{ "iteration": 1, "timestamp": "2026-06-03T11:59:28", "wall_clock_seconds": 206.4, "prompt_snapshot_path": "prompts/iteration-0001.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 28 years old with a long narrow face, a sharp angular jawline, and pale porcelain skin with cool undertones. His eyes are deep-set and hooded, colored a pale gray-blue with a dark charcoal limbal ring. He has a narrow Roman nose with a high bridge and a straight, thick brow line that is naturally unkempt. His hair is mousy brown with a messy 2A wavy texture, several strands falling forward to graze his eyes in a lived-in bedhead style. A small vertical notch is visible in his left eyebrow where a piercing used to be, and a tiny beauty mark sits just below his right cheekbone. He has a slim but defined build, wearing a faded black vintage band tee that shows his prominent collarbones. He is standing in a Brooklyn loft at twilight, the cool blue evening light catching the edge of his face while a single dimple appears on his left cheek from a slight, lopsided tilt of his head. The background is a soft-focus interior with industrial window frames and the faint silhouette of musician gear on a stand.", "image_path": "images/iteration-0001/m01-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Striking pale blue eyes and sharp, angular jawline give him that exact brooding indie musician vibe. The messy hair falling into his face works well, though the overall frame is a bit narrow.", "failure_tags": [] }, { "persona_id": "m01", "persona_name": "Caleb", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome white American man, eyes looking at camera, his mouth slightly parted. He is 28 years old with a narrow oblong face, a sharp prominent jawline, and hollowed cheeks. He has deep-set, heavy-lidded almond eyes in an arresting pale gray-green with a dark charcoal limbal ring, framed by thick dark lashes that cast soft shadows. His nose is a narrow Roman style with a straight bridge. He has a full bottom lip contrasting a thinner top lip with a sharply defined cupid's bow. His thick chestnut brown hair is a messy 2B texture, chin-length and ruffled, with several soft strands falling across his left eye. He has a slim but defined build and cool porcelain skin. A single dark beauty mark is located just under his left jawline. He is captured in a medium shot in a Brooklyn industrial loft with exposed brick and large windows letting in the dim, moody light of dusk. He is wearing an oversized, thrifted black wool sweater with slight pilling at the cuffs. One eyebrow is set fractionally higher than the other, giving him a quiet, brooding expression. The background is softly blurred, showing the neck of a vintage electric guitar leaning against a velvet chair.", "image_path": "images/iteration-0001/m01-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking pale green eyes, sharp angular jawline, and thick textured hair give him undeniable presence. 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 man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with a wide square face, high cheekbones, and a sharp, defined jawline that shows a slight shadow of late-afternoon stubble. His eyes are a deep amber-brown with thick, dark lashes, and his brows are straight, thick, and groomed with a small natural notch through the tail of his left eyebrow. He has a straight Roman nose with a high bridge and a small, magnetic gap between his two front teeth that shows through his cocky, lopsided half-smile. His hair is a thick 2B wavy texture in a dark espresso brown, styled in a messy quiff that looks slightly damp from the humid Miami air, with a clean tapered fade on the sides. He has a warm olive skin tone with golden undertones and a faint sheen of exertion on his forehead. Standing on a sunny Miami beach walk in a medium shot, his broad, gym-built shoulders are prominent under a thin, charcoal-gray moisture-wicking tank top. The background is a soft-focus blur of palm fronds and bright turquoise ocean water under the hazy golden-hour sun, captured with the casual, high-contrast look of a late-model smartphone camera.", "image_path": "images/iteration-0001/m02-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Above average with striking amber eyes and a strong, broad shoulder frame. The smile is warm but the overall face feels slightly generic-AI, keeping it from an 8.", "failure_tags": [ "generic_face" ] }, { "persona_id": "m02", "persona_name": "Mateo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Mexican-American man, eyes looking at camera, his mouth slightly parted. He is twenty-four years old with a warm olive skin tone and golden undertones. He has an athletic, muscular build with broad gym-built shoulders and a thick neck. His face is a sharp square shape with a powerhouse jawline and high, prominent cheekbones. He has deep-set almond eyes of a rich amber-brown shade framed by thick, dark lashes. His nose has a straight Roman bridge and a defined tip. His mouth features a full lower lip and a sharply defined cupid's bow, showing a small, charming gap between his two front teeth in a cocky half-smile. His eyebrows are thick, dark, and naturally arched. His hair is jet black and straight, styled in a messy textured crop on top with a fresh fade on the sides, looking slightly damp from the Miami humidity. As a distinctive feature, he has a single deep dimple on his right cheek. A signature posture moment: he is leaning one shoulder against a weathered wooden post on the Miami boardwalk, a slight head tilt defining the strong line of his neck as the golden hour sun hits his face. He is wearing a grey sleeveless performance shirt that shows off his physique. The background is a soft-focus beach at sunset with a grainy, high-quality smartphone camera aesthetic.", "image_path": "images/iteration-0001/m02-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 7.2, "reason": "Striking features: sharp jawline, thick dark brows, and warm amber eyes. Great athletic build. However, he is looking completely away from the camera, failing the lipsync eye contact requirement.", "failure_tags": [ "eyes_averted" ] }, { "persona_id": "m03", "persona_name": "Jiwon", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a tall, lean build and a narrow oval face featuring a soft jawline and a slightly pointed chin. His skin is a warm golden beige with a subtle sun-kissed undertone. He has soft monolid eyes with a gentle downward tilt at the outer corners, colored a deep, liquid espresso brown. His nose is straight and slender with a small, rounded tip. His mouth is shaped with a thin upper lip and a soft, wide-bowed bottom lip. His eyebrows are straight and fine, appearing mostly natural and slightly wispy at the tails. His hair is pin-straight charcoal black, styled in a relaxed curtain part that brushes his brows, with one side tucked neatly behind his ear. As a distinctive feature, a faint smudge of dried black ink is visible on his left temple near the hairline. For a signature detail, his left eye is set fractionally lower than his right, giving him a perpetually thoughtful and curious expression. He is wearing a chunky sage green knit cardigan over a crinkled cream linen shirt. The shot is a medium close-up taken in a sun-drenched Los Angeles studio, with the warm afternoon light creating a soft, hazy glow and a slight amateur lens flare, capturing a quiet, artistic moment.", "image_path": "images/iteration-0001/m03-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong facial symmetry and soft monolid eyes give him a distinct, gentle appeal. Above average, but lacks the raw magnetism for an 8.", "failure_tags": [] }, { "persona_id": "m03", "persona_name": "Jiwon", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a tall, lean build and a warm ivory skin tone with golden undertones. His face is a long oval shape with a soft jawline and gentle cheekbones. He has soft monolid eyes that are a deep obsidian color with a slight downward tilt at the outer corners, framed by straight, medium-thickness natural eyebrows. His nose is straight and narrow with a soft, rounded tip. His mouth features a fuller bottom lip and a subtle cupid's bow. His hair is a dark, soft-textured 1A straight style, cut into a casual messy fringe with one side tucked behind his ear. As a signature detail, a small dark mole is located precisely half an inch below his left eye. He is wearing an oversized charcoal grey knit cardigan over a cream-colored linen shirt. He is captured in a medium shot, sitting at a wooden desk in a sun-drenched Silver Lake studio, with his lean hands resting on the table showing faint charcoal ink stains on the pads of his fingers. The background is a soft-focus artist\u2019s workspace with sketches pinned to a corkboard and a leafy plant catching the warm afternoon LA light.", "image_path": "images/iteration-0001/m03-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Soft monolid eyes and clear skin stand out. Good facial symmetry, but frame feels a bit narrow and boyish, lacking the presence for an 8.", "failure_tags": [ "narrow_shoulders", "boyish_when_mature_intended" ] }, { "persona_id": "m04", "persona_name": "Marcus", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a broad-shouldered, athletic build and deep mahogany skin with warm golden undertones. He has a long oval face with a very sharp, defined jawline and high cheekbones. His eyes are deep-set and downturned almond-shaped with dark espresso-colored irises and thick, straight lashes. He has a straight nose bridge with a slightly rounded tip and full, symmetrical lips that reveal a small, distinctive gap between his two front teeth. His eyebrows are thick and straight, featuring a small natural notch near the tail of the left brow. He wears his hair in a short, neat fade with 4C texture coils on top and a meticulously groomed short box beard. He is captured in a medium shot leaning against a polished dark wood bar in a dimly lit Manhattan lounge, wearing a fitted black button-down shirt with the sleeves rolled up to reveal intricate black-ink geometric tattoos covering his inner forearms. The amber light from the back-bar shelves creates a soft glow on his skin and a warm bokeh effect in the background, where a small philosophy paperback sits on the counter beside him.", "image_path": "images/iteration-0001/m04-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Strong jawline, intense direct eye contact, and broad shoulders tapering well. Hits the persona perfectly.", "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 deep mahogany skin tone and warm golden undertones. He has a strong square jawline, deep-set, heavy-lidded almond eyes of a rich espresso-brown shade, and thick, straight eyebrows that are naturally full. His nose has a straight bridge with a slightly rounded tip and defined nostrils. His hair is a clean 4C low-fade buzz cut with a crisp, manicured hairline, paired with a short, neatly trimmed beard that connects to a thin mustache. As a signature detail, he has a singular, deep dimple on his right cheek that appears even in his relaxed expression. He is wearing a fitted black cotton shirt with the sleeves rolled up, revealing intricate geometric black-work tattoos spanning his corded forearms. He is leaning against a dark mahogany bar in a quiet, upscale Manhattan hotel lounge, one hand resting on a small, worn philosophy paperback. The lighting is warm and dim, creating a soft amber glow on his skin and a gentle bokeh effect from the blurred liquor bottles and crystal glassware in the background. The photo has the natural, slightly grainy texture of a high-end smartphone shot in low light, capturing a quiet, stop-and-talk moment.", "image_path": "images/iteration-0001/m04-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong, broad shoulders and intense, direct eye contact. Good facial hair grooming. Solid 7, but lacks the undeniable standout features for an 8.", "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, 28 years old, eyes looking at camera, his mouth slightly parted. He has a long oval face with a defined, slightly cleft chin and high, sharp cheekbones. His eyes are deep-set and almond-shaped with heavy lids, colored a deep amber-brown and framed by thick, dark lashes. He has a narrow Roman nose with a high bridge and a straight profile. His hair is a messy espresso-colored mop of chin-length 2B waves, parted haphazardly in the middle with a wind-swept, grungy texture. He is wearing a faded, charcoal-colored vintage rock band t-shirt that shows off a detailed black-ink half-sleeve tattoo on his left arm. His skin is a warm olive with golden undertones, glowing under the orange haze of a Brooklyn skate park golden hour. A single, deep dimple appears on his right cheek as he offers a sweet, boyish half-smile that contrasts with his edgy aesthetic. He is captured in a medium shot, leaning against a graffiti-covered concrete ramp with a beat-up skateboard tucked under his arm. The lighting is soft and directional, catching the slight natural notch in his thick, straight left eyebrow.", "image_path": "images/iteration-0001/m05-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and striking amber eyes give him a distinct look. The thick, messy hair frames his face well, but the overall frame is a bit narrow, keeping him from an 8.", "failure_tags": [ "narrow_shoulders" ] }, { "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 warm olive skin with golden undertones. He has a wide square face with a sharp, defined jawline and high cheekbones. His eyes are deep-set and almond-shaped, a warm hazel color with golden flecks. He has a straight Roman nose bridge with a slightly narrow tip. His hair is a dark chestnut brown, chin-length with 2B beachy waves that look soft and wind-tousled. His eyebrows are straight, thick, and mostly natural with a small notch near the tail of the left brow. He has a wide mouth with a fuller bottom lip and a sweet boyish expression. His signature feature is a single sharp dimple on his right cheek that deepens as he smiles. A detailed half-sleeve of black ink tattoos is visible on his right arm, extending from the shoulder to the elbow. He is wearing a faded, oversized black vintage band t-shirt with a cracked graphic. He is leaning against a metal handrail at a Brooklyn skate park during golden hour, with the warm orange sun flare catching the edges of his hair and blurred graffiti-covered ramps in the background. The image has the casual, slightly grainy quality of a smartphone snap.", "image_path": "images/iteration-0001/m05-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking hazel eyes, thick voluminous hair, and a strong symmetrical jawline. 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, 35 years old, eyes looking at camera, his mouth slightly parted. He has a sharp-jawed square face with a slightly cleft chin and warm olive skin with golden undertones. His eyes are deep-set hazel with flecks of amber, framed by thick, dark eyebrows that are straight and naturally full. A small natural notch through the tail of his left eyebrow serves as a distinctive mark. He has a narrow Roman nose with a high bridge and a straight profile. His mouth is wide with a fuller bottom lip and a defined shadow line beneath, suggesting a calm, confident expression. His hair is dark charcoal-brown, cut in a clean professional taper with a 1A straight texture, showing distinct silver-grey edges at the temples and a subtle cowlick at the front of his hairline. He is captured in a medium-close-up shot wearing a tailored charcoal wool suit with the top button of his crisp white shirt undone. The photo has the casual feel of an iPhone shot taken in a Chicago office during the late afternoon, with the soft, diffused light of the \"L\" train tracks visible through a window in the blurred background. He stands with a relaxed but protective posture, leaning one shoulder against a desk edge, projecting a steady and grounded presence.", "image_path": "images/iteration-0001/m06-seed1.png", "attractiveness": 6, "prompt_adherence": 8, "lipsync_adherence": 3, "weighted_score": 5.8, "reason": "Strong brow and deep-set eyes give him a solid presence, but the expression is stiff and the mouth is firmly closed. Lacks the 'protective alpha energy' requested, coming off a bit generic.", "failure_tags": [ "mouth_closed", "awkward_expression", "generic_face" ] }, { "persona_id": "m06", "persona_name": "Adrian", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Mediterranean man, 35 years old, eyes looking at camera, his mouth slightly parted. He has a warm olive skin tone with golden undertones and a wide square face shape with a sharp, heavy jawline. His eyes are deep-set almond-shaped in a shade of warm hazel with gold flecks, framed by thick, dark, and slightly arched eyebrows. He has a narrow Roman nose with a high bridge and a small bow-shaped mouth with a fuller bottom lip. His hair is a short, dark 2B texture, styled in a messy side part that reveals prominent silver-gray hair at the temples. A distinctive feature is a single deep dimple on his left cheek that appears as he holds a confident, protective expression. His signature posture is a slight head tilt that emphasizes the sternocleidomastoid line of his neck. He is wearing a charcoal grey wool suit with a crisp white shirt unbuttoned at the collar, standing on a high-rise balcony in Chicago at twilight with the city lights creating a soft bokeh background. This medium-shot captures him in a casual stop-and-talk moment, looking magnetic and composed.", "image_path": "images/iteration-0001/m06-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking hazel eyes, sharp angular jawline, and strong masculine brow ridge. Nails the Mediterranean finance guy vibe perfectly.", "failure_tags": [] }, { "persona_id": "m07", "persona_name": "Haruki", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Japanese man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with a lean, approachable build and warm porcelain skin with a subtle golden undertone. He has a heart-shaped face with a soft jawline and a slightly pointed chin. His eyes are large, round \"puppy dog\" almond shapes, double-lidded with thick dark lashes, and colored a deep amber-brown with golden flecks. His nose has a small, straight bridge and a soft rounded tip. He has a full cupid\u2019s bow mouth with a tiny, endearing gap between his front teeth visible through his half-parted smile. His eyebrows are straight, dark, and naturally thick but soft-edged, and his hair is styled in messy 2B waves, jet black and slightly tousled as if he just ran his hands through it, falling in a casual curtain over his forehead. As a signature detail, a single deep dimple is visible on his right cheek. He is wearing an oversized, thick-knit cream wool sweater that looks soft and cozy. The shot is a medium-closeup taken inside a sunlit Tokyo cafe; he is leaning forward slightly on one elbow at a light wood table, creating a welcoming stop-and-talk pose. The background shows the soft bokeh of a blurred Tokyo street through a glass window with warm, natural afternoon light catching the side of his face.", "image_path": "images/iteration-0001/m07-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Nails the soft-boy aesthetic perfectly. Standouts: striking amber eyes catching the light, and a very clean, symmetrical facial structure. A bit too boyish for my personal taste, but undeniably above average.", "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, mid-20s. Eyes looking at camera, his mouth slightly parted. He has a heart-shaped face with a soft, rounded jawline and warm ivory skin with golden undertones. His eyes are large, deep-set, and slightly downturned in an almond shape, featuring a deep amber-brown color with gold flecks. He has a straight nose bridge that ends in a soft button tip and a small, symmetrical mouth with a full cupid's bow. His eyebrows are straight, thick, and slightly unkempt. His dark espresso hair has a 2A wavy texture, styled in a tousled middle part with messy bangs falling over his forehead. A tiny beauty mark is located just below his left eye. As a signature detail, he has a single deep dimple visible on his right cheek, adding to his sweet, friendly expression. He is wearing a heavy, oversized cream-colored ribbed knit sweater. He is seated in a cozy Tokyo cafe with a bokeh background of warm wood tones and soft pendant lights. The lighting is soft and natural, coming from a window, captured in a casual medium-close-up iPhone-style shot.", "image_path": "images/iteration-0001/m07-seed2.png", "attractiveness": 6, "prompt_adherence": 10, "lipsync_adherence": 3, "weighted_score": 6.199999999999999, "reason": "Nails the soft-boy aesthetic with big warm eyes, but the mouth is firmly closed. Slightly boyish features keep him from scoring higher on raw attractiveness.", "failure_tags": [ "mouth_closed" ] }, { "persona_id": "m08", "persona_name": "Renan", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Brazilian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a warm olive skin tone and a lean, ripped muscular physique. His face is a wide square shape with a sharp, defined jawline and high, prominent cheekbones that catch the gym's fluorescent light. He has deep-set almond eyes of a dark cocoa brown, framed by thick, straight dark lashes that give him a gentle expression despite his rugged build. His nose is a strong Roman profile with a slightly thickened bridge suggesting a history in the ring, and he has a buzz-cut hairstyle with a clean fade in dark espresso brown. A distinctive cauliflower ear on his right side marks him as a seasoned grappler, while a single deep dimple on his right cheek softens his face as he offers a kind, half-smile. He is wearing a black ribbed tank top that highlights his vascular arms and defined collarbones. The background is a gritty Sao Paulo MMA gym with out-of-focus heavy bags and red floor mats. The lighting is natural and slightly harsh, typical of an iPhone shot, capturing a sweat sheen on his forehead and a small, white jagged scar through the tail of his left eyebrow as a signature detail of his fighting career.", "image_path": "images/iteration-0001/m08-seed1.png", "attractiveness": 5, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 6.8, "reason": "Matches the MMA fighter persona well with sweat and gym setting, but the frame is quite narrow and the jawline is somewhat soft for the intended tough archetype. Neutral overall.", "failure_tags": [ "narrow_shoulders", "soft_jawline" ] }, { "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 warm olive skin and golden undertones. He has a strong square face with a sharp, heavy jawline and high, rugged cheekbones. His eyes are deep-set and almond-shaped, a dark obsidian color with a subtle olive cast. He has a straight, thick bridge to his nose and thick, dark eyebrows that are mostly natural with a small notch near the tail of the left one. His hair is a crisp buzz cut with a dark fade, paired with a dense five-o\u2019clock shadow. He has a prominent cauliflower ear on his right side and a small, faint scar running through his left brow. His signature is a gentle, soulful asymmetric smile that pulls slightly higher on the left side, instantly softening his tough features. He is wearing a simple black ribbed tank top that shows off a ripped, lean physique and powerful shoulders. The setting is a grit-filled Sao Paulo MMA gym with blue grappling mats and hanging heavy bags softly blurred in the background under warm, natural light from high windows. The framing is a natural medium shot captured with a mobile phone.", "image_path": "images/iteration-0001/m08-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 7.0, "reason": "Solid frame and warm eyes, but the skin texture is a bit rough and the facial hair is patchy. Good overall presence but lacks the sharp standout features for a higher score.", "failure_tags": [ "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 broad-shouldered, rugged build and sun-tanned skin with warm bronze undertones. He has a wide square face with a sharp jawline and a prominent cleft chin, his narrowed deep-set eyes are a striking pale gray-blue with a dark charcoal ring. His nose is a straight Roman bridge with a slightly weathered tip, and he has a heavy, dark brown 5 o'clock shadow across his lower face. His thick, low-set eyebrows are dark brown, with a small visible notch through his left brow where a faint scar lies. He wears a battered dark brown felt cowboy hat that casts a moody shadow across his forehead, and his hair is dark brown with a slightly coarse, messy texture visible at the temples. His signature look is a defining asymmetry: his mouth pulls slightly more to the right in a subtle, rugged half-smile that reveals a small gap between his front teeth. He is framed from the chest up, wearing a worn, faded charcoal and navy flannel shirt with the collar slightly frayed. He is leaning against a weathered wooden fence post on a Montana ranch during the golden hour, the background a soft-focus blur of a distant barn and rolling hills under a late afternoon sun.", "image_path": "images/iteration-0001/m09-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking light blue eyes, rugged square jawline with thick stubble, and a broad, masculine neck/shoulder frame. Nails the Rip Wheeler vibe perfectly.", "failure_tags": [] }, { "persona_id": "m09", "persona_name": "Wyatt", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome white American man, eyes looking at camera, his mouth slightly parted. He has a wide square face with a sharp, heavy jawline and a prominent cleft chin. His deep-set eyes are a stormy gray-blue with a charcoal limbal ring, framed by thick, low-slung, dark eyebrows. A strong Roman nose with a high bridge and a square tip sits above his wide, symmetrical mouth. A light dusting of grit and heavy stubble covers his sun-weathered face, which has a deep copper-tan and warm golden undertones. He is wearing a faded, sweat-stained buffalo plaid flannel shirt, revealing broad, powerful shoulders. A worn, dark felt cowboy hat is tilted forward, casting a cinematic shadow across his upper brow, though his gaze remains visible and fixed on the lens. A single deep dimple punctuates his right cheek, adding a hint of hidden warmth to his rugged, stoic expression. The background shows the soft-focus golden hour light of a Montana ranch, with weathered wooden fence rails and the hazy silhouette of mountains in the distance. A small, white jagged scar sits just below his left ear along the jawline.", "image_path": "images/iteration-0001/m09-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking piercing blue eyes, incredibly sharp and defined jawline, and a ruggedly handsome sun-weathered texture. Definitely top 15% material.", "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 warm olive skin and golden undertones, featuring a sharp diamond-shaped face and a very defined, clean-shaven jawline. His large almond-shaped eyes are a deep molasses-brown with golden flecks, framed by thick dark lashes and dense, Brooke-Shields-style natural eyebrows where the left peak is set fractionally higher than the right as a signature asymmetry. He has a straight Roman nose with a slightly narrowed tip and a mouth with a highly defined cupid's bow and a fuller bottom lip. His thick jet-black hair has a 2B wavy texture, worn slightly long on top and messy as if he\u2019s been running his hands through it. He wears rectangular tortoiseshell glasses pushed high up the bridge of his nose. His slim but athletic build is emphasized by a fitted charcoal-gray ribbed henley that shows the definition in his shoulders. The scene is a Stanford library at golden hour, with soft amber light hitting the side of his face and illuminating rows of leather-bound books and a wooden table in the background. The shot is a medium-close-up, capturing a natural \"stop-and-talk\" moment during a study session.", "image_path": "images/iteration-0001/m10-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 6.0, "reason": "Nice thick hair and warm eyes, but the jawline is a bit soft and the expression is slightly stiff. Mouth is completely closed.", "failure_tags": [ "mouth_closed", "soft_jawline" ] }, { "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 slim, athletic build and deep golden-tan skin with warm mahogany undertones. His face is a sharp heart shape with a high-definition jawline and prominent cheekbones. He has deep-set almond eyes of a rich amber-brown color, framed by thick, dark lashes. His nose is a straight Roman profile with a refined tip, and his eyebrows are thick and naturally straight with one brow set fractionally higher than the other. His hair is a dark raven color in thick 2B waves, appearing slightly tousled as if he just ran his hands through it. He wears rectangular black-rimmed glasses pushed high up the bridge of his nose. He is wearing a charcoal-colored fitted cotton henley that emphasizes his muscular chest and shoulders. The setting is a sun-drenched university library aisle during golden hour, with warm light catching the edges of his silhouette and a small mole visible just above his right cheekbone. A signature detail is the slight gap between his two front teeth, barely visible through his relaxed, parted lips.", "image_path": "images/iteration-0001/m10-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong jawline and striking golden-brown eyes under the glasses. Good athletic frame visible through the henley. Above average, but expression is a bit vacant.", "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, early-30s. Eyes looking at camera, his mouth slightly parted. He has a narrow oval face with a very sharp, chiseled jawline accented by dark day-old stubble. His eyes are deep-set and almond-shaped, a striking shade of dark mocha-brown with charcoal limbal rings. He has a prominent Roman nose with a high bridge and a well-defined cupid's bow on a mouth with a slightly fuller bottom lip. His eyebrows are thick, dark, and straight, with a small natural notch near the tail of his left brow. His dark hair is a 2B wavy texture, appearing slightly damp at the temples from the heat of a professional kitchen. He has a warm olive skin tone with golden undertones. He is captured in a medium shot wearing a crisp white chef's jacket with the sleeves rolled up, revealing detailed black ink tattoos wrapping around his muscular forearms. The scene is illuminated by the warm, focused amber lighting of a Marseille tasting-menu kitchen, creating a slight sheen of exertion on his skin and deep shadows that highlight his bone structure. One lock of hair has fallen forward, resting just above his eyebrow.", "image_path": "images/iteration-0001/m11-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and intense, deep-set eyes give him a striking look. The messy hair adds character, but the slightly awkward forward-leaning posture detracts from a higher score.", "failure_tags": [ "awkward_expression" ] }, { "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 in his early 30s with a warm olive skin tone and golden undertones. He has a wide square face with a very sharp jawline and high, pronounced cheekbones covered in dark day-old stubble. His eyes are deep-set and almond-shaped, colored a near-black with a slight olive cast under heavy, straight, and bushy dark brows. He has a narrow Roman nose with a high bridge and a defined tip. His hair is short, dark charcoal-black with 2B waves, appearing slightly damp from the heat of the kitchen. A small, faint vertical scar through the tail of his left eyebrow provides a rugged detail. He is wearing a white professional chef\u2019s coat with the sleeves rolled up to his elbows, revealing intricate black ink geometric tattoos across his muscular forearms. He is captured in a medium shot, leaning against a stainless steel kitchen pass in Marseille, with warm concentrated light from hanging heat lamps creating sharp highlights on his features and a defined tension in his neck. The background is a blurred high-end professional kitchen with copper pans and soft ambient glow.", "image_path": "images/iteration-0001/m11-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Strong eye contact and good stubble, but the expression feels a bit strained and the skin texture is slightly uncanny. Not quite hitting the 'smoldering' mark.", "failure_tags": [ "awkward_expression", "uncanny" ] }, { "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, commanding frame and cool porcelain skin with ivory undertones. He possesses a long heart-shaped face with a razor-sharp jawline and high, chiseled cheekbones. His eyes are narrow monolids, slightly upturned at the outer corners, in a deep obsidian shade that looks near-black. He has a high-bridged, straight Roman nose with a sharp tip and a thin mouth with a sharply defined cupid's bow. His eyebrows are dark, straight, and densely groomed, and his 1A pin-straight jet-black hair is styled in a crisp side-part with a single intentional strand falling over his brow. For a signature detail, his left eyebrow is set fractionally higher than his right at rest, giving him a perpetually calculating and reserved expression. He is wearing a perfectly tailored navy blue bespoke suit over a crisp white dress shirt with a stiff collar, no tie. He is captured in a medium shot standing in front of a floor-to-ceiling office window in Seoul, with the blurred twilight city skyline and blue-toned office reflections visible behind him. The lighting is soft and natural, caught on a smartphone camera for a candid, high-stakes professional vibe.", "image_path": "images/iteration-0001/m12-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 8, "weighted_score": 7.800000000000001, "reason": "Strong K-drama CEO aesthetic. Standouts: sharp jawline, intense direct eye contact. Very polished, but slightly generic 'perfect' AI face prevents a higher score.", "failure_tags": [ "generic_face" ] }, { "persona_id": "m12", "persona_name": "Seojun", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a lean, powerful build and cool porcelain skin. His face is a narrow oval with a razor-sharp jawline and high, sculpted cheekbones that define his cold, reserved expression. He has monolid eyes with a sharp inner-corner crease and a glassy, near-black iris color. His nose is a prominent Roman bridge, very straight with a refined, narrow tip. He has a thin upper lip and a slightly fuller lower lip with a sharply defined cupid's bow. His hair is pin-straight and jet black, styled in a precise side-part but with a single loose strand falling over his right eyebrow. A small, distinctive beauty mark is visible just below his left eye. He is wearing a perfectly tailored navy pinstripe suit over a crisp white shirt with a high collar. He is positioned in a high-rise office in Seoul, standing before a floor-to-ceiling window that reveals the glowing orange and blue twilight of the city skyline. The lighting is a mix of the cool blue hour from outside and a soft glow from a nearby computer monitor, creating a sharp highlight on the side of his neck. He has a slight head tilt that catches the light on his jaw, giving him an imposing, magnetic presence.", "image_path": "images/iteration-0001/m12-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong K-drama CEO aesthetic. Sharp jawline and intense, cold eye contact stand out. A bit too polished/generic-idol to push higher, but undeniably above average.", "failure_tags": [ "generic_face" ] }, { "persona_id": "m13", "persona_name": "Finn", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Australian man, late 20s, eyes looking at camera, his mouth slightly parted. He has a narrow square face with a sharp, defined jawline and high cheekbones weathered by the sun. His eyes are deep-set, narrow almond-shaped, a striking seawater teal with sun-burst gold flecks, framed by thick lashes and deep crinkle lines at the corners from smiling. He has a straight nose bridge with a slightly rugged tip and a wide mouth featuring a thin upper lip over a fuller bottom lip, revealing a small gap between his two front teeth. His hair is mid-length 2B texture, sun-bleached to a pale platinum blonde with sandy roots, looking messy and salt-crusted from a morning surf. His skin is a deep golden-tan with warm honey undertones, featuring sparse pale freckles across the bridge of his nose and a small silver scar near his right temple. He has a lean swimmer\u2019s build with broad shoulders, captured in a medium shot standing on a beach at sunrise. The soft orange light defines his neck muscles and catches a single drop of seawater trailing down his collarbone. He is wearing a black neoprene wetsuit peeled down to his waist, leaning slightly with one shoulder forward in a relaxed, stop-and-talk posture.", "image_path": "images/iteration-0001/m13-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking piercing blue eyes, strong defined jawline, and a lean, muscular swimmer's build. Very attractive, but the intense stare lacks the 'warm crinkled smile' requested.", "failure_tags": [ "awkward_expression" ] }, { "persona_id": "m13", "persona_name": "Finn", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Australian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean, athletic swimmer's build and a deep golden tan with warm honey undertones. He has a long rectangular face with a sharp, sun-kissed jawline and deep-set, narrow hooded eyes that are a pale sea-foam blue with a dark charcoal limbal ring. His nose is straight with a high bridge and a dusting of light freckles across the center, and his messy mid-length hair is a texture of 2B beachy waves, sun-bleached to a platinum blonde on the tips with sandy roots, looking damp and piecey from salt water. He has thick, straight, sandy-colored eyebrows and a signature small vertical scar through the tail of his left eyebrow. He is standing shirtless on a beach during a soft orange sunrise, his black wetsuit peeled down to his waist, showing a warm smile that creates deep, friendly crinkles at the corners of his eyes. The lighting is soft and natural, captured in a medium shot on an iPhone, with the hazy ocean waves blurred in the background.", "image_path": "images/iteration-0001/m13-seed2.png", "attractiveness": 6, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 7.199999999999999, "reason": "Nice eyes and good hair texture, but he looks significantly younger than late-20s (boyish face) and has a somewhat narrow, underdeveloped frame for a surfer.", "failure_tags": [ "wrong_age_range", "boyish_when_mature_intended", "narrow_shoulders" ] }, { "persona_id": "m14", "persona_name": "Cyrus", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Iranian man, late-20s, eyes looking at camera, his mouth slightly parted. He has a sharp diamond-shaped face with a high, razor-defined jawline and warm olive skin with golden undertones. His eyes are deep-set and almond-shaped, colored a near-black with a slight olive cast, framed by thick dark lashes and heavy, straight-groomed eyebrows. He has a narrow Roman nose with a high bridge. His hair is jet-black and 1A straight, slicked back with a high-shine pomade, though a single stray piece has escaped to fall near his temple. He is wearing a designer black grain-leather jacket carelessly over a dark silk shirt, leaning against a polished stone pillar in a dimly lit Mayfair alley. His expression is a bratty, entitled smirk that pulls noticeably higher on the right side of his mouth, revealing a small gap between his front teeth. A small, clean notch is visible in the tail of his left eyebrow. The lighting is moody and cinematic, catching the sheen of his hair and the texture of the leather, with the blurred warm yellow glow of London streetlights in the background.", "image_path": "images/iteration-0001/m14-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong jawline and intense, dark eyes give him a striking look. Nails the arrogant rich-kid persona perfectly.", "failure_tags": [] }, { "persona_id": "m14", "persona_name": "Cyrus", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Iranian-British man, eyes looking at camera, his mouth slightly parted. He is 27 years old with a sharp-angled long oval face and a very defined, clean-shaven jawline. His skin is a warm olive with golden undertones. He has deep-set almond eyes of a near-black shade with a slight olive cast, framed by thick dark lashes. His nose is a narrow Roman shape with a high bridge and a slightly pointed tip. His mouth features a full bottom lip and a sharply defined cupid's bow, held in a half-parted entitled smirk. His thick dark 1A texture hair is slicked back with high-shine pomade, looking meticulously styled. A small beauty mark is visible just below his left eye. As a signature detail, his right eyebrow is set fractionally higher than his left, lending him a permanent expression of skeptical, wealthy amusement. He is wearing an oversized, buttery-soft black designer lambskin leather jacket draped carelessly over a white silk shirt. The photo is a medium shot taken at night on a Mayfair street, with the blurred warm yellow glow of streetlights and luxury boutique windows in the background, captured as a spontaneous, slightly grainy iPhone snap.", "image_path": "images/iteration-0001/m14-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong jawline and intense, dark eyes give him a striking look. Nails the entitled rich-kid persona perfectly. Mouth is slightly parted and eyes are locked on camera.", "failure_tags": [] }, { "persona_id": "m15", "persona_name": "Devon", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a deep espresso skin tone and warm mahogany undertones. He has a wide square face with a sharp, heavy jawline and large, soft almond-shaped eyes of a warm honey-brown color with amber flecks. His hair is a short, crisp fade with defined 4C texture coiling at the top. He has a broad nose with a straight bridge and thick, straight eyebrows that feature a small, faint vertical scar through the tail of the left one. This man has an athletic V-shaped frame with broad shoulders highlighted by a navy blue cotton fire station t-shirt with \"CHICAGO FIRE\" printed in faded white letters across the chest. A single deep dimple appears on his right cheek as he offers an easy, approachable smile. He is standing in a sun-drenched Chicago fire station garage, with the out-of-focus red fender of a fire truck in the background. The lighting is bright natural afternoon sun, creating a soft glow on his skin and a small catchlight in his eyes.", "image_path": "images/iteration-0001/m15-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.199999999999999, "reason": "Solid frame and nice eye color, but the expression is a bit stiff and the lighting creates harsh shadows on the face, making it feel slightly awkward rather than warm and approachable.", "failure_tags": [ "awkward_expression", "lighting_fail" ] }, { "persona_id": "m15", "persona_name": "Devon", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a warm mahogany skin tone and golden undertones. He has a wide square face with high cheekbones and a very sharp, masculine jawline. His eyes are large, deep-set almond shapes in a warm chocolate-brown color with amber flecks. He has a broad, straight nose with a rounded tip and a full, symmetrical mouth showing a hint of his front teeth in an approachable, easy smile. A small, deep dimple appears on his right cheek only, providing a charming asymmetry. His eyebrows are thick and straight, with a tiny natural notch near the tail of the left one, and his hair is a neat, low buzz cut showing a dense 4C texture. He has a powerful athletic V-shaped frame with broad shoulders, wearing a fitted navy blue cotton station t-shirt with \"CHICAGO FIRE\" printed in faded white block letters. The shot is a medium-upper-body framing taken in a sunlit fire station garage; behind him, the blurred reflective chrome and red paint of a fire engine catch the natural afternoon light. The lighting is soft and directional, highlighting the corded muscles of his neck and a slight sheen of exertion on his forehead, typical of an amateur smartphone capture during a shift break.", "image_path": "images/iteration-0001/m15-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Strong jawline and broad shoulders, but the skin texture is overly harsh and the expression feels slightly stiff rather than an 'easy approachable smile'.", "failure_tags": [ "bad_skin", "awkward_expression" ] }, { "persona_id": "m16", "persona_name": "Theo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome German man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a cool porcelain complexion and an intentionally narrow, angular face characterized by a sharp jawline and high, prominent cheekbones. He has deep-set, wide-set eyes of a pale gray-green with a dark charcoal limbal ring, framed by exceptionally long and thick dark lashes. His nose is a narrow Roman shape with a high, straight bridge and a refined tip. His mouth features a thin top lip and a fuller bottom lip with a sharply defined cupid's bow. His dark espresso hair is shoulder-length with 2A fine waves, appearing slightly tousled and uncombed. As a signature detail, he has a single deep dimple only on his left cheek that appears even at rest, adding to his quiet intensity. He has a very slim, wiry frame with narrow shoulders and visible collarbones showing through the collar of a loose, draped off-white linen shirt worn under a chunky, slightly frayed cream cardigan. He is captured in a medium shot sitting at a small wooden table in a Berlin cafe, with flickering late-afternoon golden light catching the faint black ink stains on his long, slender fingers.", "image_path": "images/iteration-0001/m16-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking 'delicate intellectual' look. Standouts: piercing light eyes with thick lashes, sharp angular jawline, and a lean, elegant neck/frame that perfectly matches the persona.", "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 slim, intentionally angular build, narrow shoulders, and a lean, wiry frame. His face is a narrow oblong shape with exceptionally sharp, high cheekbones and a thin, defined jawline. He has deep-set, narrow eyes of a pale gray-green with a dark charcoal ring, framed by unusually long and dense dark lashes. His nose is a narrow Roman style with a sharp bridge and a refined tip. His eyebrows are dark and straight, with a signature detail of the left eyebrow sitting fractionally higher than the right, creating a look of quiet intensity. His skin is a cool porcelain tone with subtle blue undertones. His dark espresso hair is shoulder-length with fine 2A waves, tucked messily behind his ears with a few strands falling over his forehead. He wears a worn, oversized cream-colored wool cardigan over a loose, cream linen shirt that drapes over his slender frame. He is sitting in a rustic Berlin cafe in the late afternoon, with warm golden light casting long shadows across the wooden table. His long, thin fingers, stained with dark blue ink, are resting on the table near a ceramic cup. Medium shot, natural indoor lighting, authentic candid vibe.", "image_path": "images/iteration-0001/m16-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking 'delicate intellectual' aesthetic. Standouts: piercing light eyes with thick dark brows, sharp angular jawline, and a lean neck/collarbone structure that perfectly matches the wiry poet vibe.", "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 twenty-four years old with a slim, lean frame and intentionally narrow shoulders that suggest a cerebral rather than athletic lifestyle. His skin is a cool porcelain tone with a smooth, matte finish. He has a narrow oval face with a soft, refined jawline and high, subtle cheekbones. His soft monolid eyes are a deep amber-brown, framed by thin gold-rimmed circular glasses. His nose has a straight, high bridge and a narrow, delicate tip. His eyebrows are straight, dark, and neatly groomed. His hair is 1A pin-straight jet black, styled in a precise middle part with the ends reaching his earlobes. As a signature detail, a single strand of hair has escaped his styling to fall perfectly across the bridge of his glasses. He is wearing a crisp off-white linen shirt buttoned all the way to the top collar. He is seated in a quiet, sun-drenched library in Seoul, surrounded by stacks of old philosophy books, captured in a medium close-up shot with soft window light highlighting his intellectual sensitivity.", "image_path": "images/iteration-0001/m17-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Clean, symmetrical features and nice hair, but the very narrow shoulders and soft jawline make him look a bit too boyish for my taste. Nails the intended cerebral aesthetic though.", "failure_tags": [ "narrow_shoulders", "soft_jawline", "generic_face" ] }, { "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 24 years old with a slim, lanky build and intentionally narrow shoulders that emphasize his delicate, cerebral frame. His skin is a cool porcelain with a faint blue undertone. He has a narrow oval face with a sharp jawline and high, soft cheekbones. His eyes are classic monolids with a subtle inner-corner crease and deep amber-black irises behind thin gold wire-rimmed round glasses. His nose is slender with a straight bridge and a small, delicate tip. He has a small bow-shaped mouth with a sharply defined cupid's bow and a fractionally fuller bottom lip. His hair is glass-straight jet black, styled in a precise middle part with the ends softly tucked behind his ears. As a signature detail, a single tiny beauty mark is visible just below the outer corner of his left eye. He is wearing a crisp off-white linen shirt buttoned all the way to the top, standing in a sun-drenched Seoul bookshop. The framing is a medium shot, catching him between aisles of weathered wooden shelves filled with philosophy texts. Soft afternoon light filters through a large window, creating a gentle glow on his shoulder and highlighting the fine texture of the linen. He looks intellectually sensitive and calm, frozen in a quiet moment of scholarly reflection.", "image_path": "images/iteration-0001/m17-seed2.png", "attractiveness": 5, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 6.8, "reason": "Very generic K-drama aesthetic. Narrow shoulders and soft features match the prompt perfectly, but lack the masculine presence I look for. The expression is a bit blank.", "failure_tags": [ "generic_face", "narrow_shoulders", "weak_frame" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Italian-American man, 28 years old, eyes looking at camera, his mouth slightly parted. He has a narrow heart-shaped face with exceptionally sharp, high cheekbones and a refined, angular jawline. His eyes are large, deep-set, and almond-shaped, colored a near-black with a slight olive cast, framed by unusually long, dark lashes. He has a narrow Roman nose with a high bridge and a soft, defined tip. His mouth features a sharp cupid's bow with a slightly fuller bottom lip that has a faint vertical crease in the center. His eyebrows are dark and high-arched, with a signature detail of a small, natural gap in the hair of his right brow from a childhood scar. His dark charcoal 1A-straight hair is pulled back into a neat, tight low ponytail at the nape of his neck. He has a warm olive skin tone with a subtle golden undertone and a light sheen of perspiration from his workout. He possesses a remarkably lean and elongated dancer\u2019s physique, characterized by long limbs, a slender neck showing a defined sternocleidomastoid line, and a narrow waist without any heavy muscle bulk. Captured in a medium shot, he is sitting on a grey marley floor in a sunlit New York City dance studio, mid-stretch with one leg extended, while a wooden ballet barre is visible in the soft-focus background. The lighting is bright, natural morning sun coming from a large industrial window, casting soft shadows that emphasize his bone structure.", "image_path": "images/iteration-0001/m18-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 7.6000000000000005, "reason": "Striking facial structure with sharp cheekbones and intense dark eyes. The lean, elongated dancer physique is well-executed, though the expression is slightly stiff.", "failure_tags": [] }, { "persona_id": "m18", "persona_name": "Cassian", "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 in his late 20s with a lean, sinewy dancer's physique characterized by long, elegant limbs, a narrow waist, and lithe, whip-cord muscle definition rather than bulk. His skin is a warm olive with golden undertones. He has a long heart-shaped face with razor-sharp cheekbones and a defined, narrow jawline. His eyes are deep espresso-brown, almond-shaped, and deep-set under high-arched, dark, well-groomed eyebrows. His nose is a narrow Roman style with a high bridge and a refined tip. He has a small, faint vertical scar through the tail of his left eyebrow. His jet-black, pin-straight hair is pulled back into a neat, tight low ponytail, with a few damp strands clinging to his temples from exertion. As a signature detail, he has a sharply defined cupid\u2019s bow with a particularly tall central peak that catches the sunlight. He is captured in a medium-full shot mid-stretch on a black marley floor in a sun-drenched New York City dance studio, with a wooden ballet barre and floor-to-ceiling mirrors visible in the soft-focus background. He is wearing a simple black ribbed tank top that highlights his slender frame and grey dance tights. The lighting is bright and natural, streaming in from high industrial windows, creating a soft glow on his skin and highlighting the precision of his posture.", "image_path": "images/iteration-0001/m18-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Striking cheekbones and intense gaze, but the overall frame is very narrow and the pose feels slightly awkward. Fits the dancer persona perfectly, but lacks broader appeal.", "failure_tags": [ "narrow_shoulders", "awkward_expression" ] }, { "persona_id": "f01", "persona_name": "Hannah", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful white American woman, eyes looking at camera, her mouth slightly parted. She is in her mid-20s with a narrow heart-shaped face and a soft, slightly pointed chin. Her eyes are deep-set hazel with visible gold flecks and hooded lids framed by straight, feathered eyebrows a shade darker than her hair. She has a small button nose with a rounded tip and a light constellation of freckles dusting her bridge and upper cheeks. Her hair is a soft auburn with 2A beachy waves, styled in a loose half-up clip with several messy strands falling forward to frame her warm ivory skin. As a signature detail, a small natural gap is visible between her two front teeth. She is wearing a chunky-knit cream oversized cardigan that sits wide on her shoulders over a simple ribbed sage green camisole. The framing is a medium-shot from the chest up, capturing her sitting at a wooden table in an Austin coffee shop. The lighting is soft and golden, coming from a large window to her side, creating a gentle, natural glow across her features with a realistic, unpolished smartphone camera aesthetic.", "image_path": "images/iteration-0001/f01-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: piercing hazel eyes, full symmetric lips, and delicate freckles across a refined nose. Very attractive, top 15%.", "failure_tags": [] }, { "persona_id": "f01", "persona_name": "Hannah", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful white American woman, 24 years old, eyes looking at camera, her mouth slightly parted. She has a narrow oval face with a soft rounded chin and cool porcelain skin with a light dusting of freckles across her nose bridge and high cheekbones. Her hair is a rich auburn with fine 2A beachy waves, styled in a loose half-up clip with several soft tendrils falling naturally around her temples. She has deep hazel eyes with gold flecks in an almond shape, framed by straight, thick, and mostly natural eyebrows. Her nose is a small button shape with a rounded tip, and her mouth features a well-defined cupid's bow with a slightly fuller bottom lip. As a signature detail, she has a small natural notch through the tail of her left eyebrow where the hair grows slightly thinner, giving her an earnest and inquisitive expression. She is wearing an oversized oat-colored chunky knit cardigan over a simple ivory lace-trim camisole. Captured in a medium shot while sitting at a weathered wooden table in a sun-drenched Austin coffee shop, the warm morning window light creates a soft glow and highlights the copper tones in her hair. A stack of graduate-level textbooks and a ceramic mug are visible in the soft-focus foreground.", "image_path": "images/iteration-0001/f01-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: piercing hazel eyes, distinct natural freckles, and full, well-defined lips. Very attractive girl-next-door vibe.", "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, late 20s, eyes looking at camera, her mouth slightly parted. She has a heart-shaped face with a sharp jawline and high, sculpted cheekbones. Her eyes are deep-set and almond-shaped, a striking warm hazel with gold flecks, framed by thick dark lashes and high-arched, feathered eyebrows. She has a straight nose bridge with a slightly rounded tip and a wide mouth with a defined cupid's bow and a full bottom lip. Her jet-black hair is 1A pin-straight and pulled back into a sleek, high ponytail, with a few damp strands clinging to her temples from exertion. Her skin is a warm olive with golden undertones, showing a light dewy sheen. As a signature detail, her cocky-warm grin pulls slightly more to the left, revealing a small, natural gap between her two front teeth. She has an athletic, toned figure and a small minimalist geometric bird tattoo on her inner left forearm. She is captured in a medium shot standing in a sun-drenched Miami gym with floor-to-ceiling windows, wearing a ribbed teal racerback sports bra. The lighting is bright and natural, creating a realistic, high-quality smartphone aesthetic.", "image_path": "images/iteration-0001/f02-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: intense amber eyes, strong defined jawline, and full symmetric lips. Athletic build matches the prompt well. Tattoo is on the shoulder rather than forearm, but overall persona is nailed.", "failure_tags": [] }, { "persona_id": "f02", "persona_name": "Camila", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Latina woman, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a warm olive complexion and golden undertones, featuring a narrow oval face with a sharp, defined jawline and high cheekbones. Her eyes are almond-shaped and a deep amber-brown, framed by thick, dark, feathered eyebrows with a high arch. She has a straight nose bridge with a small upturned tip and a wide mouth with a full cupid\u2019s bow. Her jet-black hair is pulled into a high, tight ponytail, with a few stray fine hairs damp from exertion at her temples. She has a toned athletic figure, wearing a deep teal racerback sports bra that highlights her defined shoulders and collarbone. A small, minimalist black ink geometric tattoo is visible on her inner left forearm as she leans one elbow against a gym rack. Her expression is a cocky-warm grin that pulls slightly more to the left side, creating a single soft dimple on her cheek. The setting is a sun-drenched Miami boutique gym with floor-to-ceiling windows, casting soft natural light and a faint sheen of sweat across her skin. The background shows blurred weight plates and tropical greenery outside the glass.", "image_path": "images/iteration-0001/f02-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: strong jawline, intense amber eyes, thick defined brows, and full lips. Athletic build matches persona perfectly. Slight mouth gap and direct eye contact are present.", "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 slender, lithe build and cool porcelain skin with a luminous glass-skin finish. Her face is a narrow heart-shape with a soft, rounded jawline and high, delicate cheekbones. She has large, deep-set doe eyes with a distinct double-lid and sharp, defined inner corners, the iris a rich espresso-brown with a liquid-like reflection. Her nose is a small, straight bridge with a slightly upturned button tip. Her lips are naturally plush with a fuller bottom lip and a softly defined cupid's bow. Her eyebrows are straight, thick, and groomed in a soft charcoal-brown. Her hair is 1A-texture long, straight charcoal-black, falling over her shoulders with a few thin strands framing her face. She is wearing an oversized pastel mint-green hoodie that swallows her frame. As a signature detail, she has a tiny, dark beauty mark located just two millimeters below her left tear duct that catches the light. The shot is a medium-close-up taken in a brightly lit Seoul dance studio with wall-to-wall mirrors behind her reflecting the industrial ceiling lights. The lighting is soft and flat, capturing a genuine, unposed moment.", "image_path": "images/iteration-0001/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 twenty-four years old with a heart-shaped face, high soft cheekbones, and a delicate pointed chin. Her eyes are large doe-shaped double-lids with notably sharp, defined inner corners and deep amber-brown irises that catch the light. She has a straight, narrow nose bridge ending in a small rounded tip. Her mouth has a sharply defined cupid's bow and a fuller bottom lip, showing the slight gap of her parted teeth. Her hair is 1A pin-straight, jet black, and waist-length, styled with a clean center part and a few wispy strands falling naturally over her shoulders. Her skin is a warm porcelain with a dewy, glass-like finish and a faint golden undertone. She is wearing an oversized lavender pastel hoodie with the drawstring slightly uneven. For a distinctive touch, she has a tiny espresso-colored beauty mark precisely three millimeters below her left eye. Her signature detail is a single, deep dimple that appears only at the right corner of her mouth when it drapes open. She is captured in a medium shot, sitting cross-legged on a polished wood floor in a brightly lit Seoul rehearsal studio with large mirrors reflecting soft afternoon sun in the background.", "image_path": "images/iteration-0001/f03-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Flawless dewy skin, striking amber doe eyes with sharp inner corners, and full, perfectly shaped lips. Nails the idol-trainee aesthetic.", "failure_tags": [] }, { "persona_id": "f04", "persona_name": "Naomi", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful mixed Black-Japanese woman, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a slim build and warm golden-brown skin with cool undertones. She has a narrow heart-shaped face with a sharp, defined jawline and high, subtle cheekbones. Her eyes are deep-set, almond-shaped monolids, near-black in color with sudden amber flecks when the light hits. Her nose has a straight bridge and a soft, rounded tip, and her eyebrows are straight and thick with a natural, unplucked texture. Her hair is a 4A defined coil texture, cropped short in a tapered fade that is slightly damp at the edges, colored a deep espresso. She has a small, dark beauty mark just below her left eye. Her signature detail is a small, natural notch at the tail of her right eyebrow, giving her a distinctive, thoughtful look. She is wearing paint-stained denim overalls over a simple charcoal gray ribbed tank top. She is seated in a sun-drenched Brooklyn cafe, mid-morning light casting soft shadows on the exposed brick wall behind her, a sketchbook visible on the wooden table. The framing is a medium shot with a focused, calm expression, captured with the soft, grainy quality of a high-end smartphone camera.", "image_path": "images/iteration-0001/f04-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Striking mix of features: almond-shaped eyes with clear epicanthic folds, and full, well-defined lips. Above average, but the slightly flat lighting on the lower face keeps it from an 8.", "failure_tags": [] }, { "persona_id": "f04", "persona_name": "Naomi", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful mixed Black and Japanese woman, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a slim build and warm bronze skin with golden undertones. Her face is heart-shaped with high cheekbones and a narrow chin. She has deep-set almond eyes of a warm amber-honey color with a dark limbal ring, and thick, straight eyebrows that are naturally full. Her nose has a high bridge with a soft, rounded tip, and her lips feature a sharply defined cupid's bow with a slightly fuller bottom lip. Her hair is a short, textured crop of tight 4A coils, dark and voluminous, with one stray ringlet falling just above her brow. As a signature detail, a tiny constellation of three small dark moles forms a triangle on her high left cheekbone. She is captured in a medium close-up shot sitting at a cluttered wooden table in a sunlit Brooklyn cafe, wearing paint-stained denim overalls over a simple cream-colored rib-knit tank top. The lighting is soft and natural from a nearby window, catching the fine texture of her hair and the matte finish of her skin. The photo has a casual, handheld quality with a shallow depth of field, showing blurred coffee cups and art supplies in the background.", "image_path": "images/iteration-0001/f04-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Striking amber eyes and full, well-defined lips elevate her above average. The natural texture of her hair frames her face nicely, but the overall bone structure is slightly soft, keeping it at a solid 7.", "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 twenties with cool porcelain skin and a heart-shaped face with a soft, rounded jawline. She wears round gold wire-rimmed glasses that frame large, downturned eyes of a pale gray-blue with a charcoal limbal ring. Her nose is a small upturned button shape with a defined columella, and her mouth features a sharply defined cupid's bow with a thin upper lip over a fuller bottom lip. Her eyebrows are high-arched, thin, and feathered in a light sandy blonde. Her hair is a dusty ash-blonde in 2B beachy waves, styled in a casual half-up clip with loose tendrils framing her face. She is wearing a thick, cream-colored cable-knit cardigan over a Victorian-style high-neck lace blouse. A single, distinct dimple is visible on her left cheek. She is standing in a narrow, sunlit aisle of a Brooklyn used bookstore, surrounded by cluttered shelves of vintage books. The medium shot has the casual, slightly imperfect framing of a smartphone photo with warm, natural light filtering through a nearby window.", "image_path": "images/iteration-0001/f05-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Above average. Two specific standouts: full, well-defined lips and striking blue eyes framed nicely by the glasses. Fits 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 27 years old with a narrow oval face and a soft jawline. She has large, slightly downturned eyes the color of pale gray-blue with a charcoal limbal ring, framed by thin gold wire-rim round glasses. Her nose has a straight Roman bridge and a delicate pointed tip. Her mouth features a defined cupid\u2019s bow, a fuller bottom lip, and a small natural gap between her two front teeth. Her eyebrows are straight, fair, and natural, with her right eyebrow set fractionally higher than the left in a subtle inquisitive expression. A tiny light-brown beauty mark sits just above her left eyebrow. Her hair is 2B texture, soft blonde waves that fall to her shoulders, tucked behind one ear to reveal a small silver stud. She is wearing an oversized chunky knit cream cardigan over a high-neck white lace blouse. She is captured in a medium shot standing in a Brooklyn apartment\u2019s home library, surrounded by dark wood shelves filled with vintage books. The lighting is soft and golden from a nearby window, creating a warm cottagecore atmosphere on her cool porcelain skin. Amateur iPhone capture vibe with natural framing and soft focus on the background.", "image_path": "images/iteration-0001/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 strong defined cheekbones. Nails the persona perfectly. Eyes are direct and mouth is slightly parted.", "failure_tags": [] } ], "aggregates": { "male_count": 36, "female_count": 10, "male_attractiveness_mean": 6.888888888888889, "male_attractiveness_stdev": 0.8748897637790901, "female_attractiveness_mean": 7.7, "female_attractiveness_stdev": 0.45825756949558405, "male_weighted_mean": 7.800000000000001, "female_weighted_mean": 8.6, "lipsync_adherence_mean": 9.23913043478261, "prompt_adherence_mean": 9.434782608695652, "failure_tag_histogram": { "generic_face": 6, "eyes_averted": 1, "narrow_shoulders": 7, "boyish_when_mature_intended": 2, "mouth_closed": 3, "awkward_expression": 7, "soft_jawline": 3, "bad_skin": 2, "uncanny": 1, "wrong_age_range": 1, "lighting_fail": 1, "weak_frame": 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": "male attractiveness did not improve (-0.139)", "male_uplift": -0.1388888888888884 } }