{ "iteration": 7, "timestamp": "2026-06-03T12:40:55", "wall_clock_seconds": 282.6, "prompt_snapshot_path": "prompts/iteration-0007.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. He is in his late 20s with a lean swimmer's build, featuring defined collarbones and narrow but present shoulders visible under a thin, oversized vintage black band tee. He has a narrow oval face with a sharp, slightly asymmetric jawline and deep-set, hooded eyes the color of pale gray-green with a darker outer ring. His nose is a straight Roman bridge with a slightly downturned tip. His hair is a messy, 2B wavy texture in a soft chestnut brown, falling over his forehead and partially obscuring his straight, natural eyebrows. A small, distinctive mole sits just below his left cheekbone. He is leaning against a brick wall in a dim Brooklyn loft during the blue hour, with the cool twilight window light raking across his face from the left and a warm tungsten halation from a single orange-glow lamp on a distant table. He holds a battered electric guitar unplugged against his waist, looking quiet and brooding. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m01-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking indie-boy aesthetic. Standouts: piercing light eyes, sharp jawline, and perfectly tousled hair. Nails the brooding musician vibe.", "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 man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a wiry musician's build, featuring narrow but defined shoulders and prominent collarbones visible through a thin, oversized vintage grey t-shirt. He has a narrow heart-shaped face with a sharp, tapered jawline and high, hollowed cheekbones. His eyes are deep-set and slightly downturned, colored a pale steel-grey with a darker outer ring. His nose is straight and narrow with a fine, pointed tip. He has a small, bow-shaped mouth with a thin top lip and a slightly fuller bottom lip. His hair is a soft chestnut brown with a 2A wavy texture, styled in a messy, shaggy cut with long, piecey bangs that partially obscure his forehead and fall into his eyes. A distinctive small vertical scar notches the tail of his left eyebrow, and he has a faint scattering of freckles only across the bridge of his nose. He is sitting on a tattered velvet sofa in a cluttered Brooklyn loft, leaning forward in a stop-and-talk pose. The lighting is cool-toned twilight spilling through a large industrial window, with a soft warm tungsten glow from a single floor lamp on the far side of the room creating deep, moody shadows. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m01-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking indie-boy aesthetic. Sharp jawline, intense pale eyes, and perfectly messy hair. Nails the brooding musician vibe completely.", "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 powerful gym-built frame, featuring broad shoulder breadth, a thick neck, and a V-tapered torso with defined upper chest mass visible through his clothing. His face is a sharp square shape with a high-definition jawline and deep-set, near-black almond eyes. He has a straight Roman nose and a wide mouth with a full bottom lip, caught in a cocky but warm expression. His skin is a warm olive with golden undertones and a faint sheen of sweat. He has thick, coarse black hair in a short taper-fade, slightly messy from the salt air. A small, permanent vertical scar notches his left eyebrow near the arch. He is wearing a charcoal-grey performance-fabric stringer tank top that exposes his muscular deltoids. The scene is a Miami beach boardwalk with warm golden-hour side light raking across his face from camera right, creating long, warm shadows that define his bone structure. He is leaning back against a weathered turquoise railing in a casual stop-and-talk pose. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m02-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and broad, defined shoulders. Good eye contact. Above average but slightly generic AI face prevents a higher score.", "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 in his mid-20s with a powerful gym-built V-taper, showing broad shoulder breadth and defined upper chest mass visible through a fitted charcoal performance tank top, with thick neck muscles and a clear sternocleidomastoid line. His face is a strong square shape with a sharp jawline and high, prominent cheekbones. He has deep-set, dark amber-brown eyes with thick lashes and wide-set, naturally bushy eyebrows. His nose is straight and masculine with a high bridge and slightly flared nostrils. He has a small, distinctive mole on his upper right cheekbone and a faint, thin scar through the tail of his left eyebrow. His hair is near-black, styled in a short taper fade with a messy, salt-crusted texture on top as if dried by the wind. He is captured in a medium shot standing on a Miami beach boardwalk, leaning back with a cocky, inviting energy. The lighting is warm golden-hour side light raking across his face from camera left, creating high-contrast gold highlights and deep shadows that define his bone structure. The background is a soft-focus bokeh of turquoise Atlantic water and palm fronds. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m02-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and intense, warm eye contact. Good athletic frame, but the spiky hair feels a bit dated, keeping him from an 8.", "failure_tags": [] }, { "persona_id": "m03", "persona_name": "Jiwon", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean but defined swimmer's build and a long, elegant neck. He has a narrow oval face with a sharp, well-defined jawline and high, subtle cheekbones. His eyes are soft, deep-set monolids with a warm amber-brown iris and a slight, downward tilt at the outer corners. He has a straight, narrow nose with a soft, slightly rounded tip and small, bow-shaped lips. His eyebrows are straight and dark, groomed but natural. His hair is 1A pin-straight, jet black, and worn in a messy, middle-parted chin-length bob that looks lived-in. He is styled in an oversized charcoal wool cardigan over a wrinkled cream linen shirt, holding a charcoal pencil with faint, realistic ink and graphite stains on his long fingers. He is sitting in a sun-drenched Silver Lake studio, framed from the chest up in a medium-close-up shot. The lighting is soft midday skylight diffused through a north-facing window, creating gentle shadows that define his collarbones and the texture of the linen. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m03-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong aesthetic match. Soft monolid eyes and clean jawline stand out. Good frame despite the relaxed posture. Very solid execution of the 'quiet artist boy' vibe.", "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 lean and elongated dancer's build, featuring a long neck, defined collarbones, and elegant narrow shoulders that lend him a scholarly air. He has a narrow oval face with a soft jawline, deep-set monolid eyes the color of dark roasted coffee, and a straight, delicate nose with a slightly rounded tip. His hair is a soft raven black, styled in a messy 2B wavy middle part as if he\u2019s been running his hands through it while working. He is captured in his sun-drenched Los Angeles studio, sitting on a wooden stool with a slight slouch, his long fingers resting on his lap showing faint, realistic charcoal and ink stains around the cuticles. He wears an oversized cream-colored chunky knit cardigan over a wrinkled white linen shirt. The scene is illuminated by warm afternoon skylight diffused through a large industrial window, creating soft blue-toned shadows in the folds of his clothes and a gentle glow on his pale olive skin. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/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 boy' vibe perfectly while remaining highly attractive.", "failure_tags": [] }, { "persona_id": "m04", "persona_name": "Marcus", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted. Marcus is in his early 30s with a warm mahogany skin tone and golden undertones, captured in a medium shot behind a polished dark wood bar. He has a sharp square face with high cheekbones, deep-set dark amber eyes, and a neat, short-boxed beard with a slightly thicker mustache. His nose is straight with a defined bridge and rounded tip, and he has a small, distinctive circular scar just above his left eyebrow. His hair is a clean-tapered fade with short, dense texture on top. He has a broad-shouldered V-tapered build, visible through the fabric of a fitted black button-down shirt with the sleeves rolled to the elbows, revealing intricate grayscale geometric tattoos on his thick, masculine forearms. He is leaning slightly against the bar counter where a worn philosophy paperback sits face-down. The lighting is warm tungsten halation from a single nearby amber table lamp, casting a soft glow that defines his jawline and provides a rich rim light against the darker, blurred background of glass bottles and soft hotel lobby atmosphere. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m04-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, intense direct eye contact, and broad shoulders tapering well. Very solid frame and masculine presence.", "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. Marcus is in his early 30s and stands behind a polished mahogany bar, his frame defined by a V-tapered torso and broad shoulders that fill out a crisp, fitted black button-down with sleeves rolled to the elbows. He has a warm deep-mahogany skin tone with cool undertones, a square face with a sharp, clean-shaven jawline and high cheekbones. His eyes are deep amber-brown, almond-shaped and intelligent, framed by thick, naturally straight eyebrows. He has a straight-bridge nose with a slightly rounded tip and full, symmetrical lips. His hair is a short, precise fade, very dark and neatly groomed. Visible on his muscular forearms are intricate black-ink geometric tattoos. He is captured in a stop-and-talk pose, leaning slightly against the bar with a thin vintage philosophy paperback resting near his hand. The scene is illuminated by warm tungsten halation from a single nearby amber table lamp, casting a soft glow that defines his neck muscles and the texture of his shirt, while the upscale Manhattan lounge fades into a moody, bokeh-blurred background of glinting crystal. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m04-seed2.png", "attractiveness": 9, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 9.399999999999999, "reason": "Top tier. Incredible broad shoulders tapering to a narrow waist, sharp jawline, intense deep-set eyes, and thick neck. Undeniable screen presence.", "failure_tags": [] }, { "persona_id": "m05", "persona_name": "Dario", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Italian-American man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a wiry skater's build, featuring sloping athletic shoulders and defined, veiny forearms. His face is a narrow heart-shape with a sharp, tapered jawline and high, prominent cheekbones. He has deep espresso-brown almond-shaped eyes with thick natural lashes and a warm, inviting gaze. His nose has a straight Roman bridge with a slightly narrow tip, and his mouth features a full bottom lip and a defined cupid's bow, caught in a sweet, boyish half-smile. His hair is a dark chestnut brown, chin-length with messy 2B waves that look soft and wind-blown, tucked haphazardly behind one ear. A small, distinctive nick is visible in his thick, straight left eyebrow, and he has a series of intricate black-ink linework tattoos forming a half-sleeve on his left arm. He is wearing a faded, oversized black vintage punk band t-shirt with a cracked graphic and light-wash ripped denim. He is captured in a medium shot, sitting on the edge of a concrete skate bowl in a Brooklyn park at sunset. The lighting is a strong golden-hour side light from camera left, creating a warm glow across his olive skin and a bright rim light along his messy hair. visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m05-seed1.png", "attractiveness": 6, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 7.199999999999999, "reason": "Cute boyish smile and nice hair volume, but frame is very narrow and shoulders slope downward. Looks a bit too young/soft for late-20s.", "failure_tags": [ "narrow_shoulders", "weak_frame", "boyish_when_mature_intended" ] }, { "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 but defined swimmer's build, showing broad shoulders and a thick neck. His face is a narrow oval with a sharp jawline and high cheekbones. He has deep-set almond eyes the color of dark espresso, straight thick eyebrows that are slightly unkempt, and a straight Roman nose. His dark chestnut hair is a 2B messy wave texture, medium length and tucked behind his left ear. He has a small silver hoop in his left nostril and a visible dimple on his right cheek. He wears a faded black vintage band tee with a cracked graphic and distressed denim, sitting on the edge of a concrete Brooklyn skate park bowl with a beat-up skateboard resting on his lap. A half-sleeve of traditional black-ink tattoos is visible on his left forearm. The scene is lit by soft golden-hour side light raking across his face from camera right with warm shadows defining the jawline. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m05-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Strong jawline, thick dark hair with great volume, and intense warm brown eyes. Nails the skater aesthetic perfectly.", "failure_tags": [] }, { "persona_id": "m06", "persona_name": "Adrian", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Mediterranean man, eyes looking at camera, his mouth slightly parted. He is 35 years old with a V-tapered torso, broad shoulder breadth, and a thick masculine neck. His face is a wide square shape with a heavy, well-defined jawline and high cheekbones. His skin is a deep warm olive with golden undertones. He has deep-set almond eyes that are a rich espresso brown with amber flecks, framed by thick, dark, slightly arched eyebrows. His nose is a prominent Roman shape with a straight bridge. He has a wide mouth with a fuller bottom lip and a slight asymmetric tilt to his expression. His hair is a thick, dark charcoal color with distinct silver-white edges at the temples, styled in a professional but slightly tousled manner. A small, faint vertical scar is visible just above his left eyebrow. He is wearing an unbuttoned charcoal wool suit over a crisp white shirt with the collar open. He is standing in a high-rise Chicago exterior at dusk, with the cool blue hour light of the skyline contrasting against a warm amber glow from the office window behind him, casting a sharp rim light on his profile. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m06-seed1.png", "attractiveness": 5, "prompt_adherence": 8, "lipsync_adherence": 4, "weighted_score": 5.4, "reason": "Looks significantly older than 35, skin texture is rough and leathery. Eyes are averted, failing the confident eye contact prompt. Mouth is slightly open but gaze is off-camera.", "failure_tags": [ "wrong_age_range", "eyes_averted", "bad_skin" ] }, { "persona_id": "m06", "persona_name": "Adrian", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Mediterranean man, 35 years old. Eyes looking at camera, his mouth slightly parted. He features a powerful V-tapered torso with broad shoulders and a thick, masculine neck visible through his open collar. His face is a narrow oval with a heavy, sharp jawline and a subtle cleft chin. He has deep-set amber-brown eyes under thick, dark natural eyebrows, a straight Roman nose, and a firm mouth with a defined cupid's bow. His dark, thick hair is styled back, showing distinct silver-gray hair at the temples. A small dark mole is visible high on his right cheekbone. He is wearing an unbuttoned charcoal wool suit jacket over a white dress shirt, captured in a Chicago high-rise with the city skyline blurred in the background. The lighting is warm late-afternoon sun raking across his face from camera left, creating sharp golden highlights on his skin and cool, deep shadows that define his features. visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m06-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 6.6000000000000005, "reason": "Strong jawline and intense amber eyes give him a commanding presence. Hits the Mediterranean finance bro vibe perfectly, but mouth is firmly closed.", "failure_tags": [ "mouth_closed" ] }, { "persona_id": "m07", "persona_name": "Haruki", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Japanese man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with a lean swimmer\u2019s frame and soft shoulder breadth visible through his clothes. He has a heart-shaped face with a soft jawline and warm olive skin with golden undertones. His eyes are large, deep amber-brown, almond-shaped with double lids and thick dark lashes. He has a small button nose with a rounded tip and a full cupid\u2019s bow mouth. His hair is dark espresso, 1A straight texture but styled in a messy, tousled bedhead look that falls gently over his thick, straight eyebrows. A tiny beauty mark is visible just below his left eye. He is wearing an oversized cream-colored cable-knit sweater with the sleeves slightly bunched at his wrists. He is sitting at a light wood table in a sun-drenched Tokyo cafe, holding a white ceramic mug with both hands in a cozy, stop-and-talk pose. The lighting is overcast midday skylight diffused through a large north-facing window, creating a soft wrap-around glow on his face with gentle shadows. The shot is a medium shot, capturing his torso and the tabletop. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m07-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Nice warm eyes and good hair texture, but the expression is a bit flat and lacks the 'golden retriever' energy. Shoulders appear slightly narrow under the sweater.", "failure_tags": [ "narrow_shoulders", "awkward_expression" ] }, { "persona_id": "m07", "persona_name": "Haruki", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Japanese man, eyes looking at camera, his mouth slightly parted. He is in his early 20s with a lean swimmer\u2019s build and soft, sloping shoulders visible through his clothes. His face is a gentle heart-shape with a soft jawline and a slightly pointed chin. He has large, warm amber-brown eyes with a friendly upturned shape and a double-lid crease, framed by thick natural lashes. His nose has a straight bridge and a soft, slightly rounded tip. His mouth features a full cupid\u2019s bow and a wide, friendly width. His hair is a messy 1C texture, midnight black and styled in a slightly tousled fringe that grazes his straight, thick eyebrows. To add a unique detail, he has a tiny dark beauty mark just below his left eye. He is wearing an oversized, heavy-gauge cream cable-knit sweater and is sitting at a light wood table in a cozy Tokyo cafe. The lighting is soft golden-hour side light raking across his face from a nearby window, creating a warm glow and gentle shadows that define his features. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m07-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Warm amber eyes and clear skin texture stand out. Nails the soft-boy aesthetic perfectly, but lacks the raw masculine edge for an 8+.", "failure_tags": [] }, { "persona_id": "m08", "persona_name": "Renan", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Brazilian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a powerful V-tapered torso, broad shoulders, and thick neck muscles that define his athletic frame. He wears a fitted black rib-knit tank top that reveals defined upper chest mass and vascular forearms. His face is a strong square shape with a heavy jawline and warm bronzed olive skin with golden undertones. He has deep-set almond-shaped eyes of a dark coffee-brown color, a straight bridge nose with a slightly widened base, and a gentle, kind smile that softens his rugged features. His hair is a dark jet-black buzz cut, slightly damp from training. A prominent jiu-jitsu cauliflower ear on his right side and a small, thin scar through the tail of his thick left eyebrow serve as marks of his profession. He is standing in a gritty Sao Paulo MMA gym with heavy bags and blue floor mats visible in the soft-focus background. The scene is lit by harsh late-afternoon sun streaming through high warehouse windows, creating a golden rim light that carves out his jaw and shoulder while leaving soft blue ambient shadows on the gym floor. Visible skin texture and light pores, subtle facial asymmetry, skin texture you can see \u2014 pores, fine lines, faint stubble shadow, no glossy AI smoothness, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m08-seed1.png", "attractiveness": 6, "prompt_adherence": 8, "lipsync_adherence": 3, "weighted_score": 5.8, "reason": "Solid lean physique and warm eyes, but the jawline is a bit soft and the expression is very neutral rather than a 'gentle smile'. Mouth is completely closed.", "failure_tags": [ "mouth_closed", "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 has a powerful V-tapered torso with broad shoulder breadth and a thick, muscular neck, appearing as a professional athlete in his late 20s. His skin is a warm olive with a golden undertone, showing a light sheen of sweat. He has a wide square face with high cheekbones, deep-set almond-shaped eyes the color of dark espresso, and a slightly crooked Roman nose that suggests it has been broken before. His mouth is curved into a surprisingly gentle, asymmetric smile. He has a jet-black buzz cut and thick, dark eyebrows with a small vertical scar through the left one. A prominent jiu-jitsu cauliflower ear is visible on the side of his head. He is wearing a black ribbed tank top that shows off his defined collarbones and upper chest mass. The setting is a grit-filled Sao Paulo fight gym with blurred heavy bags and blue mats in the background, illuminated by warm tungsten halation from overhead gym lights that create sharp shadows defining his jawline. visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m08-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 5, "weighted_score": 6.3999999999999995, "reason": "Solid physique and fits the MMA fighter persona well, but the face is a bit generic and the heavy sweat/lighting makes the skin texture look slightly uncanny. Mouth is firmly closed.", "failure_tags": [ "mouth_closed", "generic_face" ] }, { "persona_id": "m09", "persona_name": "Wyatt", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome American man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a rugged alpha physique, showcasing broad V-tapered shoulders and a thick, corded neck visible above the collar of a worn, faded navy-and-grey plaid flannel shirt. His face is a wide square with a heavy, weathered jawline and high, sun-reddened cheekbones. He has deep-set, piercing steel-blue eyes framed by thick, dark lashes and heavy crow\u2019s feet from years of squinting. His nose is prominent with a straight bridge and a small, healed nick on the left side of the tip. He wears a dark, dusty felt cowboy hat that casts a sharp, dramatic shadow across his brow, though his intense gaze remains visible. His mouth is wide with a thin upper lip and a faint vertical scar just below the corner of his bottom lip. He has a heavy, coarse stubble that is dark brown with a few premature silver flecks on the chin. The setting is a rural Montana ranch during the late afternoon, with harsh golden-hour side light raking across his face from camera left, creating deep textures and highlighting the fine dust in the air. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m09-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking piercing blue eyes, rugged square jawline with scruff, and a broad, masculine neck/chest frame. Very strong presence.", "failure_tags": [] }, { "persona_id": "m09", "persona_name": "Wyatt", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome American man, early 30s, eyes looking at camera, his mouth slightly parted. He possesses a powerful V-tapered physique with broad, heavy shoulders and a thick neck, his upper chest mass filling out a worn, sweat-faded navy blue flannel shirt with the sleeves rolled to mid-forearm. He has a rugged oblong face with a sharp, heavy square jawline and high, weather-beaten cheekbones. His skin is a deep sun-bronzed tone with warm golden undertones, featuring visible crow's feet and a thick, dark stubble. His eyes are deep-set, narrow, and a piercing amber-brown, framed by low, straight, thick dark eyebrows. He has a straight, rugged nose and a wide mouth with a slightly fuller bottom lip. A weathered black felt cowboy hat is slanted on his head, casting a dramatic shadow across his forehead while keeping his eyes in the light. He is leaning against a rustic wooden fence on a Montana ranch at dusk, with soft golden-hour side light raking across his features from camera right to define his jawline. A small, faint white scar is visible just above his left eyebrow. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m09-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Strong jawline, intense amber eyes, and broad shoulders give him undeniable presence. 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, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean but powerfully defined swimmer's build, featuring broad shoulders and a V-tapered torso clearly visible under a fitted charcoal-grey cotton henley. His skin is a warm deep-olive with golden undertones. He has a sharp square jawline, high cheekbones, and wide-set almond eyes the color of dark roasted coffee. His nose has a high, straight bridge and he wears thin-framed rectangular glasses pushed up slightly on his nose. His hair is thick, jet-black, and styled in a 1A texture with a messy, academic side-part. A small, distinctive mole is visible just above his left cheekbone. He is sitting in a sun-drenched university library at a heavy oak table, with soft golden-hour side light raking across his face from a large unseen window to camera left, creating warm amber highlights on his skin and the dusty bookshelves in the background. Medium shot, stop-and-talk pose as if interrupted while studying, holding a vintage fountain pen. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m10-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong jawline and intense, direct eye contact through the glasses. Good shoulder width under the henley, but overall expression is a bit stiff.", "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, 27 years old, eyes looking at camera, his mouth slightly parted. He has a lean athletic swimmer\u2019s build with broad shoulders and a defined upper chest visible through a fitted charcoal-gray henley. His face is a sharp oval with a clean-shaven, structured jawline and deep-set, warm espresso-brown eyes. He wears rectangular tortoiseshell glasses pushed high up the bridge of his straight Roman nose. His hair is thick, dark, and wavy, styled in a messy but modern academic look. He is captured in a medium shot, leaning slightly forward over a wooden desk in a grand library filled with old books. Soft golden-hour side light raking across his face from camera right, creating warm highlights on his tan skin and defining the V-taper of his torso. He has a slight dimple on his left cheek and a small, distinctive scar near his right eyebrow. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m10-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, intense warm dark eyes behind glasses, and broad shoulders tapering down. Nails the bookish-and-ripped aesthetic perfectly.", "failure_tags": [] }, { "persona_id": "m11", "persona_name": "Yanis", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome French-Algerian man, 32 years old, eyes looking at camera, his mouth slightly parted. He has a sharp diamond-shaped face with a prominent masculine jawline and high cheekbones. His eyes are deep-set almond-shaped in a shade of near-black with a slight olive cast, framed by thick dark lashes and heavy lids. He has a V-tapered athletic build with broad shoulders and a thick neck, wearing a crisp white double-breasted chef\u2019s jacket with the sleeves rolled up to the elbows. His skin is a warm olive with golden undertones, featuring a heavy day-old stubble shadow and a small horizontal scar on the outer edge of his right eyebrow. His hair is short, dark, and textured with 2B waves, slightly damp from the heat of the kitchen. Elaborate black-ink geometric tattoos are visible on his inner forearms. He is captured in a medium shot inside a dimly lit professional kitchen in Marseille, leaning against a stainless steel prep table. The lighting is warm tungsten halation from a single overhead pendant lamp, casting a dramatic side-light that defines his features with deep, warm shadows. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m11-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong, intense eye contact and a well-defined jawline with rugged stubble. Good frame in the chef whites, but slightly asymmetric eyes keep it from an 8.", "failure_tags": [ "asymmetric_eyes" ] }, { "persona_id": "m11", "persona_name": "Yanis", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Algerian man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a sharp square jawline and deep-set almond-shaped eyes of a dark espresso-brown color. He has a powerful V-tapered build with broad shoulders and a thick neck, his upper chest mass visible through the open collar of his white cotton chef coat. His hair is a short, textured dark brown fade with 2B waves on top, paired with a day-old stubble that follows his carved cheekbones. Both muscular forearms are covered in intricate black ink geometric and floral tattoos, visible as his sleeves are rolled up to the elbows. He is standing in a high-end Marseille kitchen during service, leaning slightly over a stainless steel prep station. The lighting is dramatic tasting-menu ambiance, featuring warm overhead spotlights that create high-contrast shadows defining his nose bridge and jaw, with a faint cool blue halation from a distant industrial fridge. He has a small, vertical scar through his left eyebrow as a distinctive feature. Medium shot, visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m11-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, intense dark eyes, and broad shoulders tapering well. Nails the smoldering chef vibe 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, eyes looking at camera, his mouth slightly parted. He is in his early 30s, possessing a powerful V-tapered frame with broad shoulders and a defined upper chest visible beneath a perfectly tailored navy wool suit. His face is a narrow oval with a razor-sharp jawline and high, prominent cheekbones. He has intense monolid eyes of a deep charred-oak brown, a high straight-bridged Roman nose, and a thin upper lip over a slightly fuller lower lip. His hair is jet-black, pin-straight, and styled in a precise executive side-part with a subtle matte finish. A small, dark beauty mark is situated just below his left eye. He is captured in a medium shot within a minimalist Seoul high-rise office, standing before a floor-to-ceiling window that reveals the blue-hued twilight city grid. The lighting is cold-blue ambient twilight from the window contrasted by a warm, sharp tungsten side-light that rakes across his face from camera-right, emphasizing his bone structure. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m12-seed1.png", "attractiveness": 6, "prompt_adherence": 7, "lipsync_adherence": 3, "weighted_score": 5.6, "reason": "Good facial symmetry and strong brow line, but the styling dominates and the shirtless-under-suit look ruins the 'perfectly tailored' CEO vibe. Mouth is firmly closed.", "failure_tags": [ "mouth_closed", "styling_dominates" ] }, { "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 narrow diamond-shaped face and a razor-sharp jawline. His frame is V-tapered with broad shoulder breadth visible through a perfectly tailored navy pinstripe suit, his thick neck and defined collarbones adding to his commanding presence. He has narrow, deep-set monolid eyes the color of dark obsidian, straight and thick groomed black eyebrows, and a high Roman nose with a sharp bridge. His mouth is a small, precise bow with a thin upper lip. He has a single small beauty mark positioned just below his right eye. His hair is jet-black and pin-straight, styled in a sharp executive side-part but looking natural in the moment. He is seated in a high-backed leather chair within a sleek Seoul penthouse office, floor-to-ceiling windows behind him revealing the shimmering city lights of Gangnam at dusk. The lighting is a blend of cool blue-hour ambient light from the windows and a warm tungsten side-light from a desk lamp that casts sharp, cold shadows across his features. The shot is a medium-close-up, captured with a slight handheld tilt as if taken quickly by an assistant. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m12-seed2.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 7.800000000000001, "reason": "Strong jawline and intense, direct eye contact elevate him above average. However, the lack of a shirt under the suit jacket breaks the 'perfectly tailored CEO' persona and looks a bit awkward.", "failure_tags": [ "styling_dominates" ] }, { "persona_id": "m13", "persona_name": "Finn", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Australian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean swimmer's build, featuring broad shoulders and a wiry, V-tapered torso. His face is a narrow oval with a sharp jawline and deep-set hazel eyes that have gold flecks and warm crinkles at the corners. He has a straight nose with a slightly rounded tip and a full lower lip. His hair is mid-length 2B beachy waves, sun-bleached to a bright golden blonde and damp with sea salt. His skin is a deep warm tan with golden undertones, featuring a light spatter of freckles across his nose bridge and a small horizontal scar through his right eyebrow. He is standing on a beach at dawn, wearing a black neoprene wetsuit unzipped to the waist to reveal defined collarbones and a salt-dusted chest. The lighting is soft golden-hour side light raking across his face from camera right with warm shadows defining his bone structure. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m13-seed1.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 8.4, "reason": "Striking golden-hour lighting highlights sharp jawline, intense amber eyes, and lean swimmer's physique. Missing the 'warm crinkled smile' from the prompt, but undeniably attractive.", "failure_tags": [ "awkward_expression" ] }, { "persona_id": "m13", "persona_name": "Finn", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Australian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean swimmer's build, featuring sloping shoulders, defined collarbones, and a wiry, athletic chest visible as he stands topless on a beach. His face is a heart-shape with a sharp, sun-weathered jawline and deep-set almond eyes that have prominent crinkle lines at the corners from years of squinting at the ocean. His eyes are a striking sea-glass green with gold flecks, set under straight, sun-lightened thick eyebrows. He has a straight nose bridge with a small, pale scar across it and a wide mouth with a slightly thinner top lip. His hair is shoulder-length 2B beachy waves, messy and damp with salt water, bleached to a sandy blonde by the sun with darker tawny roots. A dense pattern of sun-freckles across his nose and high cheekbones adds to his rugged marine-biologist aesthetic. The setting is a Gold Coast shoreline at dawn, with soft golden-hour side light raking across his face from camera right, creating warm orange highlights on his salt-dusted skin and defining his lean neck muscles. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching, skin texture you can see \u2014 pores, fine lines, faint stubble shadow, no glossy AI smoothness.", "image_path": "images/iteration-0007/m13-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking green eyes, sharp jawline, and a lean, defined swimmer's build. The heavy sun damage/freckling is a bit intense but fits the surfer persona perfectly.", "failure_tags": [] }, { "persona_id": "m14", "persona_name": "Cyrus", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Iranian man, late 20s, eyes looking at camera, his mouth slightly parted in a bratty and entitled half-smirk. He has a powerful V-tapered build with broad, heavy shoulders and a thick neck, his frame filling out a premium black designer leather jacket worn over a simple black tee. His face is a sharp, narrow oval with a prominent, chiseled jawline and high cheekbones. He has deep-set almond eyes of a near-black obsidian shade and thick, dark, groomed eyebrows with a slight arch. His nose is a narrow Roman style with a high bridge and his hair is jet-black, slicked back with high-shine pomade though a few strands have fallen loose at his temple. He is captured in a stop-and-talk pose on a dimly lit Mayfair street at night, with the warm tungsten orange glow of a nearby luxury storefront raking across his face from the side while cool blue ambient city light fills the shadows. He has a small, distinctive scar through his right eyebrow and visible light stubble. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m14-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Strong thick eyebrows and good hair volume, but the jawline is a bit soft and the expression leans more awkward than bratty smirk. Slightly above average overall.", "failure_tags": [ "awkward_expression", "soft_jawline" ] }, { "persona_id": "m14", "persona_name": "Cyrus", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Iranian man, eyes looking at camera, his mouth slightly parted. He is in his late-20s with a lean swimmer's build, broad shoulders, and a sharp, narrow oval face. His skin is a warm olive with golden undertones. He has deep-set hazel eyes with gold flecks, thick groomed dark eyebrows, and a high-bridged Roman nose. His dark charcoal-black hair is slicked back with a slight shine. He wears a bratty, entitled smirk on his full cupid\u2019s bow lips. A small beauty mark is visible on his left cheekbone. He is wearing a designer black leather jacket thrown carelessly over a white premium cotton shirt. The setting is a Mayfair street at night, with the background showing blurred high-end storefronts and soft cobblestone. The lighting is a mix of warm tungsten halation from a nearby street lamp casting a sharp side-light across his jawline and a cool blue-hour ambient glow. visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m14-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 1, "weighted_score": 6.2, "reason": "Strong jawline and intense, deep-set eyes give him a striking look, but the mouth is firmly closed, failing the lipsync requirement.", "failure_tags": [ "mouth_closed" ] }, { "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 wide square face and a sharp, heavy jawline that gives him a heroic but approachable look. His eyes are warm, deep molasses brown with golden flecks, framed by thick natural eyebrows and subtle laugh lines at the corners. He has a straight bridge nose with a strong base and a wide, symmetrical smile that feels effortless. His hair is a clean buzz cut with a soft fade at the temples. He possesses a powerful V-tapered physique with exceptionally broad shoulders and a thick, muscular neck, filling out a navy blue cotton Chicago fire department station tee. Positioned in a medium shot, he is leaning casually against the chrome bumper of a red fire engine inside a station garage. The lighting is an overcast midday skylight diffused through large open garage doors, creating soft, cool-toned highlights on his skin and deep shadows that define his athletic frame. A small, faint scar is visible near his left temple as a subtle imperfection. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m15-seed1.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 warm, deep-set hazel eyes. Undeniable physical presence.", "failure_tags": [] }, { "persona_id": "m15", "persona_name": "Devon", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a powerful V-tapered athletic build, featuring broad shoulders and a thick, defined neck visible above the collar of a navy blue cotton station t-shirt. His face is a strong square shape with a heavy, sharp jawline and a deep dimple appearing on his right cheek. He has warm, deep amber-brown eyes with a gentle almond shape and thick, straight groomed eyebrows. His nose has a straight bridge and a slightly wide base, and his skin is a deep mahogany with warm golden undertones. He sports a clean low-taper fade with short, dense 4C curls on top. He is standing in a sun-drenched fire station garage in Chicago with the blurred red of a fire truck in the background. The scene is lit by harsh midday sun diffused through large garage door openings, creating a soft overhead glow and warm shadows that define his muscular chest and collarbone. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m15-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and intense, warm brown eyes stand out. Good athletic frame visible under the tee. Missing the 'easy approachable smile' requested in the prompt, expression is quite serious.", "failure_tags": [] }, { "persona_id": "m16", "persona_name": "Theo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome German man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with an intentionally lean, angular, and wiry frame, characterized by narrow shoulders and a slender neck that reflects a delicate intellectual aesthetic rather than any athletic bulk. His face is a long, narrow oval with exceptionally sharp cheekbones and a refined jawline. He has deep-set, dark espresso-colored eyes with a quiet intensity, framed by dark and remarkably long eyelashes. His nose is a narrow Roman shape with a high bridge, and his mouth is a small Cupid's bow with a slightly thinner upper lip. His shoulder-length dark hair is 2A texture, tousled and uncombed as if he just ran his hands through it. He is captured in a stop-and-talk pose at a small table in a dim Berlin cafe, wearing a worn, slightly oversized cream-colored knit cardigan over a loose linen shirt that drapes softly off his slim build. His long, thin fingers show faint dark ink stains near the nails as he rests them near a notebook. The lighting is soft blue-hour dusk light coming through a window, mixed with a warm amber glow from a candle on the table that catches the side of his face. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m16-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking 'delicate intellectual' look. Sharp jawline, intense dark eyes with thick brows, and a lean, elegant neck/frame. Nails the specific aesthetic perfectly.", "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 an intentionally slim and angular frame, featuring narrow shoulders and a lean, wiry build with long limbs and no athletic bulk. He has a narrow oval face with a very sharp, defined jawline and high, prominent cheekbones. His eyes are deep-set, dark amber with notably long, thick lashes, and his nose is a narrow Roman profile with a refined bridge. He has a small bow-shaped mouth with a thin top lip and a fuller bottom lip. His hair is shoulder-length and dark charcoal-brown with a fine, straight texture, currently messy and air-dried. His skin is a cool porcelain with subtle blue-toned undertones and a faint, thin scar through his left eyebrow. He wears a worn, oversized cream wool cardigan over a loose, wrinkled linen shirt that drapes loosely on his slight frame. His long, slender fingers are ink-stained at the tips as he rests his hand on a wooden table in a moody Berlin cafe. The lighting is soft, desaturated late-afternoon window light from camera left, casting long, sharp shadows that emphasize his facial structure. Medium shot, stop-and-talk pose, visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m16-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking 'delicate intellectual' aesthetic. Sharp cheekbones, intense deep-set eyes, and a strong angular jawline create a highly compelling, moody look that perfectly matches the persona.", "failure_tags": [] }, { "persona_id": "m17", "persona_name": "Sangwoo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with a very slim and delicate frame, featuring intentionally narrow shoulders and a long, slender neck that emphasizes his cerebral and non-athletic nature. He has a narrow oval face with cool porcelain skin and soft, deep-set monolid eyes with a gentle expression. His jet-black hair is straight and styled in a precise, neat middle-part that frames his thin wire-rimmed circular glasses. His nose is straight and slender, and his mouth is small with a well-defined cupid\u2019s bow. He has a tiny, singular beauty mark just below his right eye. He is standing in a quiet, sun-drenched Seoul bookshop, wearing a crisp off-white linen shirt buttoned tightly to the collar. The framing is a medium shot, capturing him from the chest up against a background of dark wooden bookshelves. The lighting is diffused afternoon skylight filtered through a large window, creating a soft, scholarly glow on his face with no harsh shadows. visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m17-seed1.png", "attractiveness": 5, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 6.8, "reason": "Nails the requested cerebral, narrow-shouldered aesthetic perfectly. However, the intentionally weak frame and soft jawline make him a 5 on my personal scale; he lacks the physical presence I look for.", "failure_tags": [ "narrow_shoulders", "weak_frame", "soft_jawline" ] }, { "persona_id": "m17", "persona_name": "Sangwoo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with a pale, cool porcelain complexion and a distinctively slight, elegant frame. He has narrow shoulders and a slender neck that emphasize an intellectual, non-athletic build. His face is a long oval with soft monolid eyes of a deep ebony-brown, framed by thin, delicate wire-rim round glasses. He has a straight, narrow nose with a refined tip and a small, well-defined mouth with a thin upper lip. His jet-black hair is straight and silken, styled in a precise and tidy middle-part. He wears a high-quality off-white linen shirt buttoned all the way to the top, sitting in a quiet, sun-drenched Seoul university library surrounded by stacks of old philosophy journals. The lighting is soft morning skylight diffused through a large north-facing window, casting a gentle, even glow that highlights his thoughtful, restrained expression. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m17-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Clean, symmetrical features and good skin, but the intentionally narrow shoulders and very soft jawline make him look a bit too boyish for my taste. Lacks the masculine edge I usually look for.", "failure_tags": [ "narrow_shoulders", "soft_jawline", "boyish_when_mature_intended" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome French man, eyes looking at camera, his mouth slightly parted. Cassian is 28 years old with an elegant dancer's build characterized by long, lean limbs, a narrow waist, and lithe musculature without any bulk or gym-broadened shoulders. He has an oblong face with sharp, high cheekbones and deep-set near-black eyes with heavy lids and thick lashes. His nose is a straight Roman bridge with a refined tip, and he has a small, full cupid's bow mouth. His hair is a glossy deep chestnut, pulled back away from his forehead into a neat low ponytail at the nape of his neck. He has a small, distinctive beauty mark just below his left cheekbone on a pale porcelain complexion with cool undertones. He is wearing a simple black form-fitting tank top and leggings that emphasize his slender frame. He is captured in a stop-and-talk pose, one hand resting on a polished wooden ballet barre while he stretches his other arm, sitting on the dark gray marley floor of a minimalist NYC dance studio. The lighting is bright midday skylight diffused through massive industrial north-facing windows, creating soft cool highlights on his collarbones and defining his lithe frame with gentle shadows. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m18-seed1.png", "attractiveness": 3, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 5.4, "reason": "Extremely feminine features (makeup, brow shape, overall facial structure) make him look like a woman, completely missing the mark for male attractiveness despite hitting the dancer aesthetic.", "failure_tags": [ "feminine_features_male", "uncanny" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome French man, eyes looking at camera, his mouth slightly parted. Cassian is in his late 20s with a lean, elegant dancer\u2019s build, characterized by long limbs, a narrow waist, and lithe, defined musculature rather than bulk. He has an oblong face with sharp, high cheekbones, deep-set dark amber-brown eyes with long lashes, and soft, full lips with a prominent cupid's bow. His porcelain skin has a cool undertone and a small beauty mark just below his left cheekbone. His dark, pin-straight hair is pulled back into a neat, low ponytail, emphasizing his clean jawline and long neck. He is captured in a medium-full shot, sitting on a black marley floor in a stop-and-talk pose while mid-stretch, one leg extended to show his length, wearing a simple black form-fitting tank top and leggings. The background features a sunlit NYC dance studio with a wooden ballet barre and large loft windows. The lighting is overcast midday skylight diffused through a north-facing window, creating soft, even illumination that highlights the graceful contours of his frame. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/m18-seed2.png", "attractiveness": 2, "prompt_adherence": 1, "lipsync_adherence": 10, "weighted_score": 3.4, "reason": "Subject is clearly female, completely failing the male persona prompt. As a male profile, it's a total mismatch.", "failure_tags": [ "feminine_features_male" ] }, { "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 a twenty-four-year-old grad student with a narrow oval face, high cheekbones, and large, deep-set hazel eyes that lean more green in the light. She has a lean, graceful build with long limbs and delicate collarbones visible above the neckline of her white silk camisole. Her soft auburn hair has a fine, 1A straight texture and is pulled into a loose, messy half-up style with stray wisps framing her temples. A constellation of light, natural freckles bridge her nose and spill onto her upper cheeks. She is wearing an oversized, chunky-knit oatmeal cardigan that looks lived-in and soft. The setting is an Austin coffee shop at mid-morning, with diffused overcast window light coming from camera-left, creating a soft cool glow and gentle shadows that define her jawline. She is captured in a medium close-up shot, leaning slightly forward over a rustic wooden table. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/f01-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: clear blue-green eyes, delicate freckles across the nose, and full, well-defined lips. Very attractive girl-next-door vibe.", "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, eyes looking at camera, her mouth slightly parted. She is 25 years old with a lean and graceful build, featuring a long neck and defined collarbones visible above her garment. Her face is a soft heart-shape with a gentle jawline and warm porcelain skin with subtle pink undertones. She has wide-set, almond-shaped eyes that are a clear hazel with amber flecks, topped by high-arched, soft feathered eyebrows. Her nose has a straight bridge and a slightly rounded button tip, and her mouth features a full cupid's bow with a slightly thicker bottom lip. Her hair is a rich auburn with 2B beachy wave texture, pulled into a messy half-up style with a claw clip, allowing wispy strands to fall near her ears. A light dusting of freckles covers her nose and the tops of her cheeks, and she has a small beauty mark just below her right eye. She is wearing an oversized, chunky-knit cream cardigan over a simple silk camisole. The scene is set in an Austin coffee shop, illuminated by overcast midday skylight diffused through a large north-facing window, creating a soft wrap-around glow that highlights her skin texture. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/f01-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking hazel eyes, full symmetric lips, and delicate freckles across a well-defined nose. 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, eyes looking at camera, her mouth slightly parted in a cocky-warm grin. She is in her late 20s with a powerful V-tapered athletic build, featuring broad defined shoulders, a visible sternocleidomastoid line, and a narrow waist. Her skin is a warm olive with a golden undertone and a faint sheen of exertion. Her face is a narrow oval with a sharp, sculpted jawline and high cheekbones. She has deep-set almond eyes the color of dark honey, a straight bridge nose with a defined tip, and a full cupid's bow mouth. Her dark espresso hair is pulled into a taut high ponytail, with a few damp 2A-texture flyaways at her temples. She is wearing a high-neck ribbed black athletic crop top. A small, delicate fineline geometric tattoo is visible on her inner left forearm as she leans one shoulder against a weight rack. The setting is a sun-drenched Miami boutique gym, with floor-to-ceiling windows in the background showing blurred tropical greenery. The lighting is hard morning side-light from camera right, creating sharp highlights on her collarbones and gym-defined physique, with a warm tungsten fill from the gym's interior. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/f02-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 7.2, "reason": "Striking features: sharp jawline, intense almond eyes, full lips, and a highly toned athletic physique. Prompt match is strong, but mouth is firmly closed.", "failure_tags": [ "mouth_closed" ] }, { "persona_id": "f02", "persona_name": "Camila", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Latina woman, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a warm olive skin tone and golden undertones, possessing a powerful athletic build with broad, well-defined shoulders, a sculpted V-tapered torso, and visible muscle separation in her arms. Her face is a sharp heart-shape with high, chiseled cheekbones and a narrow chin. She has deep-set almond eyes the color of dark espresso, a straight nose with a clean bridge, and a wide mouth with a full lower lip and a defined cupid\u2019s bow. Her jet-black hair is pulled into a sleek, high ponytail, though a few damp strands cling to her neck. She is captured in a medium shot inside a bright Miami warehouse gym, leaning casually against a squat rack with a confident, cocky-warm expression. She wears a tight, moisture-wicking charcoal gray racerback crop top that highlights her toned midriff. A small, delicate black-ink sun tattoo is visible on her inner left forearm. The lighting is harsh midday sun streaming through high industrial windows from the side, creating bright highlights on her sweat-sheened skin and casting deep shadows that accentuate her muscle definition. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/f02-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: strong jawline, full lips, and intense dark eyes. Athletic physique is well-defined. Tattoo is on the upper arm rather than forearm, but overall persona match is excellent.", "failure_tags": [] }, { "persona_id": "f03", "persona_name": "Yujin", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful Korean woman, eyes looking at camera, her mouth slightly parted. She is 24 years old with a slim dancer's build, narrow shoulders, and an elegant long neck. Her skin is a warm porcelain with a dewy glass-skin finish and golden undertones. She has a narrow heart-shaped face with a soft jawline, large doe-like double-lid eyes of deep espresso-brown with sharp inner corners, and straight soft-misty eyebrows. Her nose is a small button shape with a slender bridge and her lips feature a defined cupid\u2019s bow and a fuller bottom lip. Her hair is long, center-parted, 1A pin-straight jet-black hair tucked behind one ear. She is wearing an oversized pastel lavender fleece hoodie in a cozy Seoul cafe at dusk. A tiny beauty mark is visible just below her left eye. Soft golden-hour light filters through a window from camera left, creating a warm glow across her cheek with soft blue-hour ambient light in the background. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/f03-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Three standouts: flawless dewy skin texture, large expressive doe eyes with sharp inner corners, and full, perfectly shaped lips. Matches the idol-trainee vibe perfectly.", "failure_tags": [] }, { "persona_id": "f03", "persona_name": "Yujin", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Korean woman, eyes looking at camera, her mouth slightly parted. She is in her mid-20s with a lean dancer's build, featuring a long neck and elegant, slim shoulders visible beneath her clothing. Her face is heart-shaped with soft, high cheekbones and a delicate jawline. She has large, deep espresso-colored doe eyes with distinct double-lids and sharp, defined inner corners. Her nose is straight and narrow with a dainty, rounded tip. Her mouth is a full cupid\u2019s bow with a soft natural gloss. She has straight, soft-textured eyebrows and waist-length 1A pin-straight dark charcoal hair, slightly tousled as if she just finished a long day. A tiny dark beauty mark is visible just beneath her left eye. She is wearing an oversized pastel lavender hoodie with a thick fabric texture. The scene is a Seoul convenience store at night, illuminated by cool overhead fluorescent light mixed with a warm tungsten glow from a nearby heated food display, creating a soft dewy sheen on her skin. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/f03-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Three standouts: flawless dewy skin texture, large expressive doe eyes with sharp inner corners, and full, perfectly shaped glossy lips. Very strong K-beauty aesthetic.", "failure_tags": [] }, { "persona_id": "f04", "persona_name": "Naomi", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful mixed-race Japanese-Black woman, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a heart-shaped face, high cheekbones, and deep amber-brown eyes featuring a subtle epicanthic fold and thick, dark lashes. Her nose is slightly wide with a soft, rounded bridge, and her lips are full with a defined cupid\u2019s bow. She has a short, cropped hairstyle of 3C tight corkscrew curls in a dark espresso shade, currently tucked behind one ear. A distinctive cluster of small freckles accents the bridge of her nose. She has a slim, elegant dancer\u2019s build with long collarbones and a graceful neck visible above her garment. She wears paint-stained denim dungarees over a simple charcoal gray ribbed tank top, looking like a focused Brooklyn illustrator taking a break. The scene is set in a sun-drenched industrial cafe, captured in a medium shot as she sits at a small wooden table. The lighting is overcast midday skylight diffused through a north-facing window, creating a soft, even glow with cool tones that highlight her warm mahogany skin and golden undertones. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/f04-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking mix of features: warm amber eyes, full symmetric lips, and delicate freckles over clear skin. Very attractive, natural look.", "failure_tags": [] }, { "persona_id": "f04", "persona_name": "Naomi", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Black-Japanese woman, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a slim, graceful build, featuring long elegant lines at the neck and defined collarbones. Her face is a narrow oval with high cheekbones and a sharp jawline, her eyes are deep amber-brown almond shapes with a subtle inner-corner crease, and she has a straight nose bridge ending in a soft, rounded tip. Her hair is a short, tapered crop of dense 3C corkscrew curls in a dark espresso shade. She has a distinctive small cluster of beauty marks near her left temple. She is wearing paint-stained denim overalls over a simple black tank top, sitting at a wooden table in a sun-drenched Brooklyn cafe surrounded by scattered charcoal sketches. The lighting is soft blue dusk window light filtered through a loft window, balanced by a warm golden bounce from a nearby copper lamp. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/f04-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking natural beauty. Standouts: 1) warm, expressive almond eyes, 2) full, perfectly shaped lips, 3) excellent bone structure with a delicate jawline. Matches persona perfectly with paint-stained denim and coffee shop setting.", "failure_tags": [] }, { "persona_id": "f05", "persona_name": "Anya", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful Polish woman, her eyes looking at camera, her mouth slightly parted. She is in her late 20s with a slim, elegant build, sitting in a cozy Brooklyn apartment library. She has a narrow heart-shaped face, high cheekbones, and large, slightly downturned blue-gray eyes framed by thin gold wire-rim round glasses. Her hair is honey blonde with 2B soft waves, tucked behind her ears and falling over her shoulders. She wears an oversized cream cable-knit cardigan over a pale blue high-neck blouse. Her skin is cool porcelain with a faint pink undertone and a small, distinct beauty mark just below her left eye. She has a small, slightly upturned nose and a full cupid\u2019s bow mouth with a tiny gap between her front teeth. The lighting is overcast midday skylight diffused through a nearby north-facing window, creating a soft, natural glow with gentle shadows. Stop-and-talk pose, sitting among stacks of vintage books. Visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/f05-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Above-average attractiveness. Standouts: striking blue eyes framed well by the glasses, and full, well-defined lips. Matches the librarian persona perfectly. Direct eye contact and clear mouth gap.", "failure_tags": [] }, { "persona_id": "f05", "persona_name": "Anya", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Polish woman, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a heart-shaped face and a soft, slightly pointed chin. She wears delicate gold wire-rimmed round glasses through which her hooded, pale gray-blue eyes are visible. Her nose is a small, soft button shape, and she has a tiny beauty mark just above the left corner of her mouth. Her hair is a 2B texture, soft honey-blonde waves that are messy and tucked loosely behind her ears. She has a slender, intellectual build with a long neck and narrow shoulders. She is dressed in an oversized, chunky-knit sage green cardigan over a cream high-neck lace blouse. She is standing in a narrow Brooklyn apartment hallway lined with overflowing bookshelves, captured from the chest up. The lighting is a soft afternoon glow from a nearby window, casting a warm, diffused side-light that highlights the fine wool fibers of her cardigan and the faint dusting of freckles on her nose. visible skin texture and light pores, subtle facial asymmetry, candid documentary realism, no retouching.", "image_path": "images/iteration-0007/f05-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong facial structure with defined jawline and full, symmetric lips. Fits the persona perfectly. Good eye contact and parted lips.", "failure_tags": [] } ], "aggregates": { "male_count": 36, "female_count": 10, "male_attractiveness_mean": 6.888888888888889, "male_attractiveness_stdev": 1.4294089255854008, "female_attractiveness_mean": 7.8, "female_attractiveness_stdev": 0.39999999999999997, "male_weighted_mean": 7.694444444444445, "female_weighted_mean": 8.5, "lipsync_adherence_mean": 8.956521739130435, "prompt_adherence_mean": 9.130434782608695, "failure_tag_histogram": { "generic_face": 2, "narrow_shoulders": 4, "weak_frame": 2, "boyish_when_mature_intended": 2, "wrong_age_range": 1, "eyes_averted": 1, "bad_skin": 1, "mouth_closed": 6, "awkward_expression": 3, "soft_jawline": 4, "asymmetric_eyes": 1, "styling_dominates": 2, "feminine_features_male": 2, "uncanny": 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 } }