{ "iteration": 13, "timestamp": "2026-06-03T13:23:18", "wall_clock_seconds": 157.8, "prompt_snapshot_path": "prompts/iteration-0013.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 man, eyes looking at camera, his mouth slightly parted. Lean swimmer's build with defined collarbones visible under a rumpled grey henley, long limbs and relaxed dancer's posture. Face a narrow oval with a sharp jawline, slightly downturned deep-set hazel eyes with a darker brown ring near the pupil, straight nose with a subtle bump at the bridge, soft thin lips with a fuller bottom lip, straight dark brows with natural thickness pushed slightly apart at the center. Soft brown hair falling lazily across his forehead in pin-straight layers. A faint beauty mark sits high on his left cheekbone, just near the outer corner of his eye. Shot from slight low angle on a messy apartment roof, early evening golden hour light casting long soft shadows, distant city skyline blurred behind, a dented acoustic guitar resting across one knee.", "image_path": "images/iteration-0013/m01-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Strong jawline, intense deep-set eyes, and thick tousled hair. Nails the brooding indie musician vibe perfectly. Very attractive, definitely top 15%.", "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, his fair skin with a cool pale undertone, around 27 years old. Eyes looking at camera, his mouth slightly parted. Lean but defined frame \u2013 slim swimmer's build with sloping shoulders and defined collarbones visible beneath a worn, open flannel shirt. Narrow oval face with strong jawline and high cheekbones. Deep-set hooded eyes in a dark gray-blue shade, heavy-lidded and brooding. Straight narrow nose bridge with a slightly pointed tip. Thin upper lip over a fuller lower, subtle asymmetry. Straight dark brown brows, thick and naturally groomed. Soft brown hair, slightly wavy 2B texture, falling across his forehead in a messy curtain. A faint dusting of stubble shadow on his jaw, and a tiny scar just below his right cheekbone. Wearing a faded gray t-shirt under an unbuttoned red-and-black buffalo plaid flannel, sleeves rolled to forearms. Leaning against a rough exposed-brick wall in a dim Brooklyn loft, warm side light from a nearby window casting soft shadows. Candid amateur iPhone shot, slightly grainy, natural feeling.", "image_path": "images/iteration-0013/m01-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: piercing blue eyes, strong angular jawline, and thick tousled 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, mid-20s. His eyes looking at camera, his mouth slightly parted. He has a strong square jaw, almond-shaped deep brown eyes, a straight nose with a slight bump, full lips, and thick well-groomed eyebrows. His dark brown hair is wavy and slightly tousled by the breeze, with a small scar on his left eyebrow as a distinctive feature. He has a V-tapered torso with broad shoulders, defined chest and arms visible through a sleeveless black athletic tank top, narrow waist. He stands on a Miami beach at golden hour, soft natural light, wearing gray shorts, barefoot on the sand. The shot is a medium close-up from a slightly low angle, capturing his confident yet warm smile as if about to say something. Candid amateur iPhone photo vibe, slightly imperfect framing, no studio lighting.", "image_path": "images/iteration-0013/m02-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Good facial symmetry and thick hair, but reads a bit too boyish for a 'cocky personal trainer' persona. Frame is decent but lacks the commanding presence needed for a higher score.", "failure_tags": [ "boyish_when_mature_intended" ] }, { "persona_id": "m02", "persona_name": "Mateo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Mexican-American man, eyes looking at camera, his mouth slightly parted. Mid-20s, with a lean muscular build\u2014broad shoulders, defined chest visible through a tight black sleeveless athletic shirt, thick neck and strong forearms. Warm olive skin with a golden undertone, deep amber-brown almond eyes with a relaxed gaze, a straight nose with a slight bump and a rounded tip. Full lips, top lip slightly thinner, easy charming half-smile with a small dimple on his left cheek. Thick, slightly arched dark brows, natural and well-groomed. Short dark hair, slightly tousled and damp from the Miami beach humidity. A faint small scar above his right eyebrow. Soft beach light, golden hour glow, casual iPhone-like framing, slight side angle with the ocean blurred behind him.", "image_path": "images/iteration-0013/m02-seed2.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 7.800000000000001, "reason": "Strong jawline and warm, engaging eye contact. He looks a bit more East Asian than Mexican-American, but the beach setting and athletic build fit the prompt well.", "failure_tags": [ "wrong_ethnicity" ] }, { "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, early 30s, lean swimmer's build with long limbs and defined collarbones visible at the open neck of his linen shirt, warm olive skin with a neutral undertone, face shape is a narrow oval with a soft jawline, eyes are soft dark-brown monolids with a gentle almond shape and a slight downward tilt, nose has a straight bridge and a subtly rounded tip, lips are medium-full with the bottom lip slightly plumper, expression is calm and slightly tired, eyebrows are straight, medium-thick, and naturally groomed with a faint gap in the middle, dark hair is slightly messy, straight 1A texture, parted off-center and falling over his forehead, one distinctive feature: a faint ink smudge on his right cheekbone near his temple, wearing an oversized oatmeal cardigan over a rumpled stone-colored linen button-up with the top two buttons undone, sitting on a wooden studio stool in front of a simple white wall, soft window light from the side, hands resting loosely on his knees with a few faded ink stains visible on his fingers, slight shadows under his eyes, amateur iPhone photograph, candid, natural, quiet.", "image_path": "images/iteration-0013/m03-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Above average. Standouts: soft monolid eyes with good symmetry, and a strong, broad shoulder frame that contrasts nicely with the gentle features.", "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, his eyes looking at camera, his mouth slightly parted. He is in his late 20s, tall and lean with a lanky, elegant frame\u2014long limbs and narrow, sloping shoulders. He has a long oval face with sharp cheekbones and a narrow jawline. His eyes are soft dark-brown monolid, slightly downturned at the outer corners, giving a calm, contemplative look. His nose has a straight bridge and a gently rounded tip. His lips are thin and wide, the top lip barely visible. His eyebrows are straight and medium-thick, mostly natural. His black hair is pin-straight, medium-length with a side part, slightly unkempt, as if he ran his fingers through it. He has a small dark mole just above the left corner of his lip. His skin is a warm ivory tone with neutral undertones. He wears a loose oatmeal-colored cardigan over an ivory linen button-up, the top button undone, the collar rumpled. The light is soft overcast, coming from a nearby window, with a tiny half-shadow on one side of his face. Shot from mid-chest up, candid, slight upward angle, his hands\u2014visible at the bottom edge of frame\u2014rest loosely on his knees, showing faint smudges of dark ink on his fingertips. The background is a softly blurred corner of a cozy studio with sketches pinned on the wall. Amateur iPhone-shot, natural, unedited, slightly imperfect.", "image_path": "images/iteration-0013/m03-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: sharp jawline, intense 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, early 30s, lean athletic build with broad shoulders and a narrow waist, deep mahogany skin with warm golden undertones. Eyes looking at camera, his mouth slightly parted. He has a strong square jaw, high cheekbones, deep-set almond eyes that are near-black with warm amber flecks, a straight nose bridge with wide nostrils, full lips with a precise cupid\u2019s bow, thick straight eyebrows, and a close fade with tight curls on top. A small dimple rests on his left cheek. He leans his forearms on a dark polished mahogany bar, holding a lowball glass of amber liquid, his fitted black short-sleeve shirt rolled up to reveal intricate forearm tattoos of geometric patterns. Behind him, rows of bottles catch warm amber light. The lighting is low and warm, slightly grainy, with a soft glow on his skin\u2014shot on an iPhone, candid and conversational.", "image_path": "images/iteration-0013/m04-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong broad shoulders and intense, direct eye contact elevate him above average. The leaning posture is engaging, but the slightly awkward, wide-eyed expression holds him back from an 8.", "failure_tags": [ "awkward_expression" ] }, { "persona_id": "m04", "persona_name": "Marcus", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Black man, early 30s, in a quiet upscale Manhattan hotel bar, wearing a fitted black button-down shirt with the sleeves rolled up to his elbows, revealing intricate forearm tattoos, eyes looking at camera, his mouth slightly parted, a slight knowing smile, lean athletic build with broad shoulders and a narrow waist, deep mahogany skin with warm undertones, square jaw with a strong chin, deep-set hooded eyes in warm amber-brown, straight nose with a slightly wide tip, full lips with a subtle asymmetry, thick low-set brows with a natural arch, short fade haircut with close-cropped textured curls on top, a small scar through his left eyebrow, leaning casually against the polished wood bar with one hand resting on the counter, soft warm bar lighting casting gentle shadows on his face, candid iPhone photo style, photorealistic.", "image_path": "images/iteration-0013/m04-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Broad shoulders tapering to a narrow waist, sharp jawline, and intense, warm eye contact. Nails the upscale bartender vibe perfectly.", "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 twenties, lean athletic build with broad shoulders and a defined collarbone visible through his shirt, warm olive skin with golden undertone. His face is a narrow oval with a strong jawline and high cheekbones. Deep-set almond eyes are a warm brown with amber flecks. He has a straight nose with a slight bridge bump, full lips with a thinner upper lip and a fuller lower lip, and thick natural eyebrows with a subtle arch. His hair is dark brown, medium-length, slightly wavy and swept to one side in a slept-on, grungy look. A small scar crosses his left eyebrow, adding character. He has a black-ink half-sleeve tattoo on his left arm, geometric and floral, visible beneath the rolled-up sleeve of a faded gray band t-shirt. He wears ripped light-wash jeans. Framed from the chest up against a skate park during golden hour, warm low sunlight backlighting his hair and casting soft shadows across his face. The photo feels like a candid iPhone shot, natural and unposed, with slight lens flare at the edge.", "image_path": "images/iteration-0013/m05-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: thick tousled hair, strong jawline, and intense warm brown eyes. Nails the skater aesthetic perfectly.", "failure_tags": [] }, { "persona_id": "m05", "persona_name": "Dario", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Italian-American man, eyes looking at camera, his mouth slightly parted. He is in his late 20s, captured in the warm golden hour light of a Brooklyn skate park. He has a lean, wiry runner's build with defined collarbones and sloping, athletic shoulders visible under a worn, faded vintage band t-shirt (like The Misfits). He has a sweet, boyish smile with a slight crookedness, a narrow oval face with a strong jaw and high cheekbones. His eyes are a deep warm brown, deep-set, and almond-shaped with a relaxed, easy gaze. His nose has a straight bridge and a slightly bulbous tip. Lips are well-defined with a fuller bottom lip. His eyebrows are thick and natural, slightly unruly. He has thick, medium-length dark brown hair with a messy, slept-on texture, falling into his face. He has a light stubble shadow. A colorful, detailed half-sleeve tattoo is visible on one arm\u2014a mix of neo-traditional flowers and dark linework\u2014snaking from his wrist up to where the t-shirt sleeve ends. He's standing against the wooden half-pipe, one hand casually in the pocket of his torn, loose-fitting ripped jeans, the other holding a skateboard resting on the ground. The shot is a medium shot from a slightly low angle, with the late sun catching his hair and making the dust motes visible in the air behind him.", "image_path": "images/iteration-0013/m05-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Nice messy hair and decent jawline, but the frame is a bit narrow and the overall look leans slightly generic despite the styling. Good prompt match with the band tee, tattoos, and skate park setting.", "failure_tags": [ "narrow_shoulders" ] }, { "persona_id": "m06", "persona_name": "Adrian", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Italian-Greek man, 35 years old, broad shoulders and a lean athletic build, warm olive skin with a golden undertone, strong square jaw, high cheekbones, deep-set intense hazel-brown eyes, eyes looking at camera, his mouth slightly parted, straight Roman nose with a defined bridge, full lips slightly chapped from Chicago wind, thick dark straight brows, dark brown hair with distinguished silver at the temples, short and neatly combed, a small mole above his left eyebrow, facial structure reminiscent of a young Marcello Mastroianni, seated at a marble-top cafe table, charcoal suit jacket open over a white dress shirt unbuttoned at the collar, leaning forward slightly with confident eye contact, Chicago street corner with a blurred skyline background, golden hour light, amateur iPhone candid photo, soft natural light, slight depth of field.", "image_path": "images/iteration-0013/m06-seed1.png", "attractiveness": 6, "prompt_adherence": 8, "lipsync_adherence": 8, "weighted_score": 6.8, "reason": "Strong eye contact and decent styling, but the expression feels slightly awkward and intense. Lacks the silver edges at the temples requested in the prompt.", "failure_tags": [ "awkward_expression" ] }, { "persona_id": "m06", "persona_name": "Adrian", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Italian-Greek man, around 35 years old, eyes looking at camera, his mouth slightly parted. He has a broad, V-tapered frame\u2014broad shoulders tapering to a trim waist, the charcoal suit jacket unbuttoned at the collar revealing a defined chest beneath a crisp white dress shirt, untucked and open at the collar. His skin is warm olive with a golden undertone. His face is slightly angular with a strong jawline and high cheekbones. Deep-set almond eyes in a rich amber-brown, with a focused, confident gaze. Straight nose with a subtle bump, full lips with a slight asymmetry\u2014his bottom lip fuller than the top. Thick, straight eyebrows, slightly furrowed in a protective expression. Dark brown hair, short and neatly styled, with distinguished silver strands at the temples. A small, faint scar on his chin adds character. Shot on a Chicago street at golden hour, background softly blurred with the skyline, natural candid framing like an iPhone portrait. His posture is relaxed but confident, leaning slightly forward as if about to speak, the collar open, no tie, exuding a calm protective alpha energy without aggression.", "image_path": "images/iteration-0013/m06-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking Mediterranean features. Strong, square jawline, intense amber/brown eyes with great depth, and a broad, masculine frame. Missing the silver temples requested in the prompt, but nails the alpha energy.", "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, mid-20s, with his eyes looking at the camera, his mouth slightly parted. He has a slender yet athletic build, with a dancer's poise and relaxed posture. His skin is warm ivory with a subtle golden undertone. His face is a soft oval with a gently defined jawline, large gently rounded eyes in a warm hazel-amber shade, a straight nose bridge with a soft rounded tip, and full lips with a natural upward curve that suggests a sweet open expression. His eyebrows are soft, slightly arched, and naturally groomed. A small beauty mark sits just below his left eye. His hair is soft black with a natural wave, slightly tousled and falling loosely over his forehead. He wears an oversized cream cable-knit sweater with sleeves pushed up to his elbows, sitting in a cozy Tokyo cafe with warm afternoon light streaming in through a window, a half-filled ceramic coffee cup on the wooden table in front of him. Framed as a medium close-up, casual iPhone-shot vibe with a slight candid imperfection.", "image_path": "images/iteration-0013/m07-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Nails the soft-boy aesthetic perfectly. Standouts: large expressive dark eyes, clear smooth skin, and a gentle symmetrical face shape. Very cute, but lacks the raw masculine edge for an 8+.", "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. Lean, athletic frame with defined collarbone and gentle shoulder width, warm fair skin with a subtle golden undertone. Heart-shaped face with a soft jawline, big gently hooded almond eyes in deep warm brown with a golden ring, straight nose with a slightly rounded tip, full lower lip with a slight pout, straight natural eyebrows of medium thickness. Slightly tousled medium-length black hair, center-parted, a few strands falling forward. Small beauty mark above his left eyebrow. Wearing an oversized cream sweater with rolled sleeves revealing forearms, sitting at a small wooden cafe table, a half-full cup of coffee on a saucer, soft morning light from a window on the left, candid amateur iPhone-shot vibe with a slight warm lens flare, natural relaxed expression.", "image_path": "images/iteration-0013/m07-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 8, "weighted_score": 7.800000000000001, "reason": "Strong soft-boy aesthetic with clear, warm eyes and well-styled tousled hair. Above average but lacks the striking masculine frame or jawline for an 8.", "failure_tags": [] }, { "persona_id": "m08", "persona_name": "Renan", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Brazilian man, eyes looking at camera, his mouth slightly parted. His face is a rugged square shape with a strong jawline and a subtle five-o'clock shadow shadowing his bronze skin. He has deep-set, dark almond eyes the color of rich espresso, a straight nose with a slight bump on the bridge, and full lips with a narrow upper lip. His brows are thick and naturally groomed. His hair is a short, tight crop of coarse black curls, slightly damp. His right ear is noticeably swollen with a mild cauliflower ear. Tattoos peek out from under the sleeve of his tight black tank top. He has a lean, muscular build with broad, sloping shoulders and a defined V-taper torso visible through the fabric, thick neck, and muscular forearms. He stands in the center of a gritty MMA fight gym with heavy bags and mats in the softly lit background, giving a surprisingly gentle, easy-going half-smile that contrasts his tough frame. The shot is a mid-shot, slightly low angle, lit by the harsh overhead fluorescent lights of the gym.", "image_path": "images/iteration-0013/m08-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Solid athletic frame and nice eyes, but the expression is a bit stiff and the jawline is slightly soft for the intended tough MMA fighter persona. Missing the cauliflower ear.", "failure_tags": [ "awkward_expression", "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, late 20s, eyes looking at camera, his mouth slightly parted. He has a lean, muscular build with a defined V-tapered torso visible under a tight black sleeveless tank top, broad shoulders, thick neck, and strong forearms. His skin is deep warm olive with a golden undertone. His face is square with a strong jawline and high cheekbones. He has deep-set, almond-shaped dark brown eyes, a straight nose with a slightly rounded tip, full lips with a subtle asymmetry, and thick, straight, natural eyebrows. His black hair is short, slightly damp, and casually tousled. He has a distinct cauliflower ear on his right side from jiu-jitsu, a small scar on his left cheekbone, and a few faint freckles across the bridge of his nose. His expression is gentle, with a soft, surprised hint of a smile that contrasts his tough frame. He is standing in a fight gym with a focus mitt on his left hand, blurred heavy bags and mats in the background, lit by warm, harsh overhead fluorescent light creating slight shadows on his face. Amateur iPhone-quality photo, candid, slightly grainy.", "image_path": "images/iteration-0013/m08-seed2.png", "attractiveness": 5, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 6.6, "reason": "Decent frame and fits the MMA fighter vibe, but the skin texture is rough and the expression is a bit blank rather than a 'gentle smile'. Missing the cauliflower ear.", "failure_tags": [ "bad_skin", "awkward_expression" ] }, { "persona_id": "m09", "persona_name": "Wyatt", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Caucasian man, early-30s, sun-tanned skin with warm golden undertone, weathered from outdoor work. Eyes looking at camera, his mouth slightly parted. Broad V-tapered torso, broad shoulders, defined upper chest visible through a worn flannel shirt, thick neck, narrow waist relative to his shoulders. Square jaw with high cheekbones, rough stubble covering his lower face, a small scar above his left eyebrow. Deep-set intense blue-gray eyes, straight nose with slightly wide tip, thin lips slightly chapped. Thick straight eyebrows. Short dark brown messy hair under a worn brown cowboy hat, brim casting a shadow across his forehead but eyes clearly visible. A faded red and black plaid flannel shirt with sleeves rolled to mid-forearm, white henley visible at the collar, worn leather belt. Standing outdoors on a Montana ranch, wooden fence and open sky in background, golden hour sunlight casting warm light, relaxed stop-and-talk pose, amateur iPhone candid vibe, rugged and ready to talk.", "image_path": "images/iteration-0013/m09-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking light blue eyes contrasting with tanned skin, strong square jawline with rugged stubble, and broad shoulders filling out the frame. Definitely top 15%.", "failure_tags": [] }, { "persona_id": "m09", "persona_name": "Wyatt", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Caucasian man, early 30s, with a broad V-tapered torso and defined upper chest visible through his worn flannel shirt, sun-bronzed skin with a warm reddish undertone and weathered texture. Eyes looking at camera, his mouth slightly parted. Narrow, square jawline with a strong chin, deep-set eyes with a pale gray-green iris and a darker ring, thick straight brows with a natural unkempt shape, a slightly crooked nose with a broad bridge and bulbous tip, lips with a thinner top and fuller bottom. Distinctive faint scar through his left eyebrow. Dark brown hair, short and slightly tousled under a worn brown cowboy hat tipped back, leaving his face fully visible. He wears a red-and-black plaid flannel shirt, top two buttons undone revealing a tanned chest, sleeves rolled to mid-forearm. Background is a weathered wooden barn interior, soft golden-hour light streaming through a side window, creating a warm but natural candid amateur iPhone-shot vibe. Facial structure reminiscent of Cole Hauser's Rip Wheeler but with a broader nose and the scar.", "image_path": "images/iteration-0013/m09-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking light eyes contrasting with deep sun-tanned skin, strong square jawline, and broad shoulders. Nails the rugged ranch hand aesthetic perfectly.", "failure_tags": [] }, { "persona_id": "m10", "persona_name": "Aarav", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Indian man, late 20s, with a slim athletic build\u2014broad shoulders and defined chest visible under a fitted henley\u2014warm brown skin with a golden undertone. He has a lean oval face, warm dark almond eyes, a straight nose with a slight bridge, full lips with a defined cupid\u2019s bow, and thick slightly arched brows. A small mole sits above his left eyebrow. He wears thin wire-rimmed glasses pushed up his nose. Eyes looking at camera, his mouth slightly parted. Golden hour light from tall library windows casts warm streaks across his face and charcoal henley, sleeves rolled to his forearms. The shot feels candid, slightly off-center, taken with an iPhone\u2014soft natural light, no flash.", "image_path": "images/iteration-0013/m10-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Strong jawline, intense dark eyes behind glasses, and broad shoulders tapering well under the henley. Hits the bookish-and-ripped combo perfectly. Mouth is slightly parted and eyes are locked on camera.", "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, his eyes looking at camera, his mouth slightly parted. He appears in his late 20s with a lean, athletic swimmer's build \u2014 defined collarbones and shoulders sloping into a slightly fitted henley that reveals subtle chest and arm definition without bulk. He has a narrow oval face with a strong jawline, deep-set almond eyes in warm dark brown with a slight golden fleck, straight nose with a softly rounded tip, fuller lips with a defined cupid's bow, straight eyebrows with a natural thickness, slightly hooded, and his hair is black with a medium texture, short on the sides, a bit longer on top, casually pushed back. He wears round wire-rimmed glasses that sit towards the top bridge of his nose, lending a studious look. A small, faint scar runs along his left eyebrow. The scene is an academic library at golden hour: warm amber light streams through a tall window, catching dust motes, casting long shadows. He stands sideways to the window, torso slightly turned, one hand resting on the edge of a shelf, the other at his side, in a stop-and-talk pose. The background shows blurred rows of book spines. Shot from a medium distance (chest-up), the frame has slight film grain, soft focus, and natural indoor light with a slight lens flare from the window, feeling like an authentic iPhone photo.", "image_path": "images/iteration-0013/m10-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong jawline and thick, well-styled hair stand out. Good frame under the henley. Hits the 'bookish-and-ripped' vibe well, but expression is slightly blank.", "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 thirties, with deep mahogany skin and a warm olive undertone. Eyes looking at camera, his mouth slightly parted. He stands in a warm, dim kitchen with stainless steel countertops and hanging copper pots, wearing a crisp, double-breasted chef coat with rolled sleeves revealing tattoos on his forearms. He has a sharp, square-jawed face with a strong, straight nose and slightly bulbous tip. His lips are full, with a well-defined cupid's bow. His eyes are deep-set, hooded, and a striking deep amber-brown. Thick, straight, natural eyebrows frame his face. His black hair is short, cropped, with a hint of curl at the top, slightly disheveled. He has a day's worth of dark stubble, a small scar bisecting his left eyebrow, and a focused, intense expression. The lighting is low, with a single soft spotlight from above casting dramatic shadows, giving him a smoldering, candid, slightly gritty iPhone-shot vibe. His build is muscular, with a broad-shouldered, V-tapered torso visible through the coat.", "image_path": "images/iteration-0013/m11-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Good broad shoulders and intense gaze, but the expression is slightly awkward and the jawline isn't as sharp as requested. The lighting creates some unflattering shadows on the face.", "failure_tags": [ "awkward_expression", "lighting_fail" ] }, { "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, early 30s, with a lean muscular swimmer's build, broad shoulders defined through his rolled chef whites, warm olive skin with a golden undertone. Eyes looking at camera, his mouth slightly parted. Narrow oval face with a sharp jawline, day-old heavy stubble across the jaw and chin. Intense deep-set almond eyes in dark amber-brown, a high straight nose bridge with a slightly beaked tip, full lips with a defined cupid's bow, the bottom lip fuller. Thick natural eyebrows, mostly straight with a slight arch. Hair cropped short and dark, slightly disheveled with a natural wave. Prominent tattoo ink peeking from his left forearm, a dark filigree pattern. He stands in a restaurant kitchen, hanging blue-white pendant lights casting a focused glow, wearing a slightly rumpled white double-breasted chef coat with the sleeves rolled to the elbow, a faint smudge of flour on one sleeve. Ambient steam and steel surfaces in the background, amateur iPhone candid shot with a warm, concentrated mood.", "image_path": "images/iteration-0013/m11-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: sharp jawline, intense deep-set eyes, and broad shoulders in the chef coat. Nails the smoldering French-Algerian chef persona perfectly.", "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, early 30s, broad-shouldered under a perfectly tailored navy suit, fair skin with a cool porcelain undertone. Eyes looking at camera, his mouth slightly parted. Sharp oval face with a strong jawline, narrow almond eyes that are almost black, straight high-bridged nose, thin defined lips, straight thick brows perfectly groomed. Hair neatly styled, side-parted black with a slight gel sheen. A small scar on his right brow gives a quiet imperfection. He stands in front of a floor-to-ceiling office window overlooking Seoul, one hand in his suit pocket, expression reserved but magnetic. Natural window light, candid iPhone shot with a soft filmic grain.", "image_path": "images/iteration-0013/m12-seed1.png", "attractiveness": 6, "prompt_adherence": 10, "lipsync_adherence": 3, "weighted_score": 6.199999999999999, "reason": "Solid K-drama CEO vibe with good styling, but the face is a bit generic and lacks the 'magnetic' sharpness requested. Mouth is completely closed.", "failure_tags": [ "mouth_closed", "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, early-30s, lean swimmer's build with defined collarbones visible under his crisp white dress shirt. Cool porcelain skin tone with a neutral undertone. Eyes looking at camera, his mouth slightly parted. Narrow oval face with a sharp, defined jawline and high, prominent cheekbones. Deep-set, slightly downturned almond-shaped eyes in a cool dark brown, almost black. Straight Roman nose with a high bridge and a subtle, sharp tip. Thin lips with a straight upper lip and a slightly fuller bottom, held in a neutral, reserved expression. Thick, straight eyebrows with a natural arch. Sleek black hair, neatly combed back and parted to the side. No visible smile lines, a faint, small mole just below his right cheekbone. Wearing a perfectly tailored charcoal navy suit jacket over an unbuttoned top button of the crisp white shirt, revealing the base of his neck. Casual, slightly loose tie. Framed in medium shot, standing confidently with one hand in his pants pocket. Floor-to-ceiling office window behind him showing a hazy Seoul cityscape at golden hour, soft natural light illuminating one side of his face. Amateur iPhone-shot vibe, candid, with a quiet, magnetic presence.", "image_path": "images/iteration-0013/m12-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 3, "weighted_score": 6.800000000000001, "reason": "Strong broad shoulders and intense, piercing gaze. Nails the cold CEO archetype, but mouth is firmly closed.", "failure_tags": [ "mouth_closed" ] }, { "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 twenties, lean swimmer's build with broad shoulders and a narrow waist, sun-kissed olive skin with a golden undertone. Eyes looking at camera, his mouth slightly parted. He has a square face with a strong jawline, warm hazel eyes with gold flecks, a straight nose with a slightly sunburned tip, full lower lip and thinner upper lip, sun-bleached thick eyebrows. His hair is tousled, sun-bleached blonde, slightly damp, pushed back from his forehead. A sparse pattern of freckles across his nose and cheeks. He wears a worn black rash guard, unzipped halfway, revealing a tan chest. He stands on a sandy beach at sunrise, soft golden light casting long shadows, the ocean blurred in the background. The photo has a candid iPhone-shot feel, natural light, slightly overexposed highlights, a relaxed expression with a warm crinkled smile.", "image_path": "images/iteration-0013/m13-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking hazel eyes, strong square jawline, and broad shoulders tapering to a lean waist. Nails 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. Late-20s, lean swimmer's build with broad shoulders, defined collarbones, and a narrow waist. Sun-kissed warm golden tan with a slight salt-spray sheen. Strong square jawline, high cheekbones, deep-set hazel eyes with golden flecks, straight nose with a sunburned tip, full lips with an asymmetric half-grin, thick straight sun-bleached eyebrows. Sun-bleached coarse blonde hair, windswept and slightly damp, tousled by the ocean. He stands at the water\u2019s edge at sunrise, barefoot on wet sand, holding a surfboard under one arm, wearing a faded white cotton t-shirt clinging to his chest, a red-and-blue striped towel draped around his neck. A small cluster of freckles across the bridge of his nose and a faint pale scar on his chin. Soft golden sunrise light, subtle lens flare, gentle waves in the background, candid snapshot feel.", "image_path": "images/iteration-0013/m13-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong jawline and warm, crinkled eyes. Fits the surfer aesthetic perfectly, but the slightly awkward high-angle shot diminishes his frame.", "failure_tags": [ "off_angle" ] }, { "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, in his late-20s, eyes looking at camera, his mouth slightly parted. He has a narrow oval face with a strong, defined jawline and high cheekbones. His eyes are deep-set, almond-shaped, a dark amber-brown with a sharp, intelligent gaze. His nose is straight with a slightly flared bridge and a pointed tip. He has a bratty, entitled smirk, with lips that are full and well-shaped, the top lip a thin line, the bottom fuller and slightly pouting. His eyebrows are thick, straight, and naturally groomed, with a small scar through the left one. His hair is jet-black, straight, slicked back with a glossy sheen from product, showing a sharp hairline. He has a single, subtle mole just below his right ear. He wears a black, soft-leather designer jacket, unzipped over a simple white crewneck t-shirt that fits closely, hinting at a lean, defined swimmer's build with broad shoulders and a narrow waist. The scene is a candlelit corner of a dark, wood-paneled private members' bar in Mayfair, a lowball glass with amber liquid and a single ice cube on the polished table in the foreground. The lighting is warm, low-key, casting dramatic shadows across his face, with a single point of light catching the shine of his hair and the leather's surface. Shot on an iPhone, slightly grainy, cinematic candid feel, with the shallow depth of field blurring the glowing lamps and velvet banquettes behind him.", "image_path": "images/iteration-0013/m14-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 8, "weighted_score": 8.4, "reason": "Striking features: sharp jawline, intense deep-set eyes, and thick, well-groomed brows. Nails the entitled rich-kid persona perfectly. Mouth is slightly parted.", "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, lean but defined with a V-tapered torso showing through a dark designer leather jacket worn unbuckled over a thin charcoal turtleneck, warm olive skin with a golden undertone, late 20s. Eyes looking at camera, his mouth slightly parted, a bratty entitled smirk curling thin lips\u2014the top lip nearly disappearing against the bottom, slightly asymmetrical. Sharp square jawline, high defined cheekbones, deep-set almond eyes the color of nearly black espresso with a warm undertone, straight high-bridged nose with a subtle hook at the tip, thick natural brows slightly untamed. Jet-black hair slicked back with product, showing a few stray strands at the temple, damp-looking. A small faded scar cuts through his left eyebrow. He leans against a brick wall under a soft amber streetlight, one hand in pocket, the leather jacket catching the neon glow of a Mayfair club sign in the background. Night air cool, the coat collar turned up. Amateur iPhone-shot, slight grain, candid stop-and-talk pose.", "image_path": "images/iteration-0013/m14-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.800000000000001, "reason": "Strong jawline and intense, dark eyes give him a striking look. The styling dominates a bit, but the facial structure is undeniably above average.", "failure_tags": [ "styling_dominates" ] }, { "persona_id": "m15", "persona_name": "Devon", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Black man, early 30s, with deep brown skin and warm undertones, eyes looking at camera, his mouth slightly parted. He has a strong square jaw, soft warm brown almond eyes, a broad nose with a slightly flat bridge, full lips with a natural smile, and a neatly trimmed short beard. A small scar runs through his left eyebrow, adding character. His head is shaved with a very short fade haircut. He wears a navy Chicago Fire Department t-shirt, the fabric stretching across his broad shoulders and defined chest \u2014 a classic V-tapered athletic build with a thick neck and strong forearms visible from the rolled sleeves. He is standing in a fire station garage, natural daylight streaming through the open bay doors, leaning slightly against a red fire engine, with a candid, approachable expression. The photo feels like an amateur iPhone shot with soft natural light, slightly casual framing, and real imperfection.", "image_path": "images/iteration-0013/m15-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong, broad shoulders and thick neck give a very masculine frame. Warm, expressive brown eyes and a well-groomed beard add to the approachable appeal.", "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, early 30s, with a strong athletic V-tapered frame, broad shoulders and defined upper chest visible under a tight navy Chicago fire department station tee. Eyes looking at camera, his mouth slightly parted. Square jaw, soft brown almond-shaped eyes with a warm golden undertone, straight nose bridge with a rounded tip, full lips with a slight unevenness, thick natural eyebrows with a small gap. Short close-cropped black hair, a subtle scar on his right jawline, and a few moles on the left side of his neck. He\u2019s standing casually in a sunlit station house garage, one hand resting on the open door of a fire engine, with soft natural daylight streaming through the open bay doors, warm candid vibe, an amateur iPhone-shot feel.", "image_path": "images/iteration-0013/m15-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: incredibly sharp jawline, intense deep brown eyes, and a broad, athletic shoulder frame. The slight mouth gap is perfect for lipsync. Missing the 'easy approachable smile' from the prompt, but highly attractive.", "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, late 20s, eyes looking at camera, his mouth slightly parted. Narrow oblong face with sharp, high cheekbones and a defined jawline. Deep-set but wide-set eyes in a cool pale grey-blue with a darker ring, long dark lashes. Straight narrow nose with a sharp bridge, thin lips with a slight downward curve, straight natural brows slightly darker than his hair. Dark shoulder-length hair, slightly tousled and falling unevenly, with a few strands across his forehead. Slim, intentionally angular build \u2014 narrow shoulders, lean wiry frame, long arms visible through the loose fabric. Worn cream cardigan unbuttoned over a rumpled pale linen shirt that drapes on his frame, sleeves pushed up to show forearms; ink\u2011stained fingertips on his right hand resting near a small espresso cup. Sitting at a weathered wooden cafe table in a Berlin cafe, late afternoon golden light streaming through a window, casting soft shadows across his face. Slight stubble, a faint mole above his left eyebrow. Amateur iPhone candid, natural light, slight lens flare. Photorealistic.", "image_path": "images/iteration-0013/m16-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking 'delicate intellectual' aesthetic. Standouts: piercing light eyes, sharp angular jawline, and thick tousled hair. Nails 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. Late 20s, pale skin with a cool porcelain undertone and faint freckles across the bridge of his nose. Slim angular frame with narrow shoulders, long arms, and an intentionally lean build \u2014 no athletic bulk. Sharp high cheekbones, deep-set hooded eyes in a cool gray-blue with a darker ring, long natural lashes. Straight narrow nose with a slight aquiline bridge. Thin top lip, fuller bottom lip, a subtle asymmetry in his slight smile. Dark straight eyebrows, slightly unruly. Shoulder-length dark hair with loose 2B waves, slightly tousled and falling forward. A small mole on the left cheekbone. Ink stains smudged on his long fingers. Wearing a worn cream cardigan over a loose linen shirt that drapes off his slim shoulders. Sitting in a Berlin cafe, late afternoon golden light falling across his face and chest, a ceramic coffee cup on the small table beside an open notebook. Warm candid atmosphere, amateur iPhone-shot vibe.", "image_path": "images/iteration-0013/m16-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking pale blue eyes, sharp angular jawline, and thick dark brows give him a distinct, intense look. Nails the 'delicate intellectual' vibe perfectly.", "failure_tags": [] }, { "persona_id": "m17", "persona_name": "Sangwoo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted, in his mid-20s with a slim dancer's build \u2013 narrow shoulders, elegant posture, pale skin with a cool undertone. Oval face, soft monolid dark brown eyes, straight nose with a refined tip, thin lips with a gentle expression, straight natural eyebrows, perfectly styled middle-part black hair, smooth and straight. He wears wire-rim round glasses and a fitted off-white linen shirt buttoned to the collar. A small mole on his left cheekbone. Standing in a quiet bookshop, soft window light casting a warm glow, candid natural feel, intellectual sensitivity.", "image_path": "images/iteration-0013/m17-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Clean, symmetrical features and nice hair, but the intentionally narrow shoulders and very soft jawline make him look a bit too boyish for my taste. Lacks a strong masculine frame.", "failure_tags": [ "narrow_shoulders", "soft_jawline", "boyish_when_mature_intended" ] }, { "persona_id": "m17", "persona_name": "Sangwoo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, his mouth slightly parted, eyes looking at camera. He is in his mid-20s with a lean, pale frame and intentionally narrow shoulders \u2014 long limbs, elegant collarbones. He wears a fitted off-white linen shirt buttoned to the collar and thin round wire-rim glasses. His face is oval, with soft monolid dark brown eyes, a straight nose with a subtle bridge bump, thin upper lip over a slightly fuller lower lip, and a small mole just below his left eye. His black hair is straight, fine, and perfectly styled with a middle part, a subtle gloss. He stands in a quiet bookshop library room; soft window light falls diagonally across his face, casting gentle shadows. The photo has an amateur, candid iPhone feel with slightly imperfect focus and warm natural tones.", "image_path": "images/iteration-0013/m17-seed2.png", "attractiveness": 6, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 7.199999999999999, "reason": "Clean, symmetrical features and good skin, but the frame is very narrow and boyish. The shirt is unbuttoned rather than buttoned to the collar as prompted.", "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 East Asian man, late 20s, with long limbs and a lean dancer's build, narrow waist, sloping shoulders, and a defined collarbone visible through his tank top. He has a long, narrow oval face with high sharp cheekbones and a strong jawline. His eyes are deep-set, almond-shaped, and a dark brown-black with a warm amber fleck near the pupil, expressive and slightly downturned at the outer corners. He has a straight nose with a narrow bridge and a delicate rounded tip, soft full lips with a defined cupid's bow, and straight eyebrows with a natural arch. His black hair is pulled back into a neat low ponytail, with a few short strands loose near his temples. He has a small, subtle mole on the left side of his jawline. He is photographed mid-stretch, one leg extended onto a marley floor, a ballet barre in the soft, blurred background. Eyes looking at camera, his mouth slightly parted. Wearing a fitted black sleeveless tank top and loose gray joggers, bathed in warm, dusty light from a nearby studio window. The image has an amateur, candid feel with a slight natural lens flare, capturing a quiet moment of practice.", "image_path": "images/iteration-0013/m18-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 6.0, "reason": "Striking bone structure and elegant neck, but the frame is extremely narrow and the expression is a bit flat. Mouth is firmly closed.", "failure_tags": [ "mouth_closed", "narrow_shoulders", "weak_frame" ] }, { "persona_id": "m18", "persona_name": "Cassian", "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. Lean dancer's build with long limbs, narrow waist, and elegant posture, no bulk. Fair skin with warm neutral undertone. Diamond-shaped face with high, sharp cheekbones. Deep-set almond-shaped dark amber-brown eyes, slightly downturned at the outer corners. Straight narrow nose with a subtle tip. Soft full lips with a well-defined cupid's bow. Straight, neatly groomed medium-thickness eyebrows. Shoulder-length black hair pulled back into a neat low ponytail, loose strands framing his temples. A small beauty mark on his left cheekbone. He is photographed mid-stretch in a sunlit dance studio, one arm extended overhead, torso slightly rotated, barefoot on marley flooring with a ballet barre visible behind. He wears a fitted sleeveless gray dance top and loose black trousers. Soft natural light, candid amateur iPhone vibe, slightly imperfect framing that feels caught mid-movement.", "image_path": "images/iteration-0013/m18-seed2.png", "attractiveness": 5, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 6.8, "reason": "Nails the lean dancer physique and studio setting perfectly. Face is pleasant but lacks standout masculine features; jawline is somewhat soft and frame is very narrow, making him look a bit boyish.", "failure_tags": [ "narrow_shoulders", "soft_jawline", "boyish_when_mature_intended" ] }, { "persona_id": "f01", "persona_name": "Hannah", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful white woman, mid-20s, with a slender frame, gentle curves, fair skin with a warm peach undertone, and soft auburn hair loosely gathered in a half-up style, middle part, slightly wavy strands framing her face. Her eyes looking at camera, her mouth slightly parted. She has a soft oval face with high cheekbones, large warm hazel eyes with gold flecks, a straight nose with a rounded tip and a dusting of light freckles across the bridge and onto her cheeks, full lips with a subtle cupid\u2019s bow, and naturally arched brows. Her most distinctive feature is the soft cluster of freckles. She wears an oversized cream cable-knit cardigan over a thin-strapped camisole, and sits by a large coffee shop window. Soft, diffused morning light spills across her face, casting gentle shadows, with a blurred background of espresso machines and warm wood tables. The photo feels candid, slightly grainy, like an iPhone shot, with a warm natural glow from the window.", "image_path": "images/iteration-0013/f01-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: full symmetric lips, striking amber eyes, and delicate bone structure with natural freckles. Very strong girl-next-door appeal.", "failure_tags": [] }, { "persona_id": "f01", "persona_name": "Hannah", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful white woman, eyes looking at camera, her mouth slightly parted. Mid-20s, soft auburn hair (loose half-up, wavy 2B texture, slightly mussed), light freckles scattered across her nose and upper cheeks. Round face with a soft jaw and slight double chin when tilting forward, wide-set almond-shaped hazel eyes (golden-brown with dark outer rings), small straight nose with a rounded tip, thin top lip over a fuller bottom lip, straight brows with soft natural arch. She wears a soft cream oversized cardigan over a black cami top, sitting by a large coffee shop window with afternoon golden light falling across her face. One hand cradles a ceramic mug partially visible at the bottom of frame. Medium close-up, slight upward angle, casual candid iPhone-shot aesthetic with soft natural window light and airy depth of field.", "image_path": "images/iteration-0013/f01-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Above average. Striking hazel eyes and full, well-defined lips stand out. Good bone structure, but the slightly blank expression keeps it from an 8.", "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 in a confident grin. Athletic toned figure with broad shoulders, defined muscle tone visible through a tight black tank top, narrow waist, and toned arms with one small forearm tattoo on her left arm. High ponytail of long dark hair swept back, warm olive skin with golden undertone and a slight sheen from a light workout. Oval face shape with high cheekbones, almond-shaped deep brown eyes with thick lashes, straight nose with a defined tip, full lips with a sharp cupid's bow, natural groomed arched eyebrows. A small beauty mark above her right lip. Standing in a bright Miami fitness studio with mirrored walls in the background, natural light streaming from a large window, wearing black leggings and workout shoes, hands on her hips, casual candid pose as if stopped mid-conversation. Shot from a low angle, medium full body, amateur iPhone photography, soft natural light, slight lens flare.", "image_path": "images/iteration-0013/f02-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Above average. Strong athletic frame and striking dark eyes with thick lashes stand out. Face is slightly generic AI-pretty but undeniably attractive.", "failure_tags": [ "generic_face" ] }, { "persona_id": "f02", "persona_name": "Camila", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Latina woman, in her late 20s, warm olive skin with a golden undertone, athletic toned build with broad shoulders and defined arms, narrow waist visible beneath her gym top. Eyes looking at camera, her mouth slightly parted. Heart-shaped face with high cheekbones, almond-shaped dark brown eyes with warm gold flecks, straight nose bridge with a soft rounded tip, full lips with a slightly uneven confident grin, well-defined arched brows, sleek dark brown hair pulled back in a high ponytail with a few escaped strands, a small delicate tattoo on her inner forearm. She stands in a sunlit Miami gym with large windows framing palm trees, wearing a fitted black tank top and high-waisted gray leggings, a gym towel draped over one shoulder, hands on her hips, a cocky-warm expression. Soft natural light, candid amateur iPhone vibe.", "image_path": "images/iteration-0013/f02-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong athletic build and striking dark eyes stand out. Missing the forearm tattoo, but otherwise nails the Miami fitness coach persona. Good direct eye contact and parted lips.", "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, mid-20s, with a slender graceful frame and gentle curves, warm ivory skin with a subtle pink undertone, oval face, large round eyes with sharp inner corners and double eyelids, deep dark brown eyes, a straight nose bridge with a refined tip, soft full lips, natural straight eyebrows with a slight arch, long straight dark hair center-parted falling past her shoulders, a small beauty mark below her left eye. Eyes looking at camera, her mouth slightly parted. She wears an oversized pastel lavender hoodie, relaxed fit, sitting at a small wooden table in a cozy Seoul caf\u00e9, soft natural light streaming from a window, candid amateur photo with gentle lens flare and slight grain, realistic photograph, civilian snapshot style.", "image_path": "images/iteration-0013/f03-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Three standouts: flawless dewy skin, large expressive doe eyes with sharp inner corners, and full, perfectly shaped lips. Very strong K-beauty aesthetic.", "failure_tags": [] }, { "persona_id": "f03", "persona_name": "Yujin", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Korean woman, in her mid-20s, with a lean and slender build and slightly sloping but defined shoulders. Her skin is porcelain with a dewy peach undertone. She has a soft oval face with a gently pointed chin, large double-lidded doe eyes with sharp inner corners and deep warm brown irises, a small straight nose with a delicate tip, soft pink lips with a natural Cupid's bow, softly arched naturally thick brows, and long silky straight dark brown hair center-parted and falling loose in a freshly washed, slightly damp state. A tiny beauty mark sits on her right cheek near her nose. Eyes looking at camera, her mouth slightly parted. She wears a soft pastel oversized hoodie in a muted lavender, the hood pulled back, lounging in a cozy corner caf\u00e9 with warm wood tables and a latte in front of her. Soft natural light from a large window catches the side of her face, creating a candid, slightly imperfect iPhone-shot aesthetic with a relaxed, ready-to-talk vibe.", "image_path": "images/iteration-0013/f03-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Standouts: large doe eyes with sharp inner corners, flawless dewy skin, and full, perfectly shaped lips. Matches the idol-trainee vibe perfectly.", "failure_tags": [] }, { "persona_id": "f04", "persona_name": "Naomi", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful mixed Black-Japanese woman, late 20s, with warm medium-brown skin and golden undertones, a slim willowy build with defined collarbones and graceful posture; eyes looking at camera, her mouth slightly parted. She has a soft oval face with high cheekbones and a defined jawline, large slightly upturned almond eyes in deep warm brown with golden flecks, a straight nose bridge with a softly rounded tip, full lips with a well-defined cupid's bow and a slightly fuller lower lip, naturally arched brows of medium thickness, and a small beauty mark just above the left corner of her mouth. Her hair is short cropped naturally curly 4A coils, close on the sides with extra volume on top, in natural black-brown. She wears a loose white t-shirt under paint-stained denim overalls, straps loosely undone, with smudges of blue and green paint on her hands and overalls. She sits at a wooden table in a cozy Brooklyn coffee shop, soft morning light streaming from a window, a sketchbook open and a half-empty coffee cup. Her expression is calm and focused, eyes soft. Amateur iPhone-shot aesthetic, natural lighting, candid framing, slight imperfections.", "image_path": "images/iteration-0013/f04-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking mix of features: wide-set almond eyes, full symmetric lips, and excellent skin texture. Nails the mixed Black-Japanese prompt perfectly. Eyes are locked on camera with a clear mouth gap.", "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-Japanese woman, late 20s, eyes looking at camera, her mouth slightly parted. She has a heart-shaped face with high cheekbones and a soft jawline, deep-set almond-shaped eyes in a warm hazel-brown, a narrow straight nose with a rounded tip, full bow-shaped lips with a slightly fuller bottom, and straight, medium-thick eyebrows with a natural arch. Her hair is a short cropped 3C/4A curly textured afro, dark brown with a subtle reddish tint in natural light. A small beauty mark sits just below her left eye, with sparse brown freckles across the bridge of her nose. She has a slim, almost dancer\u2019s build with long neck and elegant collarbones visible. She wears a loose off-white linen button-up shirt with a few faint blue paint stains on the collar and cuffs, unbuttoned at the top. The scene is a quiet corner of a rustic Brooklyn coffee shop, soft morning light filtering through a steamy window behind her, a half-full ceramic cup on the table. Shot on a mobile phone, natural candid framing, slightly soft focus with a shallow depth of field.", "image_path": "images/iteration-0013/f04-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Above average. Two specific standouts: full, well-defined lips and striking almond-shaped eyes. Matches the mixed Black-Japanese persona well. Lips are parted and eyes are on camera.", "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 round face and delicate, fair skin with a cool porcelain undertone. Her eyes are a pale gray-blue, wide-set and slightly rounded with subtle hooding, wearing thin, gold wire-rimmed round glasses that sit low on her nose. Her nose has a gentle straight bridge and a soft, rounded tip. Her lips are full but narrow with a defined cupid's bow. Her eyebrows are pale ash-blonde, straight and lightly groomed. Her hair is soft, fine 2B waves in a warm ash-blonde, parted in the middle and tucked loosely behind her ears, slightly messy with natural flyaways. She has a small, faint freckle cluster across the bridge of her nose and a single tiny beauty mark just above her right eyebrow. She is wearing a cream-colored, chunky-knit cardigan unbuttoned over a high-neck, dove-gray blouse with tiny pearl buttons. The background is a cozy Brooklyn apartment with warm, golden afternoon light streaming in from a window, casting soft shadows across her face. The photo feels like an unposed, amateur snapshot taken with an iPhone \u2014 candid, soft, and intimate. Shot from chest-up, medium close-up framing with a natural, slightly shallow depth of field.", "image_path": "images/iteration-0013/f05-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: full symmetric lips, clear blue eyes, and excellent bone structure (defined jawline). Nails the persona perfectly. Mouth is slightly parted and eyes are looking directly at the camera.", "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, late 20s, slender graceful build with soft shoulders and delicate collarbones, light fair skin with a cool pink undertone, round wire-rim glasses in thin gold frames, soft oval face, pale gray-blue eyes with a darker ring, straight nose with a slightly rounded tip, full cupid's bow lips in natural pink, light blonde eyebrows straight and natural, small beauty mark just above the left corner of her mouth, soft golden-blonde wavy hair loosely tied back with a stray strand resting on her cheek, eyes looking at camera, her mouth slightly parted, wearing a cream-colored knitted cardigan over a high-neck white blouse with subtle lace trim, sitting in a cozy library corner with wooden shelves of vintage books behind her, warm reading lamp light casting soft shadows, amateur iPhone photo with a candid, unposed feel, natural afternoon light filtering through a nearby window.", "image_path": "images/iteration-0013/f05-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: full symmetric lips, striking blue eyes framed by delicate glasses, and excellent bone structure with high cheekbones. Nails the librarian aesthetic perfectly.", "failure_tags": [] } ], "aggregates": { "male_count": 36, "female_count": 10, "male_attractiveness_mean": 7.055555555555555, "male_attractiveness_stdev": 0.9411707970054121, "female_attractiveness_mean": 7.6, "female_attractiveness_stdev": 0.4898979485566356, "male_weighted_mean": 7.927777777777777, "female_weighted_mean": 8.52, "lipsync_adherence_mean": 9.391304347826088, "prompt_adherence_mean": 9.369565217391305, "failure_tag_histogram": { "boyish_when_mature_intended": 4, "wrong_ethnicity": 1, "awkward_expression": 5, "narrow_shoulders": 5, "soft_jawline": 3, "bad_skin": 1, "lighting_fail": 1, "mouth_closed": 3, "generic_face": 2, "off_angle": 1, "styling_dominates": 1, "weak_frame": 2 }, "axes": [ [ "attractiveness", 0.6 ], [ "prompt_adherence", 0.2 ], [ "lipsync_adherence", 0.2 ] ] }, "baseline_metrics": { "male_count": 36, "female_count": 10, "male_attractiveness_mean": 7.027777777777778, "male_attractiveness_stdev": 1.1422713997195606, "female_attractiveness_mean": 7.7, "female_attractiveness_stdev": 0.45825756949558405, "male_weighted_mean": 7.883333333333334, "female_weighted_mean": 8.440000000000001, "lipsync_adherence_mean": 9.130434782608695, "prompt_adherence_mean": 9.369565217391305, "failure_tag_histogram": { "awkward_expression": 4, "generic_face": 2, "bad_skin": 2, "extreme_close_up": 1, "mouth_closed": 5, "styling_dominates": 1, "narrow_shoulders": 2, "soft_jawline": 1, "uncanny": 5, "bad_grooming": 1, "asymmetric_eyes": 1, "weak_frame": 1, "boyish_when_mature_intended": 1 }, "axes": [ [ "attractiveness", 0.6 ], [ "prompt_adherence", 0.2 ], [ "lipsync_adherence", 0.2 ] ] }, "eps": 0.3, "pass": true, "pass_reason": { "fail_reason": null, "male_uplift": 0.02777777777777768, "female_drift": -0.10000000000000053, "lipsync_drift": 0.26086956521739246, "prompt_adherence_drift": 0.0 } }