperback against the counter. The background is a soft-focus array of amber liquor bottles and warm pendant lighting, captured in a casual medium shot with the authentic, unpolished feel of a quick smartphone photo.", "image_path": "images/iteration-0000/m04-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, intense direct eye contact, and broad shoulders tapering well. Very handsome, top 15% easily.", "failure_tags": [] }, { "persona_id": "m05", "persona_name": "Dario", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Italian-American man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean, athletic skater's build and warm olive skin with golden undertones. He has a narrow oval face with a sharp, defined jawline and high cheekbones. His eyes are deep-set and almond-shaped, a dark espresso color with thick lashes. He has a narrow Roman nose with a straight bridge and a slightly pointed tip. His mouth is wide with a full cupid\u2019s bow and a subtle dimple appearing on his right cheek. His eyebrows are thick, dark, and naturally arched, with a small visible nick or scar through the outer tail of his left brow. His hair is a messy 2B texture of dark chestnut waves, medium length and tucked behind one ear. He is wearing a faded, distressed black vintage band t-shirt that shows off intricate black-ink half-sleeve tattoos on both forearms. He is leaning against a graffiti-covered concrete ramp at a Brooklyn skate park during golden hour, with the warm low-angle sun creating a slight lens flare. The framing is a medium shot, captured with the casual, slightly unpolished feel of a smartphone camera.", "image_path": "images/iteration-0000/m05-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Thick, perfectly tousled hair, strong symmetrical jawline, and deep brown eyes with intense direct contact. Nails the skater aesthetic while maintaining high conventional attractiveness.", "failure_tags": [] }, { "persona_id": "m05", "persona_name": "Dario", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Italian-American man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean, athletic skater's build and a warm olive skin tone with a sun-kissed golden undertone. He has a narrow oval face with a sharp, defined jawline and high cheekbones. His eyes are deep-set and almond-shaped, a dark espresso brown color, framed by thick, dark, and slightly unruly eyebrows. He has a straight Roman nose and a wide mouth with a full bottom lip and a slightly asymmetric, sweet boyish smile. His hair is chin-length and dark brown with a messy 2B wave texture, looking slightly windblown and soft. A small dark mole is visible just below his left eye. He is wearing a faded black vintage band t-shirt that shows off a detailed black-and-grey ink half-sleeve tattoo on his right arm. He is captured in a medium shot, sitting on the edge of a concrete skate bowl at a Brooklyn park during golden hour, with the warm, low-angled sun creating a soft glow and long shadows on the concrete ramps behind him. He holds a well-used skateboard across his lap, and the frayed edges of his ripped light-wash jeans are visible. The photo has the casual, unpolished feel of a high-quality smartphone snap.", "image_path": "images/iteration-0000/m05-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, thick tousled hair, and warm symmetrical smile showing slight tooth gap. Nails the skater aesthetic perfectly.", "failure_tags": [] }, { "persona_id": "m06", "persona_name": "Adrian", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Mediterranean man, eyes looking at camera, his mouth slightly parted. He is thirty-five years old with a warm olive skin tone and a sharp, masculine jawline. He has an oblong face with deep-set almond-shaped eyes in a dark espresso brown color and thick, dark lashes. His hair is a short, textured dark 2A wave, styled back but with distinguished silver-grey hair at the temples. He features a high-bridged Roman nose and a subtle vertical scar through the tail of his left eyebrow. His eyebrows are thick, dark, and naturally groomed. He is wearing a charcoal-colored wool suit jacket over a crisp white dress shirt that is unbuttoned at the collar. He is captured in a medium shot, leaning slightly forward in a leather chair within a Chicago high-rise office, the evening city lights blurred through the window behind him. The lighting is natural and soft, creating the feel of a spontaneous iPhone snap during a conversation.", "image_path": "images/iteration-0000/m06-seed1.png", "attractiveness": 4, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 6.2, "reason": "Awkward, slightly strained expression with heavy bags under the eyes. Lacks the 'protective alpha energy' requested, coming off more tired and unsure.", "failure_tags": [ "awkward_expression", "bad_skin" ] }, { "persona_id": "m06", "persona_name": "Adrian", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Mediterranean man, eyes looking at camera, his mouth slightly parted. He is 35 years old with warm olive skin and golden undertones. He has a broad square face with a sharp jawline and a subtle cleft chin. His eyes are deep-set almond-shaped in a dark espresso brown color, framed by thick lashes and straight, dark, groomed eyebrows. He has a prominent straight-bridged nose with a well-defined tip. His mouth is well-proportioned with a full lower lip and sharp peaks on his cupid's bow. His hair is a short, dark, textured fade with distinguished silvering at the temples. A small beauty mark is visible on his left cheekbone. He is wearing", "image_path": "images/iteration-0000/m06-seed2.png", "attractiveness": 4, "prompt_adherence": 4, "lipsync_adherence": 1, "weighted_score": 3.4, "reason": "Extreme close-up crop ruins the frame. Mouth is completely closed. Missing the charcoal suit entirely. Face is decent but the framing is off-putting.", "failure_tags": [ "extreme_close_up", "mouth_closed", "styling_dominates" ] }, { "persona_id": "m07", "persona_name": "Haruki", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Japanese man, eyes looking at camera, his mouth slightly parted. He is twenty-four years old with a narrow oval face and a soft, approachable jawline. He has large, warm deep-amber-brown almond eyes with a slightly downturned shape and thick natural lashes that give him a gentle expression. His hair is a jet-black messy 2B texture, thick and tousled into a soft fringe that partially covers his straight, dark eyebrows. He has a straight nose with a gentle rounded tip and a full cupid's-bow mouth that reveals a tiny gap between his front teeth. A tiny black beauty mark is visible just below his right eye. He is wearing an oversized, chunky-knit cream-colored wool sweater with a high ribbed collar that slightly swallows his frame. He sits at a light-colored wooden table in a sunlit Tokyo cafe, leaning forward in a stop-and-talk pose as if mid-conversation. The background is a soft-focus interior with hanging plants and a window overlooking a quiet Harajuku street. The lighting is soft and natural, emphasizing his radiant skin and golden-retriever energy. This is a medium shot with the casual, slightly imperfect framing of an iPhone photo.", "image_path": "images/iteration-0000/m07-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Nails the soft-boy aesthetic. Standouts: large expressive amber eyes, perfectly tousled hair framing the face. A bit too boyish for my personal taste, but undeniably attractive for the archetype.", "failure_tags": [] }, { "persona_id": "m07", "persona_name": "Haruki", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Japanese man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with a lean build and warm ivory skin with yellow undertones. He has a narrow oval face, soft jawline, and high cheekbones. His eyes are wide and round with defined double-lids, colored a deep amber-brown with gold flecks. He has a straight bridge nose with a soft button tip and a small beauty mark located just under his right eye. His hair is thick and raven-black, styled in a messy 2A tousled fringe that partially covers his eyebrows. He has straight, soft eyebrows and a full lower lip with a gentle cupid\u2019s bow. He is wearing an oversized, chunky-knit cream wool sweater with a thick ribbed collar. He is sitting at a small wooden table in a sunlit Tokyo cafe, leaning forward in a relaxed stop-and-talk pose with one hand resting near a white ceramic mug. The background is a soft-focus bokeh of espresso machines and indoor plants, lit by natural morning light coming through a large window, captured in an intimate medium shot.", "image_path": "images/iteration-0000/m07-seed2.png", "attractiveness": 6, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 7.6, "reason": "Nails the soft-boy aesthetic perfectly. Good hair texture, but the frame is very narrow and the jawline is quite soft. The eyes have an uncanny, almost glowing amber quality that feels a bit artificial.", "failure_tags": [ "narrow_shoulders", "soft_jawline", "uncanny" ] }, { "persona_id": "m08", "persona_name": "Renan", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Brazilian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a warm bronzed skin tone and golden undertones, captured in a medium shot inside a gritty Sao Paulo MMA gym. He has a sharp square jawline, a slight bump on the bridge of his Roman nose from a past break, and a distinctive cauliflower ear on his right side. His eyes are deep amber-brown, set wide under thick, straight, natural black eyebrows. He has a short, scruffy beard and a faded buzz cut of thick black hair. He is wearing a simple black cotton tank top that reveals a lean, ripped physique with defined vascularity in his shoulders. His expression is a surprisingly gentle, slightly lopsided smile that shows a small gap between his front teeth. The background is softly blurred, showing heavy punching bags and blue wrestling mats under the practical overhead fluorescent lighting of the training facility.", "image_path": "images/iteration-0000/m08-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Solid frame and warm eyes, but the patchy facial hair and slightly uneven skin texture hold him back from a higher score. Good prompt match overall.", "failure_tags": [ "bad_grooming" ] }, { "persona_id": "m08", "persona_name": "Renan", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Brazilian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a warm bronzed skin tone and golden undertones, captured in a medium shot inside a gritty Sao Paulo MMA gym. He has a sharp diamond-shaped face with a prominent, masculine jawline and high, bruised cheekbones. His eyes are deep-set and a striking warm hazel with gold flecks, framed by thick, straight dark eyebrows that have a small surgical scar through the left one. He has a narrow Roman nose with a slightly flattened bridge from years of sparring and a distinctive cauliflower ear on his right side. His hair is a dark brown 2B short crop, damp with sweat and styled in a messy, swept-back look. He wears a faded black ribbed tank top that shows off his lean, ripped physique and vascular arms. He is leaning against a cage wall with heavy bags and worn floor mats blurred in the background, lit by the harsh, flickering overhead fluorescent lights of the gym. Despite his tough exterior, he has a gentle, wide asymmetric smile that reveals a slight gap between his front teeth.", "image_path": "images/iteration-0000/m08-seed2.png", "attractiveness": 6, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 7.199999999999999, "reason": "Good physique and intense eyes, but the skin texture is overly sweaty/greasy and the eyes have an uncanny, almost yellow/vampiric hue that throws off the natural appeal. Missing the cauliflower ear.", "failure_tags": [ "uncanny", "bad_skin" ] }, { "persona_id": "m09", "persona_name": "Wyatt", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome white American man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a wide square jawline, high cheekbones, and a rugged, sun-weathered complexion with warm bronze undertones. He has deep-set steel-blue eyes with a slight squint and thick, dark, straight eyebrows. His nose is a straight Roman profile with a narrowed bridge. He has a rough three-day dark stubble and a small vertical scar through the tail of his left eyebrow. He has broad shoulders and wears a worn, faded charcoal and navy plaid flannel shirt with the top button undone. A weathered dark brown felt cowboy hat sits low on his head, casting a soft shadow over his forehead while keeping his features visible. He is standing outdoors on a Montana ranch during the golden hour, with a blurred background of dry grass and a rustic wooden fence. The shot is a medium-up framing, captured with the natural lighting and slight imperfections of a handheld smartphone photo.", "image_path": "images/iteration-0000/m09-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking piercing blue eyes, rugged sun-weathered skin texture, and a strong square jawline with perfect scruff. Very masculine frame.", "failure_tags": [] }, { "persona_id": "m09", "persona_name": "Wyatt", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome white American man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a rugged, rectangular face shape, a heavy square jawline, and a straight, prominent nose bridge with a slightly wide tip. He has deep-set, piercing steel-blue eyes and thick, dark, straight eyebrows. His skin is a deep, weathered tan with warm golden undertones and a visible dusting of sun-freckles across his cheekbones, accented by a dense four-day growth of dark brown stubble. A small, thin vertical scar is visible just through his left eyebrow. He is wearing a faded, sweat-stained navy blue and charcoal plaid flannel shirt with the sleeves rolled up to his mid-forearm, revealing thick, muscular wrists. A worn, sweat-lined dark felt cowboy hat is tipped slightly forward, casting a soft shadow over the top half of his face. He is standing in a dusty Montana corral at golden hour, lean-muscled and broad-shouldered, with the blurred wooden fencing and a hint of a hazy mountain range in the distant background. The lighting is the harsh, warm glow of a setting sun, creating a high-contrast, authentic amateur snapshot feel.", "image_path": "images/iteration-0000/m09-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking piercing blue eyes, rugged square jawline with perfect stubble, and a broad, masculine frame. Nails the Rip Wheeler vibe perfectly.", "failure_tags": [] }, { "persona_id": "m10", "persona_name": "Aarav", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Indian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a warm golden-brown skin tone and a sharp, narrow diamond-shaped face featuring a prominent, clean jawline. His eyes are deep-set almond shapes in a warm dark-chocolate brown, framed by thick-rimmed black glasses pushed slightly up the bridge of his straight Roman nose. He has thick, dark, straight eyebrows and a small dark beauty mark just above his left zygomatic bone. His hair is dense, black, and possesses a 2A wavy texture, looking slightly tousled as if he just ran his hands through it while studying. He has a slim but notably muscular, athletic build, visible through the fabric of a snug, forest-green ribbed henley. The setting is a sun-drenched university library at golden hour, with soft amber light and visible dust motes filtering through tall windows in the background, illuminating rows of old books. The framing is a medium shot, captured with the casual, slightly imperfect composition of a smartphone camera.", "image_path": "images/iteration-0000/m10-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong jawline and warm, expressive dark eyes. Good frame under the henley. Above average but lacks the undeniable presence for an 8.", "failure_tags": [] }, { "persona_id": "m10", "persona_name": "Aarav", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Indian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a narrow oval face and a sharp, clean-shaven jawline. His deep-set almond eyes are a warm mahogany-brown color, framed by rectangular tortoiseshell glasses pushed up the bridge of his straight Roman nose. He has dense, dark, slightly arched eyebrows and a small dark mole situated just above his left eyebrow. His hair is thick, jet-black, and has a messy 2A wavy texture, looking slightly tousled as if he has been running his fingers through it. He has a slim athletic build with noticeable muscle definition under a charcoal grey fitted cotton henley. He is standing in a grand university library during golden hour, with warm sunlight illuminating the dust motes and oak bookshelves behind him. He is captured in a medium shot, holding a heavy leather-bound book against his side, looking as if he just looked up from his research to greet someone.", "image_path": "images/iteration-0000/m10-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, intense dark eyes behind stylish frames, and a visibly athletic build under the henley. Hits the 'bookish-and-ripped' vibe perfectly.", "failure_tags": [] }, { "persona_id": "m11", "persona_name": "Yanis", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome French-Algerian man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a warm olive skin tone and golden undertones. His face is a narrow oval with a very sharp, chiseled jawline and prominent cheekbones. He has deep-set almond-shaped eyes in a dark amber-brown shade, framed by thick, straight dark eyebrows that sit low on his brow bone. His nose is a narrow Roman style with a straight high bridge and a defined tip. He has medium-full lips with a sharp cupid's bow, partially obscured by dense, dark day-old stubble. His hair is short, dark, and textured, pushed back from his forehead as if by his hands. A distinctive small, faint scar runs vertically through his left eyebrow. He is wearing a white professional chef\u2019s coat with the sleeves rolled up to his mid-forearm, revealing dense black ink geometric tattoos. He is standing in a Marseille kitchen under warm, directional tasting-menu lighting that creates soft shadows. Medium shot framing him from the waist up behind a stainless steel counter.", "image_path": "images/iteration-0000/m11-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Strong intense eyes and good stubble, but the slightly hunched posture and slightly asymmetrical eye shape keep him from a higher score.", "failure_tags": [ "asymmetric_eyes" ] }, { "persona_id": "m11", "persona_name": "Yanis", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome French-Algerian man, eyes looking at camera, his mouth slightly parted. He is 32 years old with a wide square face, high cheekbones, and a sharp jawline darkened by day-old stubble. His skin is warm olive with a golden undertone. He has deep-set almond eyes that are near-black with a slight olive cast, framed by straight thick dark eyebrows. He has a narrow Roman nose with a high bridge and lips of medium fullness with a slightly asymmetrical bow. A small dark beauty mark is visible just below his left earlobe. His hair is short and dark brown with a 2B wave texture, looking slightly damp from the heat of the kitchen. He wears a crisp white chef's coat with the sleeves rolled up to reveal intricate black ink tattoos of Mediterranean botanical illustrations on his muscular forearms. He is standing in a high-end restaurant kitchen in Marseille, captured in a medium shot with warm, focused tasting-menu lighting that creates a sharp contrast against the blurred stainless steel background.", "image_path": "images/iteration-0000/m11-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong, intense eye contact and a sharp, well-defined jawline with rugged stubble. Good presence, but the slightly wet/greasy hair texture holds it back from an 8.", "failure_tags": [] }, { "persona_id": "m12", "persona_name": "Seojun", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a lean, broad-shouldered build and cool porcelain skin. He has a narrow oval face with a very sharp, chiseled jawline and high, prominent cheekbones. His eyes are narrow monolids, intense and slightly downturned at the outer corners, colored a deep near-black with an obsidian sheen. He has a high-bridge Roman nose that is narrow and sharp, and a small bow-shaped mouth with a thin upper lip and a slightly fuller bottom lip. His eyebrows are straight, dark, and impeccably groomed, and he has a distinctive small beauty mark just below his right eye. His hair is a sleek black executive cut, styled in a precise side-part with a matte finish. He is wearing a perfectly tailored navy blue pinstripe suit jacket over a crisp white dress shirt with the top button undone. He is captured in a medium shot, standing in a high-rise office in Seoul with massive floor-to-ceiling windows behind him showing a blurred twilight cityscape. The lighting is cold and modern, coming from the office interior and the blue hour light outside, giving him a reserved and magnetic presence.", "image_path": "images/iteration-0000/m12-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 3, "weighted_score": 7.4, "reason": "Striking K-drama CEO aesthetic. Sharp jawline, intense dark eyes, and broad shoulders in a tailored suit. Mouth is completely closed, failing lipsync.", "failure_tags": [ "mouth_closed" ] }, { "persona_id": "m12", "persona_name": "Seojun", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a lean, commanding build and cool porcelain skin. He has a narrow oval face with a razor-sharp jawline and high, sculpted cheekbones. His eyes are thin monolids, intense and slightly upturned at the outer corners, with near-black irises. He has a high Roman nose with a straight bridge and a sharp, defined tip. His mouth is small with a precise cupid's bow and a thin upper lip. His eyebrows are thick, dark, and perfectly straight, lending him a reserved and stern expression. His jet-black hair is 1A pin-straight, styled in a sharp executive side-part with a slight natural sheen. A distinctive small beauty mark is visible just below his right eye. He is wearing a perfectly tailored navy blue wool suit over a crisp white spread-collar shirt, standing in a high-rise Seoul office. The background is a floor-to-ceiling window showcasing a blurred twilight city skyline with the N Seoul Tower in the distance. The lighting is a mix of cool interior office glow and the deep blue of the evening sky, captured in a casual medium-chest-up shot.", "image_path": "images/iteration-0000/m12-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong jawline and intense, piercing gaze. Nails the cold CEO archetype perfectly, though the frame feels slightly narrow in this crop.", "failure_tags": [] }, { "persona_id": "m13", "persona_name": "Finn", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Australian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean, cordy swimmer's build and a deep golden tan with warm honey undertones. His face is a wide square shape with a rugged, defined jawline and high cheekbones. His eyes are narrow and deep-set, a bright sea-glass aqua color, framed by thick lashes and heavy crinkles at the corners from smiling. He has a straight, sturdy nose with a slightly rounded tip and a small vertical scar breaking the tail of his left eyebrow. His eyebrows are thick, sandy-blonde, and bleached pale by the sun. His hair is a messy 2B texture, chin-length and tangled with salt, showing platinum-blonde streaks over darker sandy roots as if just dried after a surf. He is captured in a medium shot standing on a shoreline at sunrise, the low golden sun creating a warm glow against his skin. He is wearing a black neoprene wetsuit unzipped and stripped down to his waist, with a surfboard tucked under his arm. The framing is a casual iPhone-style snap, slightly off-center with the soft white foam of the tide blurring in the background.", "image_path": "images/iteration-0000/m13-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking piercing blue eyes, strong square jawline, and broad shoulders tapering to a lean waist. The intense gaze and sun-bleached hair nail the surfer aesthetic perfectly.", "failure_tags": [] }, { "persona_id": "m13", "persona_name": "Finn", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Australian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean, athletic swimmer's build and a deep golden tan with warm bronze undertones. He has a strong square jawline, a slightly dimpled chin, and high cheekbones. His eyes are a bright, piercing sea-blue, deep-set with visible crinkle lines at the outer corners from years of squinting in the sun. He has a straight, narrow nose and thick, sandy-blonde eyebrows that are bleached light by the sun. His hair is a mess of 2B beachy waves, shoulder-length and sun-bleached to a pale flaxen color with darker honey-blonde roots, looking damp and salt-crusted as if he just emerged from the ocean. A small, thin white scar sits just below his left earlobe. He is standing at the water's edge on a beach at sunrise, the soft golden light reflecting off his skin. He is wearing a black neoprene wetsuit zipped down to his waist, revealing its textured rubber interior and his bare torso. He is captured in a casual stop-and-talk pose, holding the edge of a surfboard under his left arm. The shot is a medium-full shot with a slight lens flare from the rising sun, captured as a raw, handheld smartphone photo.", "image_path": "images/iteration-0000/m13-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking piercing blue eyes, strong square jawline, and broad athletic shoulders. Nails the surfer aesthetic perfectly. Missing the 'warm crinkled smile' from the prompt, but highly attractive regardless.", "failure_tags": [] }, { "persona_id": "m14", "persona_name": "Cyrus", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Iranian-British man, eyes looking at camera, his mouth slightly parted. He is 28 years old with a sharp diamond-shaped face and a very pronounced, chiseled jawline. His skin is a warm olive tone with golden undertones. He has deep-set, wide almond-shaped eyes the color of dark espresso, framed by thick, straight black lashes and dense, well-manicured eyebrows with a sharp arch. His nose features a high Roman bridge and a narrow, defined tip. He wears a bratty, entitled smirk on his full, asymmetric lips. His jet-black, straight hair is slicked back and glossy with high-end pomade. A distinctive small mole is visible just above the left corner of his upper lip. He has a lean, athletic build and is wearing a heavy black pebbled-leather designer jacket with silver hardware over a simple white designer tee. The shot is a medium-close-up framed on a sidewalk in Mayfair at night, with the blurry golden glow of luxury shop windows and misty London streetlights in the background providing a moody, naturalistic lighting.", "image_path": "images/iteration-0000/m14-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 6.0, "reason": "Strong jawline and thick brows give him a striking look, but the expression is a bit stiff and the lips are firmly closed, missing the required mouth gap.", "failure_tags": [ "mouth_closed", "awkward_expression" ] }, { "persona_id": "m14", "persona_name": "Cyrus", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Iranian-British man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean, athletic build and warm olive skin with golden undertones. He has a narrow oval face with a sharp, aggressive jawline and high, sculpted cheekbones. His eyes are deep-set and almond-shaped, a dark obsidian color with a slight olive cast, framed by thick, dark, perfectly groomed eyebrows. He has a narrow Roman nose with a high bridge and a small, faint scar cutting vertically through the tail of his left eyebrow. His jet-black 1A hair is heavily slicked back with high-shine pomade, neat and controlled. His expression is a bratty, entitled smirk showing a glimpse of his teeth, with one side of his full cupid\u2019s bow mouth pulled slightly higher than the other. He is wearing a buttery black designer leather jacket worn open over a crisp white silk shirt with the top two buttons undone. The setting is a Mayfair street at night, with the soft, out-of-focus golden glow of luxury storefronts and streetlamps in the background. The shot is a medium-close-up, captured with a slight handheld tilt as if taken by a friend on an iPhone.", "image_path": "images/iteration-0000/m14-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Strong jawline and intense eyes, but the smirk is extremely exaggerated and borders on uncanny/awkward, ruining the overall appeal.", "failure_tags": [ "awkward_expression", "uncanny" ] }, { "persona_id": "m15", "persona_name": "Devon", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a powerful V-tapered athletic build and deep mahogany skin with a warm golden undertone. His broad square face features a chiseled jawline and soft amber-brown eyes with thick, dark lashes. A subtle, thin scar bisects the tail of his thick, dark left eyebrow, and he has a small beauty mark on his upper right cheekbone. His nose is straight with a wide bridge and rounded tip, and he has full, symmetrical lips curved into an easy, approachable smile. He has a crisp low-fade haircut with dense 4C texture. He is wearing a navy blue fire station-branded t-shirt and is standing in a relaxed posture inside a sun-drenched fire station garage with the blurred silhouette of a red fire engine behind him. The shot is a medium framing with bright, natural daylight creating a soft glow on his skin, captured in a casual, high-fidelity smartphone style.", "image_path": "images/iteration-0000/m15-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong jawline and warm, symmetrical smile showing slight tooth gap. Good eye contact. Solid above-average profile but lacks the undeniable screen presence for an 8.", "failure_tags": [] }, { "persona_id": "m15", "persona_name": "Devon", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a warm mahogany skin tone and deep golden undertones, possessing an athletic V-tapered physique. He has a broad, masculine face with a very sharp, square-cut jawline and high, defined cheekbones. His eyes are deep-set and almond-shaped with warm amber-brown irises and thick, dark lashes. He has a straight, wide nose bridge with a soft, rounded tip. His mouth is wide with full, symmetrical lips, showing a small gap between his front teeth. His eyebrows are thick, dark, and naturally arched, and his hair is a clean, faded buzz cut of tight black coils. He has a distinctive small, singular dimple on his right cheek and a faint, thin horizontal scar just above his left eyebrow. He is wearing a dark navy blue cotton station t-shirt that fits tightly across his broad shoulders. The shot is a medium-close-up framed within a fire station garage, with the out-of-focus red chrome of a fire engine in the background. The lighting is bright, natural afternoon sun spilling in from an open bay door, creating soft highlights on his skin. Facial structure reminiscent of a young Yahya Abdul-Mateen II but with a wider jaw and a more casual, approachable neighborhood-hero expression.", "image_path": "images/iteration-0000/m15-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: razor-sharp jawline, intense deep-set brown eyes, and a strong, broad-shouldered frame. Definitely top 15%.", "failure_tags": [] }, { "persona_id": "m16", "persona_name": "Theo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome German man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a pale, cool porcelain skin tone and a strikingly slim, angular build. He has a narrow, long diamond-shaped face with exceptionally sharp cheekbones and a defined, pointed chin. His eyes are deep-set and almond-shaped, a pale smoky-gray color framed by dense, long black lashes. He has a narrow Roman nose with a high, thin bridge and a small bow-shaped mouth with a slightly thinner top lip. His eyebrows are dark, low-seated, and straight. His hair is dark charcoal, shoulder-length with a 2B wavy texture, looking slightly tousled and lived-in. He has a distinctive cluster of three small moles on his upper right cheek and faint blue ink stains on the tips of his long, slender fingers. He wears a heavy, worn cream-colored wool cardigan over a loose, oversized white linen shirt that hangs off his narrow shoulders. He is sitting at a small wooden table in a moody Berlin cafe, illuminated by soft golden late-afternoon sunlight coming from a side window, creating a delicate intellectual vibe.", "image_path": "images/iteration-0000/m16-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking 'delicate intellectual' aesthetic. Standouts: piercing light eyes with dark lashes, sharp cheekbones, and a strong but slender jawline. Perfectly captures the lean, wiry frame requested.", "failure_tags": [] }, { "persona_id": "m16", "persona_name": "Theo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome German man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a very slim, wiry build, narrow shoulders, and pale skin with cool undertones. He has a narrow oblong face with strikingly sharp, high cheekbones and a defined, angular jawline. His eyes are deep-set, almond-shaped, and a pale slate-blue color with a dark outer ring, framed by exceptionally long dark lashes. He has a thin, straight Roman nose and a wide, thin-lipped mouth with a subtle cupid's bow. His eyebrows are dark, straight, and low-set, with a small visible nick in the tail of the left eyebrow as a distinctive mark. His dark brown hair is shoulder-length with a fine, straight texture, looking tousled and uncombed. He is wearing a worn, oversized cream-colored wool cardigan over a loose, wrinkled off-white linen shirt that drapes over his narrow frame. He sits in a lived-in Berlin cafe during the late afternoon, with hazy golden sunlight filtering through a large window, creating a warm glow. His long, slender, ink-stained fingers are visible resting on a weathered wooden table. The image has the grainy, slightly unpolished quality of a casual smartphone snap.", "image_path": "images/iteration-0000/m16-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Strikingly handsome with sharp cheekbones, intense blue eyes, and a strong jawline. Perfectly captures the delicate intellectual vibe without looking weak.", "failure_tags": [] }, { "persona_id": "m17", "persona_name": "Sangwoo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with a very slim, lean frame and narrow, unathletic shoulders. His skin is a cool porcelain with a neutral undertone. He has a long, narrow heart-shaped face with a delicate jawline and a soft chin. His eyes are narrow monolids with a subtle inner-corner crease, the irises a deep obsidian-black, framed by thin silver wire-rim glasses. He has a slim, straight nose bridge with a refined, slightly pointed tip. His mouth is wide with thin, symmetrical lips and a soft, barely-defined cupid's bow. His eyebrows are straight, black, and neatly groomed, tapering toward the temples. His hair is silky 1A pin-straight black hair, styled in a crisp, clean middle part that falls just past his temples. As a distinctive feature, he has a tiny, dark beauty mark located just under the outer corner of his right eye. He is wearing a fitted off-white linen shirt buttoned all the way to the top collar. He is captured in a medium shot standing between rows of dark wood bookshelves in a quiet Seoul library, with soft, natural afternoon light coming from a side window and illuminating the dust motes around him. The photo has the casual feel of an amateur phone shot with a natural, unposed scholarly atmosphere.", "image_path": "images/iteration-0000/m17-seed1.png", "attractiveness": 5, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 5.4, "reason": "Matches the cerebral, slim aesthetic perfectly, but the face feels very generic-AI and lacks distinct character. Mouth is completely closed.", "failure_tags": [ "generic_face", "mouth_closed" ] }, { "persona_id": "m17", "persona_name": "Sangwoo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with an exceptionally slim and delicate build, featuring narrow shoulders and a lean, non-athletic frame. His skin is a pale ivory with cool undertones. He has a narrow oblong face with a soft jawline and a refined chin. His eyes are deep ink-black monolids with a gentle, scholarly expression, framed by thin gold wire-rim round glasses. He has a straight, narrow nose and a small, well-defined mouth with a thinner top lip. His jet-black hair is silky and styled in a precise middle part that frames his forehead. A tiny, distinctive dark mole is located just below his right eyelid. He is wearing a crisp, off-white linen shirt buttoned tightly to the very top of the collar. He is seated in a quiet, shadowed corner of an old Seoul bookshop, with soft natural window light illuminating his face and the dark wood bookshelves behind him. This is a medium shot from the chest up, captured with a natural, unposed iPhone aesthetic.", "image_path": "images/iteration-0000/m17-seed2.png", "attractiveness": 6, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 7.199999999999999, "reason": "He has a clean, symmetrical face and nice skin, but the frame is very narrow and boyish, lacking masculine presence. The shirt is unbuttoned at the collar, missing the 'buttoned to the collar' prompt detail.", "failure_tags": [ "narrow_shoulders", "weak_frame", "boyish_when_mature_intended" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Mediterranean man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean, willow-thin dancer\u2019s physique, featuring long limbs and a narrow waist without any heavy muscle mass. His face is a sharp-featured heart shape with high, prominent cheekbones and a defined, angular jawline. He has deep-set, dark espresso-brown eyes in a wide almond shape, framed by thick, naturally dark lashes. His nose is straight and narrow with a refined tip, and his brows are dark, dense, and elegantly arched. He has full, symmetrical lips with a soft cupid's bow. His jet-black hair is slicked back into a neat, low ponytail. A small, dark mole is visible just below the left corner of his mouth. He is captured in a stop-and-talk pose while stretching on a gray marley floor in a sunlit New York City dance studio, a wooden ballet barre visible in the soft-focus background. He wears a charcoal sleeveless compression top that highlights his long, elegant torso. The lighting is soft and natural from large floor-to-ceiling windows, creating a realistic, unpolished iPhone-photo aesthetic with high fidelity on his facial features.", "image_path": "images/iteration-0000/m18-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Striking angular jawline and intense, expressive dark eyes. Nails the lean dancer aesthetic perfectly, though the overall vibe is a bit intense rather than universally appealing.", "failure_tags": [] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Italian-American man, eyes looking at camera, his mouth slightly parted. He is 28 years old with a lean and willow-thin dancer's frame, featuring long limbs and a narrow waist without any bulk, and warm olive skin with a golden undertone. He has a diamond-shaped face with very sharp, sculpted jawline and high, prominent cheekbones. His eyes are large, deep-set almond-shaped, and the color of dark espresso. He has a thin, straight Roman nose bridge and a slightly pointed tip. His mouth consists of a full cupid\u2019s bow with soft edges and a slightly thicker bottom lip. His hair is jet black and pulled tight into a neat low ponytail with a clean center part, and his eyebrows are straight, dark, and naturally dense. A small, dark mole is located just below his left cheekbone. He is captured in a medium shot, kneeling on a black marley floor in a sun-drenched New York City dance studio, torso elongated in a mid-stretch pose with a wooden ballet barre visible in the soft-focus background. He wears a simple black form-fitting tank top that shows the lithe definition of his collarbones, with a slight sheen of sweat on his skin from practice. The lighting is natural and warm from large loft windows.", "image_path": "images/iteration-0000/m18-seed2.png", "attractiveness": 6, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 7.6, "reason": "Striking bone structure and intense gaze, but the extreme leanness and slightly uncanny neck tension make him more of an interesting character study than conventionally attractive.", "failure_tags": [ "uncanny" ] }, { "persona_id": "f01", "persona_name": "Hannah", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful American woman, eyes looking at camera, her mouth slightly parted. She is in her mid-20s with a narrow heart-shaped face, high cheekbones, and a soft pointed chin. She has large, slightly downturned eyes in a striking shade of forest green with golden flecks, framed by naturally thick and feathered auburn eyebrows. Her nose is straight with a small, rounded button tip, and she has a light dusting of freckles concentrated across her nose bridge and upper cheeks. Her hair is a soft 2B wavy auburn, styled in a casual, loose half-up look with wispy strands falling around her face. Her skin is a warm porcelain with peach undertones, featuring a singular small beauty mark near the left corner of her mouth. She is wearing a heavy, oversized chunky-knit cream cardigan layered over a simple white silk camisole. She is sitting at a weathered wooden table in an Austin coffee shop, captured in a medium shot from the chest up. The lighting is soft and directional, provided by bright morning sun streaming through a nearby window, creating a natural hazy glow. The framing is a casual stop-and-talk pose, captured with the unpolished quality of a high-end smartphone camera.", "image_path": "images/iteration-0000/f01-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking green eyes, full symmetric lips, and delicate freckles over a refined bone structure. Very attractive, top 15% easily.", "failure_tags": [] }, { "persona_id": "f01", "persona_name": "Hannah", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful American woman, eyes looking at camera, her mouth slightly parted. She is in her mid-20s with a slender build and pale cream skin featuring warm peach undertones. Her face is a narrow heart-shape with a soft, rounded jawline and high, delicate cheekbones. She has large downturned eyes that are a deep sea-glass green with gold flecks, framed by thin double-lids and natural light lashes. Her nose is a small, slightly upturned button shape with a narrow bridge, and a subtle scattering of light sun-kissed freckles is concentrated across the bridge and tops of her cheeks. Her lips feature a well-defined cupid's bow with a slightly fuller bottom lip. Her eyebrows are softly arched, medium thickness, and naturally feathered in a light brown hue. Her fine-textured auburn hair has rich copper highlights and is styled in a messy, casual half-up knot with several loose, wispy strands framing her face. A small, distinctive dark beauty mark sits just above the outer corner of her left eyebrow. She is wearing a chunky, oversized cream-colored knit cardigan draped over a simple silk champagne camisole. She is captured in a medium shot, sitting at a rustic wooden table in an Austin coffee shop with soft, golden morning window light hitting her from the side, creating a warm glow. The photo has the casual framing and natural grain of a spontaneous smartphone picture.", "image_path": "images/iteration-0000/f01-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: piercing light eyes, distinct freckles, and full symmetric lips. Very attractive, though the slightly uncanny AI perfection keeps it from a 9.", "failure_tags": [ "uncanny" ] }, { "persona_id": "f02", "persona_name": "Camila", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful Latina woman, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a warm olive skin tone and golden undertones, featuring a narrow heart-shaped face, a sharp jawline, and high prominent cheekbones. Her eyes are deep-set almond-shaped in a warm hazel shade with gold flecks, framed by thick, naturally high-arched eyebrows. She has a straight nose bridge with a soft, slightly upturned tip and a wide mouth with a full cupid's bow and a confident, cocky-warm grin. Her dark espresso hair is pulled back into a high, tight ponytail showing a 2B wavy texture and a few loose flyaways. She has a toned, athletic build and a distinctive tiny beauty mark just above the left corner of her mouth, with a small minimalist geometric tattoo visible on her inner right forearm. She is wearing a teal ribbed sports bra and standing in a sun-drenched Miami gym, with blurred palm trees and bright coastal light visible through the floor-to-ceiling windows behind her. The shot is a medium-chest-up framing with the natural, unpolished quality of a quick smartphone snap, showing a light dewy glow on her skin from exertion.", "image_path": "images/iteration-0000/f02-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 7.2, "reason": "Striking features: thick arched eyebrows, warm amber eyes, and a very fit, toned upper body. Mouth is firmly closed, failing lipsync.", "failure_tags": [ "mouth_closed" ] }, { "persona_id": "f02", "persona_name": "Camila", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Latina woman, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a toned, athletic physique and warm olive skin with a golden undertone. Her face is a defined heart-shape with high cheekbones and a sharp jawline. She has large, deep amber-brown almond-shaped eyes with thick, dark lashes and naturally bushy arched eyebrows. Her nose is straight with a slightly narrow tip, and her mouth is wide with a full lower lip, held in a confident, cocky-warm grin. She has a small beauty mark on her right cheekbone. Her dark brown hair is styled in a sleek, high ponytail with a few runaway strands at her temples. She is wearing a deep forest-green racerback sports bra, and a small black minimalist tattoo of a wave is visible on her inner left forearm. She is standing in a sun-drenched Miami boutique gym, leaning her shoulder against a steel power rack. The lighting is bright and natural from large windows, creating a subtle sheen of perspiration on her skin. The framing is a medium shot from the waist up, captured with the casual quality of a high-end smartphone.", "image_path": "images/iteration-0000/f02-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: thick arched eyebrows, intense amber eyes, and a highly toned athletic physique. Matches the fitness coach persona perfectly. Mouth is slightly open showing teeth, eyes direct to camera.", "failure_tags": [] }, { "persona_id": "f03", "persona_name": "Yujin", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful Korean woman, eyes looking at camera, her mouth slightly parted. She is in her mid-20s with a soft heart-shaped face and a sharp, defined jawline. Her eyes are large, dark amber-brown doe eyes with sharp inner corners and a subtle double-lid crease. She has a straight, narrow nose with a small rounded tip and a full cupid's bow mouth with a slightly larger bottom lip. Her eyebrows are straight, thick, and dark, groomed in a natural style. A small beauty mark is visible just below her left eye. Her hair is long, pin-straight, and deep espresso-black, falling loosely over her shoulders with a soft, natural sheen. She has a cool porcelain skin tone with a dewy, glass-skin finish. She is wearing a pastel lavender oversized heavy cotton hoodie with the hood down. The shot is a medium close-up, captured in the soft afternoon light of a modern Seoul cafe with blurred warm wood tones and a large window in the background.", "image_path": "images/iteration-0000/f03-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Flawless dewy skin, large expressive doe eyes with sharp inner corners, and full, perfectly shaped lips. Nails the idol-trainee aesthetic.", "failure_tags": [] }, { "persona_id": "f03", "persona_name": "Yujin", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Korean woman, eyes looking at camera, her mouth slightly parted. She is in her mid-20s with a narrow oval face, soft jawline, and pale porcelain skin with a moist dewy glow. Her large doe eyes have sharp inner-corner creases and a double-lid fold, with deep obsidian-colored irises. She has a high, narrow nose bridge ending in a soft button tip. Her mouth features a full lower lip and a sharp cupid's bow with a subtle gap between her front teeth. Her eyebrows are straight, dark, and naturally thick. She has long, pin-straight 1A jet-black hair that falls over her shoulders in a relaxed, lived-in state. A small singular beauty mark is visible just below her left eye. She is captured in a medium shot sitting in a brightly lit Seoul dance studio, wearing a pastel oversized lavender cotton hoodie. The lighting is soft and natural from a nearby window, creating a realistic, unpolished smartphone photo aesthetic with slight lens flare.", "image_path": "images/iteration-0000/f03-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Above average with clear K-beauty styling. Standouts: dewy flawless skin, large expressive doe eyes. Very pretty but slightly generic idol-trainee look.", "failure_tags": [] }, { "persona_id": "f04", "persona_name": "Naomi", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful mixed-race Black and Japanese woman, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a slim build and warm caramel skin with golden undertones. Her face is a narrow oval with a sharp jawline, featuring hooded almond-shaped deep amber-brown eyes and a narrow nose with a soft, slightly rounded tip. She has a full cupid's bow mouth with a natural matte finish and a distinctive tiny dark beauty mark just above her left eyebrow. Her hair is a short, stylishly tapered crop of 4A defined tight coils, dark and lustrous. She is wearing paint-stained denim overalls over a simple white ribbed tank top, sitting at a weathered wooden table in a sunlit Brooklyn coffee shop. Her expression is calm and focused, like a dreamer interrupted while sketching. The lighting is soft morning sun from a nearby window, captured in a medium shot with the amateur, unpolished feel of an iPhone photograph. DNA-rich skin texture shows light freckles across the bridge of her nose.", "image_path": "images/iteration-0000/f04-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Above average. Two specific standouts: striking almond-shaped eyes with warm brown irises, and full, naturally symmetric lips. Matches the mixed Black-Japanese artist persona perfectly.", "failure_tags": [] }, { "persona_id": "f04", "persona_name": "Naomi", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful mixed-race Black and Japanese woman, eyes looking at camera, her mouth slightly parted. She is in her late-20s with a slim build and warm caramel skin with golden undertones. Her face is a narrow heart shape with high, defined cheekbones and a sharp jawline. She has almond-shaped eyes with a subtle epicanthic fold and deep amber-brown irises, a small button nose with a soft bridge, and full cupid's bow lips with a slightly wider bottom lip. Her hair is a short, cropped taper of tightly coiled 4A obsidian curls. A small constellation of three dark freckles sits atop her left cheekbone. She wears an oversized, paint-stained denim jacket over a simple cream ribbed tank top. She is captured in a medium close-up shot while sitting at a weathered wooden table in a sun-drenched Brooklyn cafe, with the blurred movement of the street visible through the window behind her. The lighting is soft and natural, emphasizing a quiet, focused artistic temperament with an unpolished, authentic smartphone-camera quality.", "image_path": "images/iteration-0000/f04-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Above average. Two specific standouts: striking almond-shaped eyes with warm amber tones, and full, well-defined lips. Matches the mixed Black-Japanese persona perfectly with paint-stained denim.", "failure_tags": [] }, { "persona_id": "f05", "persona_name": "Anya", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful Polish woman, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a soft heart-shaped face and a gentle jawline. Her skin is a cool porcelain tone with subtle blue undertones. She has large, round, crystal-blue eyes framed by thin gold wire-rim glasses that sit slightly low on her small, slightly upturned button nose. Her eyebrows are straight and fine, a very pale blonde that matches her shoulder-length 2B beachy blonde waves which are parted to the side and look naturally tousled. Her lips feature a defined cupid\u2019s bow with a slightly fuller bottom lip. A distinctive trio of tiny moles forms a small triangle on her high left cheekbone. She is captured in a medium shot, sitting at a dark wood table in a sun-drenched Brooklyn library corner. She wears a chunky cream-colored cable-knit cardigan over a white high-neck lace blouse. The background is filled with out-of-focus bookshelves and the warm, grainy glow of natural window light. The shot has the casual, unposed quality of a smartphone picture taken by a friend.", "image_path": "images/iteration-0000/f05-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: piercing blue eyes, full symmetric lips, and excellent facial symmetry. Nails the persona perfectly.", "failure_tags": [] }, { "persona_id": "f05", "persona_name": "Anya", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Polish woman, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a heart-shaped face, a soft jawline, and cool porcelain skin. She has large, downturned blue-gray eyes framed by thin gold wire-rimmed round glasses and light-colored, natural straight eyebrows. Her nose is narrow and straight with a small, defined tip, and she has a full cupid's bow mouth. A tiny, dark beauty mark is visible just below her left eye. Her warm honey-blonde hair is styled in soft 2B beachy waves, shoulder-length and messy with a side part as if she just looked up from a book. She is wearing a thick, cream-colored cable-knit cardigan over a high-neck dusty rose floral blouse. The shot is a medium-close-up, taken in a sun-drenched Brooklyn library corner with out-of-focus wooden bookshelves and old paper textures in the background. The lighting is soft and natural from a nearby window, creating a gentle glow on her skin and a slight sheen on her hair.", "image_path": "images/iteration-0000/f05-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: piercing blue eyes, full symmetric lips, and excellent bone structure (defined jawline and cheekbones). Very attractive despite the styling dominating slightly.", "failure_tags": [] } ], "aggregates": { "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 ] ] }, "baseline_metrics": null, "eps": 0.3, "pass": true, "pass_reason": { "fail_reason": null, "is_baseline": true } }