{ "iteration": 18, "timestamp": "2026-06-03T13:42:34", "wall_clock_seconds": 113.6, "prompt_snapshot_path": "prompts/iteration-0018.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, late 20s, with a lean but defined build \u2014 sloping shoulders, visible collarbones, wiry forearms with subtle tone, the frame of someone who carries an instrument more than lifts weights. Eyes looking at camera, his mouth slightly parted. Soft medium-brown hair falling messily across his forehead and into his eyes, with a few pieces tucked behind one ear, the texture of someone who just woke up or ran his hand through it a moment ago. Deep-set dark brown eyes with a slight downturned quality, heavy-lidded and introspective, carrying the signature detail of an arresting gaze paired with dark lashes that catch the light even in low ambient brightness. Narrow oval face with a sharp jawline and prominent cheekbones, a straight nose with a slightly rounded tip, thin asymmetric lips with the top lip smaller than the bottom, a quiet half-smile that doesn't quite reach his eyes. Fine straight eyebrows, slightly overgrown and natural. Pale cool-toned skin with almost no warmth, the look of someone who spends late nights indoors. Sitting on a worn wooden stool in a dimly lit Brooklyn loft corner, late-afternoon window light coming in soft and golden from the left, catching the side of his face and neck. Wearing a loose charcoal linen button-up, half-unbuttoned at the collar, sleeves rolled to the elbows. His expression is contemplative, almost melancholic, the exact visual of someone thinking through a song lyric. Soft natural light, grainy amateur iPhone aesthetic, slight vignette from the loft's shadows, intimate and candid.", "image_path": "images/iteration-0018/m01-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, intense deep-set eyes, and excellent hair volume/texture. Nails the brooding indie musician vibe perfectly.", "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. Late 20s, lean musician's build with sloping shoulders, defined collarbones visible through an open cream linen shirt, wiry forearms, narrow waist. Soft medium-brown hair with a slight wave, falling across his forehead and partially obscuring one eye in a just-rolled-out-of-bed state. Narrow oval face with sharp cheekbones, deep-set hazel eyes with a slight downward tilt at the outer corner, pale skin with cool undertone, thin straight nose with a slightly rounded tip. Thin-lipped mouth with an understated cupid's bow and a natural asymmetry \u2014 his left corner sits slightly lower, giving the impression of a perpetual half-smile tinged with melancholy. Straight dark eyebrows with minimal arch, barely groomed. Signature: a small scar through his left eyebrow, barely noticeable but readable up close, paired with an arresting gaze that feels both distant and magnetic \u2014 the kind of eyes that suggest he's thinking about something just beyond the frame.\n\nSitting on a worn wooden window sill in a Brooklyn loft, late-afternoon golden hour light streaming across half his face, the other half in soft shadow. Faded band t-shirt underneath the open linen shirt. Barefoot, one leg extended, one bent at the knee. Quiet, introspective expression \u2014 not smiling, but present. Natural, unguarded moment. Photorealistic, shot on an old mirrorless camera, slight grain, soft focus in the background of industrial windows and exposed brick.", "image_path": "images/iteration-0018/m01-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking indie aesthetic. Sharp jawline, intense brooding eyes, and perfectly tousled hair. Nails the 'Twilight-Edward' vibe.", "failure_tags": [] }, { "persona_id": "m02", "persona_name": "Mateo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Mexican-American man, eyes looking at camera, his mouth slightly parted. Mid-20s, athletic and confident in his bearing. Broad shoulders with a defined V-taper visible through a fitted gray tank top, thick neck, upper chest mass catching the light, narrow waist creating that sharp shoulder-to-hip ratio. Warm medium-brown skin with golden undertone.\n\nFace shape is a strong rectangle with a squared jawline and high cheekbones. Deep-set warm dark-brown eyes with a slight downturned outer corner \u2014 the kind that read as knowing and effortlessly flirty even at rest. Straight thick eyebrows with a natural arch. Nose with a straight bridge and a slightly bulbous tip. Full lips with a sharp, asymmetric smile that pulls more on the left side, one dimple catching light on that cheek \u2014 the smile reads as \"I know I'm charming and I'm okay with that.\"\n\nBlack hair, thick and textured, styled back with a casual tousled finish like he just ran his hand through it; a few shorter pieces fallen forward at the temple. Light stubble across his jawline and upper lip, dark and defined.\n\nSoft golden-hour beach light, late afternoon, slightly warm and diffused. Framed from mid-chest up, relaxed posture leaning against a beach volleyball net or railing. Casual athletic wear \u2014 the tank top, maybe a thin gold chain catching the light at his collarbone. Background is soft-blurred sand and palm fronds. Candid, iPhone-shot quality, natural and unguarded despite the confidence radiating off him.", "image_path": "images/iteration-0018/m02-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong jawline and warm, symmetrical smile showing teeth. Good shoulder width and athletic build. Above average but slightly generic handsome face.", "failure_tags": [] }, { "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, athletic personal trainer with a V-tapered torso, broad shoulders that taper sharply to a narrow waist, defined upper chest and shoulders visible through a fitted gray tank top, thick neck with prominent sternocleidomastoid line, full forearms with readable muscle definition, lean and proportional rather than overdone.\n\nOval face with a sharp jawline, warm olive skin with golden undertone, deep-set dark-brown eyes with a knowing glint, straight eyebrows with a natural arch, a wide easy smile with a slight asymmetry \u2014 the left corner lifts a fraction higher, revealing a single dimple on that side. Straight-bridged nose with a slightly squared tip, fuller lower lip that catches light when he grins. Black hair, thick and straight, styled short on the sides with slightly more length on top, a deliberate tousled state like he just ran his hand through it post-workout.\n\nStanding in bright Miami beach-light, golden hour glow on his face and shoulders, shot from mid-torso up, slight angle that shows his relaxed confidence. Wearing a fitted gray tank and dark shorts, posed with one shoulder slightly dropped in a casual lean, the kind of stillness that reads ready to talk. Warm, approachable, the exact energy of someone who's comfortable in his own skin and knows you know it.", "image_path": "images/iteration-0018/m02-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong athletic frame with broad shoulders and a warm, symmetrical smile showing teeth. Above average, but lacks the undeniable striking features for 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. Late 20s, tall and lean with a long-limbed swimmer's build\u2014narrow shoulders with elegant posture, defined collarbones visible beneath an open cream linen shirt layered under a soft charcoal cardigan, slim wrists with faint ink stains across his fingers and the edge of his left hand.\n\nSoft monolid eyes with a subtle inner-corner crease, warm deep-brown iris with an almost black outer ring, gaze calm and present. Straight dark brows, sparse and minimal, with a small natural notch through the left one. Small upturned nose with a soft rounded tip and defined columella. Thin top lip over a fuller bottom lip, natural pale mauve tone, a barely-there cupid's bow\u2014the signature: a small visible gap between his two front teeth visible on his half-parted expression, lending an artisan's gentleness to his face.\n\nCool-toned porcelain skin with a matte finish. Straight jet-black hair, textured with a slight bedhead quality, falling just past the ears with a center part and a specific cowlick curling across his left brow\u2014damp roots visible at the nape as if he just showered. Soft lighting from a window to his left, casting a subtle shadow across his right cheekbone.\n\nSitting at the edge of a wooden desk in a sunlit studio apartment, cardigan draped open, one hand resting near a half-finished ink sketch, the other hand at his lap. Afternoon light filtering through linen curtains, warm and diffused. Peaceful, introspective, utterly candid\u2014the moment before he looks back down at his work.", "image_path": "images/iteration-0018/m03-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong, clean jawline and expressive, soft monolid eyes. Very handsome but leans a bit generic K-drama lead rather than uniquely striking.", "failure_tags": [ "generic_face" ] }, { "persona_id": "m03", "persona_name": "Jiwon", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. Late 20s, tall and lean with an elongated frame\u2014narrow shoulders with elegant negative space, defined collarbones visible under an open cream linen shirt, long wiry forearms with faint ink stains across the fingers and knuckles. Soft monolid eyes with a subtle inner-corner crease, warm deep-brown irises, looking directly ahead with a calm, slightly unfocused gaze. Straight brows, sparse and naturally groomed. Long oval face with high cheekbones, a narrow bridge, and a small pointed nose with a soft tip. Thin lips with a barely-there cupid's bow, naturally pale\u2014the signature feature is an asymmetric quality to his mouth, one corner lifting slightly higher on his half-parted expression, creating an understated, contemplative look. Soft black hair, shoulder-length and slightly tousled with a center part, a few pieces falling forward near his face with a just-woke-up texture. Wearing a caramel-brown oversized cardigan layered over the linen shirt, sitting at a wooden drafting table by a window in afternoon golden-hour light, surrounded by scattered ink jars and sketch papers. Soft window-light catching the ink stains on his hands, creating gentle shadows across his face. Amateur iPhone photograph, warm and intimate, natural skin tone with cool undertones, slight grain from window-side ambient light. Quiet, thoughtful energy\u2014the stillness of someone mid-creative moment.", "image_path": "images/iteration-0018/m03-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 8, "weighted_score": 8.4, "reason": "Striking features: sharp jawline, intense monolid eyes, and great hair volume. Nails the quiet artist vibe perfectly. Mouth is slightly parted.", "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. Early 30s, deep rich mahogany skin with warm undertone. Strong V-tapered torso with broad shoulders and defined upper chest visible through a fitted black dress shirt, thick neck with prominent sternocleidomastoid line, full defined forearms with visible tattoo sleeves in dark ink\u2014geometric patterns and script fragments suggesting philosophy or literature. Narrow waist relative to shoulders, athletic build earned from years behind a bar, not a gym.\n\nOblong face with a sharp jawline, high cheekbones, and a mature intensity. Deep-set almond eyes with a warm brown-amber tone and a steady, attentive gaze\u2014the kind that reads as genuinely listening. Straight nose with a defined bridge and rounded tip. Full lips with a natural asymmetric quality\u2014the left side of his smile pulls slightly higher, creating a single dimple on that side that softens his otherwise sharp-featured face. This asymmetric smile is his signature: it's disarming, slightly knowing, exactly the expression that makes a regular feel remembered.\n\nLow fade haircut, cleanly lined with a slight natural texture on top, precisely groomed. Dark eyebrows, straight and medium-thick, angled slightly inward toward the bridge. \n\nWaist-up framing, leaning against the bar counter with one forearm resting near a philosophy paperback (the spine just visible), casual but composed. Soft warm lighting from the bar's amber glass fixtures, natural and intimate, late evening. Slight five o'clock shadow along the jawline. The expression is calm, present, and open\u2014the posture of someone who has heard a thousand stories and is ready to hear one more.\n\nPhotorealistic, amateur iPhone shot, candid moment between service.", "image_path": "images/iteration-0018/m04-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking presence. Sharp jawline, intense direct eye contact, and broad shoulders tapering well. Hits the top 15% easily.", "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. Early 30s, Marcus has a lean but defined build with sloping shoulders, defined collarbones, and visible forearm musculature\u2014the physique of someone who moves deliberately rather than lifts heavy. Rich deep-mahogany skin with warm neutral undertone.\n\nFace: oblong with a sharp jawline, deep-set almond eyes in a warm dark-brown shade with an olive cast, hooded lids that give him a thoughtful air. Straight nose with a refined bridge and slightly rounded tip. Full lower lip with a thinner upper lip, slightly asymmetric smile that pulls more on the left. Thick dark eyebrows with a natural arch, minimal grooming. Dark closely-cropped hair, freshly shaped, with a precise fade on the sides.\n\nSignature feature: a thin vertical scar running through the left eyebrow\u2014healed, barely visible, the kind of detail that reads as lived-in rather than dramatic.\n\nMedium shot, waist-up framing. He's leaning against the edge of a dark wood bar counter, a worn paperback philosophy book\u2014Sartre or Camus\u2014sitting on the bar near his hand. Crisp black fitted dress shirt with the sleeves rolled to mid-forearm, revealing intricate geometric tattoo work on one forearm catching the soft amber glow of hotel bar lighting. Warm tungsten light from overhead, soft shadows defining his features, no flash. Moment feels like a natural pause between drink orders\u2014calm, present, the kind of person you'd trust to remember your order six months later. Candid, not posed.", "image_path": "images/iteration-0018/m04-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 8, "weighted_score": 8.4, "reason": "Strong jawline, intense direct eye contact, and broad shoulders tapering well. Very handsome, top 15% easily. Mouth is slightly parted.", "failure_tags": [] }, { "persona_id": "m05", "persona_name": "Dario", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Italian-American man, eyes looking at camera, his mouth slightly parted. Late 20s, lean but defined build with sloping shoulders and visible collarbones, the kind of wiry strength that comes from years of balance and movement rather than the gym\u2014a skater's frame.\n\nFace shape is narrow oval with a sharp jawline softened by a disarming boyish quality; wide-set dark brown eyes with a warm undertone, slightly downturned at the outer corners, giving an almost vulnerable openness despite the aesthetic. Straight eyebrows, naturally thick and barely groomed. Small straight nose with a rounded tip. Full lips with an undefined edge, asymmetric smile that tilts slightly higher on the left, the signature feature\u2014a genuine half-smile that reads as genuinely sweet against the rest of the image, barely-there dimple on that left side visible even in repose.\n\nGrungy soft dark brown hair, shoulder-length with a slight wave and bedhead texture, a few pieces falling across his forehead and one cowlick catching the late-afternoon light. Skin tone warm olive with golden undertone.\n\nHalf-sleeve tattoo on one visible arm\u2014black ink, geometric or abstract linework, readable but not the focal point. Wearing a faded vintage band tee (Black Sabbath or similar, worn soft), ripped light-wash jeans with strategic tears at the thigh and knee. No shoes visible. Sitting casually on a concrete ledge at a Brooklyn skate park during golden hour, late afternoon sun warm and low, casting soft shadows across his face and body. His posture is relaxed but attentive, the way someone sits when they're about to push off\u2014present, grounded, natural. Soft natural light, slight grain, iPhone-shot amateur feel.", "image_path": "images/iteration-0018/m05-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and warm, symmetrical smile. Fits the skater aesthetic well, but frame is a bit narrow.", "failure_tags": [ "narrow_shoulders" ] }, { "persona_id": "m05", "persona_name": "Dario", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Italian-American man, eyes looking at camera, his mouth slightly parted. Late 20s, lean skater's build with defined shoulders and wiry forearms, the kind of frame that comes from years on concrete rather than a gym\u2014narrow waist, visible collarbones, subtle muscle tone through a faded black band tee worn soft at the collar. Warm olive skin with golden undertone, catching late-afternoon light.\n\nFace shape narrow oval with a sharp jawline and a slightly pointed chin. Deep-set dark brown eyes with a warm amber cast, wide-set and framed by naturally long lashes. Straight nose with a slightly rounded tip, small scar on the bridge from a childhood fall. Lips full and asymmetric\u2014a softer top lip over a more defined bottom, with a disarming half-smile that pulls slightly higher on the left, revealing an unpretentious sweetness that contradicts the bad-boy vibe. Eyebrows straight and thick, barely groomed, with one small natural notch through the left brow that gives the face subtle character.\n\nDark brown hair, 2B loose waves, shoulder-length and visibly slept-on\u2014a piece falling across his forehead, roots slightly darker than the sun-lightened ends. Half-sleeve tattoos down his right arm (geometric patterns, line work, a few symbols), visible at the wrist and bicep beneath the tee.\n\nRipped light-blue denim, fraying at the thighs, worn white sneakers with scuffed leather. Sitting on the edge of a concrete bench at a nearly-empty skate park, golden hour light skimming low across the asphalt behind him, creating a soft glow at the edges. Casual, stop-and-talk posture\u2014not performing, just pausing mid-day. Slight ambient dust catching the light, no filter, real afternoon in Brooklyn.", "image_path": "images/iteration-0018/m05-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 8.2, "reason": "Thick wavy hair, strong jawline, and warm amber 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. 35 years old with early silver threading at the temples, warm olive skin with golden undertone. Strong V-tapered build with broad shoulders and defined upper chest visible through an unbuttoned charcoal dress shirt, thick neck with prominent sternocleidomastoid line, narrow waist, full forearms.\n\nFace: angular oblong with a sharp jawline and high cheekbones, close-set deep-set eyes with a hooded upper lid, dark brown eyes with an almost black cast and an intense steady gaze, straight nose with a slightly squared tip, thin top lip over a fuller defined bottom lip with a sharp cupid's bow, dark thick eyebrows with a natural slight arch and minimal grooming. Signature feature: a thin white scar running vertically through the left eyebrow, interrupting the arch slightly but sharpening the penetrating gaze rather than softening it.\n\nDark hair with natural silver streaking at both temples and scattered through the sides, thick and swept back, freshly groomed but not fussy. Light stubble across the jaw and upper lip, maybe 12 hours of growth.\n\nChest-up framing, slight three-quarter angle turned toward camera, seated at a window overlooking Chicago skyline at dusk, soft golden hour light catching the silver at his temples and the texture of his stubble. Candid still-life feel \u2014 the kind of quiet confidence that reads as someone comfortable in his own skin and in control of a room. Natural light, no retouching visible, photograph shot on iPhone.", "image_path": "images/iteration-0018/m06-seed1.png", "attractiveness": 5, "prompt_adherence": 4, "lipsync_adherence": 5, "weighted_score": 4.8, "reason": "Looks much younger than 35, missing the charcoal suit (wearing a casual henley), and eyes are averted rather than making confident eye contact. Face is decent but generic AI look with a weird artifact on the eyebrow.", "failure_tags": [ "wrong_age_range", "eyes_averted", "generic_face", "boyish_when_mature_intended" ] }, { "persona_id": "m06", "persona_name": "Adrian", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Mediterranean man, eyes looking at camera, his mouth slightly parted. 35 years old with early silver threading at the temples and sideburns, warm olive skin with golden undertone. Broad V-tapered shoulders filling a charcoal wool suit, unbuttoned at the collar to show a crisp white dress shirt and defined sternocleidomastoid line; thick neck, full forearms visible at the wrists. Narrow oval face with a sharp, defined jawline, deep-set dark-brown eyes with a slight downturned outer corner and heavy lashes that give an intense, protective gaze. Straight strong nose with a refined bridge and squared tip. Full asymmetric mouth with a sharper cupid's bow and a slight natural scar through the left corner of his upper lip\u2014barely visible but readable on close inspection, adding gravitas without softness. Thick straight brows with a small natural notch through the left, one peak lifting slightly higher, framing the intensity of his eyes. Dark thick hair, freshly combed back with a few pieces falling loose at the temple where the silver catches the light. Sitting at a glass desk in a high-rise corner office overlooking Lake Michigan at late afternoon, soft golden hour light crossing his face from the left, his posture relaxed but commanding, one hand resting on the desk edge. Photorealistic, intimate medium shot, natural film grain, zero retouching.", "image_path": "images/iteration-0018/m06-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 6.6000000000000005, "reason": "Strong jawline and intense, deep-set brown eyes give him a commanding presence. However, the mouth is firmly closed, failing the lipsync requirement.", "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. Mid-20s with an open, guileless expression and golden-retriever warmth radiating from his face. Soft oval face with a rounded jawline, large warm dark-brown eyes with a slight downturn at the outer corner and thick lashes that give an earnest, approachable quality. Small straight nose with a soft rounded tip. Full lips with a natural cupid's bow, the expression candid and gentle. Dark hair with a slight natural tousle \u2014 longer on top with a few pieces falling across his forehead, shorter textured sides, the kind of effortless bedhead that reads as just-woke-up sweetness rather than styled. Straight dark eyebrows, slightly thick and naturally groomed. Fair warm skin with a neutral undertone. Lean swimmer's build visible through an oversized cream-colored knit sweater that hangs softly off his shoulders, showing a sliver of his collarbones and emphasizing his graceful frame. Seated in a bright Tokyo cafe, natural window light catching his face, a ceramic mug and open book softly out of focus on the table in front of him. The photo has the tender, unguarded quality of a candid shot \u2014 warm, inviting, the kind of face that makes you want to sit down and talk for hours.", "image_path": "images/iteration-0018/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 eyes, clear skin, and a very symmetrical, gentle face shape. A bit too boyish for my personal taste to go higher, but undeniably attractive for the archetype.", "failure_tags": [] }, { "persona_id": "m07", "persona_name": "Haruki", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Japanese man, eyes looking at camera, his mouth slightly parted. Mid-20s with a lean but defined swimmer's build, warm porcelain skin with a subtle cool undertone. Soft oval face with a rounded jawline and high cheekbones, large warm dark-brown eyes with a slight downturned quality and thick natural lashes that catch the light \u2014 the signature feature is those expressive, almost puppy-like eyes paired with an open, genuinely warm half-smile that reads instantly approachable. Straight nose with a soft rounded tip, small bow-shaped mouth with a fuller bottom lip, barely-there eyebrows with a natural arch. Black hair with a slight textured wave, tousled and falling casually across his forehead with a small cowlick catching the light, as if he just ran a hand through it. Sitting in a sunlit Tokyo cafe by a large window, soft golden afternoon light spilling across his face and shoulders. Wearing an oversized cream-colored knit sweater that drapes loosely, sleeves rolled slightly, revealing his collarbones and wrists. Relaxed, natural posture \u2014 the kind of moment before he starts talking, open and present. Soft bokeh of out-of-focus cafe interior and warm wooden tables in the background. Amateur iPhone photograph, warm color grading, gentle shadows, candid and intimate without being posed.", "image_path": "images/iteration-0018/m07-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong prompt match. Above average attractiveness due to clear skin and warm, expressive eyes, but frame is a bit narrow and boyish, lacking mature masculine presence.", "failure_tags": [ "narrow_shoulders", "boyish_when_mature_intended" ] }, { "persona_id": "m08", "persona_name": "Renan", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Brazilian man, late 20s, with a lean muscular build and broad shoulders tapering to a narrow waist, defined upper chest visible through a black fitted tank top, thick neck with prominent sternocleidomastoid line, strong forearms. Eyes looking at camera, his mouth slightly parted. Sharp angular face with a narrow oval structure and a prominent squared jawline, deep-set dark-brown eyes with an intensity that softens when he smiles, a straight strong nose with a defined bridge, thin-lipped but warm asymmetric smile with a single dimple on the left side that contradicts the fighter's hardened exterior. Dark thick eyebrows with a slight natural arch. Short dark hair, neat but slightly tousled from training. His left ear shows the telltale cauliflower deformation from years of jiu-jitsu grappling\u2014a signature mark of his sport worn without vanity. Warm olive skin with a neutral undertone, light perspiration on his forehead and collarbone suggesting fresh cooldown from the gym. Shot from mid-chest up, slight three-quarter angle, standing in a professional fight gym with heavy bags and matting visible soft-focused behind him, natural diffused window light catching the planes of his face and shoulders, candid iPhone-photography aesthetic with soft shadows, authentic gym environment, no artifice.", "image_path": "images/iteration-0018/m08-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 6.0, "reason": "Solid athletic frame and warm smile, but facial features are slightly asymmetric and lack standout definition. Mouth is completely closed.", "failure_tags": [ "mouth_closed", "asymmetric_eyes" ] }, { "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, with a wiry fighter's build \u2014 broad shoulders tapering to a narrow waist, defined upper chest visible through a fitted black tank, thick neck and sternocleidomastoid line carved from years of grappling, full forearms with visible vascularity. Eyes looking at camera, his mouth slightly parted. Warm dark-brown eyes with a soft, disarming quality that contradicts his scarred knuckles and cauliflower ear on the left side \u2014 a stark mark of his sport. Sharp jawline, angular face with high cheekbones and a narrow oval structure. His signature feature: a surprisingly gentle, asymmetric smile that pulls slightly more on the right, softening an otherwise hard-edged face and revealing the unexpected warmth beneath the fighter's exterior. Straight black hair, freshly cut short and neat, small natural notch through the left eyebrow. Dark stubble across his jaw. He's standing in a fight gym, late afternoon golden light streaming through high windows, concrete and heavy bags blurred in the background. Casual, candid posture \u2014 not posed, just caught mid-moment in his element. Amateur iPhone photo, soft natural light, slight film grain, photorealistic.", "image_path": "images/iteration-0018/m08-seed2.png", "attractiveness": 5, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 5.4, "reason": "Solid frame and fits the MMA persona well, but the face is fairly average with slightly asymmetric eyes and bad skin texture. Mouth is completely closed.", "failure_tags": [ "mouth_closed", "asymmetric_eyes", "bad_skin" ] }, { "persona_id": "m09", "persona_name": "Wyatt", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome white man, eyes looking at camera, his mouth slightly parted. Early 30s, sun-weathered ranch hand with a lean V-tapered build\u2014broad shoulders filling out a faded red plaid flannel, thick neck and defined sternocleidomastoid catching the light, narrow waist. Deep tan with warm undertone, creases around the eyes from squinting in bright sun.\n\nFace shape long and angular with a sharp jawline. Deep-set eyes, narrow and slightly hooded, pale gray-blue with a darker outer ring\u2014the kind that read skeptical and measuring. Straight nose with a high bridge and tapered tip. Thin-lipped mouth with an uneven quality, fuller bottom lip. Dark blond stubble covering the jaw and upper lip, slightly coarse texture. Light brown eyebrows, straight and thick with minimal grooming, one brow sitting fractionally higher than the other, giving a permanent skeptical tilt.\n\nHair dirty blond, wavy and slightly too long at the collar, unstyled and swept back by wind or habit\u2014a few pieces falling forward across his forehead. Weathered cowboy hat casting a shadow across the upper portion of his face, the brim cutting just above his eyes so the pale stare reads clear underneath.\n\nSignature feature: a thin, barely-visible scar running about an inch along the left side of his upper lip, the kind that comes from ranch work or old fights, barely readable but shifts the asymmetry of his mouth into something harder and less approachable.\n\nSitting on weathered fence rail or truck tailgate, forearms resting on thighs, the flannel unbuttoned one button at the collar. Overcast Montana afternoon light, golden hour drifting in. Candid, still, ready to talk.", "image_path": "images/iteration-0018/m09-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Strong jawline, intense blue eyes, and broad shoulders give him undeniable presence. Nails the rugged ranch hand aesthetic perfectly.", "failure_tags": [] }, { "persona_id": "m09", "persona_name": "Wyatt", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome white man, eyes looking at camera, his mouth slightly parted. Early 30s, weathered sun-tan with a warm copper undertone, strong jawline softened by dark stubble. Broad V-tapered shoulders filling a faded burgundy flannel shirt with the sleeves rolled to the elbows, revealing forearms corded from ranch work. Thick neck and defined sternocleidomastoid line. Short dark-brown hair, slightly tousled and sun-lightened at the tips. Narrow oval face with a sharp, angular jaw, deep-set hooded eyes with a slight downturned outer corner\u2014pale gray-blue with a darker ring. Straight nose with a slightly prominent bridge. Full lower lip, thinner top lip, asymmetric smile that pulls slightly to one side. Dark, straight brows with a natural thickness, one brow slightly lower than the other from years of squinting in the sun. The signature detail: a thin scar cutting through the left eyebrow at a slight angle, pale against his tan, from an old ranch accident\u2014it lifts the brow slightly on that side, giving his gaze a permanent watchful intensity. Wearing a worn cowboy hat pulled low, shadow falling across his eyes but face still clearly visible. Standing in golden late-afternoon ranch light, a weathered wooden fence post visible behind him, dust motes catching the sun. Candid, still, ready to talk\u2014the stance of someone who's spent decades in the saddle.", "image_path": "images/iteration-0018/m09-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, intense blue eyes, and rugged sun-weathered skin texture. Hits the Rip Wheeler vibe perfectly. Broad shoulders and masculine frame.", "failure_tags": [] }, { "persona_id": "m10", "persona_name": "Aarav", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Indian man, eyes looking at camera, his mouth slightly parted. Late 20s, lean swimmer's build with defined collarbones and a wiry upper body that reads athletic without bulk\u2014the kind of frame that comes from running and climbing rather than gym sessions. Warm medium-brown skin with a subtle golden undertone. Narrow oval face with a sharp jawline, deep-set warm dark-brown eyes with an intelligent intensity, straight nose with a refined bridge, thin upper lip over a fuller lower lip with a slight asymmetric tilt to the left side of his smile\u2014a signature detail that suggests curiosity and self-awareness. Black hair, thick and slightly tousled as if he just ran his hand through it, a few pieces falling forward across his brow. Wire-rimmed glasses pushed up onto the crown of his head, ready to slip back down. Light stubble along the jawline. Fitted sage-green henley hugging his lean shoulders and chest, sleeves rolled to the elbows revealing defined forearms. Sitting at a wooden library table in the golden-hour sunlight streaming through tall windows, surrounded by stacked books and open pages, his posture slightly forward\u2014engaged, mid-thought. Soft warm light catching the side of his face and the fine hairs on his forearms. Candid, natural, the moment before he looks back down at his notes. Medium close-up framing, shot from a slight low angle that emphasizes his presence while keeping the library setting visible behind him.", "image_path": "images/iteration-0018/m10-seed1.png", "attractiveness": 6, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 7.199999999999999, "reason": "Nice eyes and good hair volume, but the frame is quite narrow and boyish rather than the 'ripped' build requested. Glasses are on his head, not pushed up his nose.", "failure_tags": [ "narrow_shoulders", "boyish_when_mature_intended", "weak_frame" ] }, { "persona_id": "m10", "persona_name": "Aarav", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Indian man, eyes looking at camera, his mouth slightly parted. Late 20s, lean swimmer's build with defined shoulders and a narrow waist, broad enough across the chest to read mature, long elegant lines through the upper body. Warm deep-brown eyes with a slight downturned set, expressive and intelligent. Narrow oval face with a sharp defined jawline, high cheekbones, and a subtle precision to his features\u2014the kind of face that rewards close attention. Straight bridge nose with a refined tip, thin upper lip over a fuller lower lip, small well-proportioned mouth. Straight thick eyebrows with a natural slight arch. Dark hair with a slight wave, shoulder-length or just past, one side tucked back casually, a few strands falling across his forehead. Wire-frame glasses pushed up onto his hair, sitting just above his brow line. Fitted charcoal henley hugging his lean athletic frame, sleeves rolled to the elbows showing defined forearms. Soft golden-hour library light catching one side of his face, warm and diffuse. Seated at a library table with open books in soft focus behind him, natural wooden surfaces, late afternoon glow through tall windows in the deep background. His expression is calm, focused, approachable\u2014the exact moment before he looks up from reading. Photorealistic, amateur iPhone-style framing, soft warm color palette, candid and intimate.", "image_path": "images/iteration-0018/m10-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong jawline and intense, deep-set dark eyes give him a striking look. The thick, slightly messy hair adds character, but the overall frame feels a bit narrow, keeping him from an 8.", "failure_tags": [] }, { "persona_id": "m11", "persona_name": "Yanis", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome French-Algerian man, eyes looking at camera, his mouth slightly parted. Early 30s, sharp-featured and magnetic, with a V-tapered athletic build from years of kitchen intensity \u2014 broad shoulders, defined upper chest visible through rolled white chef's jacket, thick neck, defined forearms marked with dark ink tattoos. Warm olive skin with golden undertone.\n\nNarrow oval face, sharp high cheekbones, strong squared jawline softened by day-old dark stubble. Deep-set dark brown eyes with an almost black cast, narrow almond shape, slightly downturned at the outer corner \u2014 the kind of eyes that read as focused and unreadable. Straight eyebrows, thick and mostly natural, sitting low over the eyes. Small straight nose with a defined bridge and slightly squared tip. Thin top lip over a fuller bottom, asymmetric half-smile that pulls slightly more on the left, showing the edge of a single dimple. Black hair, 1A pin-straight with natural texture, dark and tousled as if he's run his hand through it mid-service, a few pieces falling across the brow.\n\nSignature feature: the downturned almond eyes paired with that asymmetric half-smile \u2014 a smoldering contrast that reads as controlled intensity, like he's mid-thought while tasting something.\n\nSeated or standing in a Marseille kitchen, warm tasting-menu lighting casting defined shadows across his face and forearms, the kitchen blurred behind him. White chef's jacket with sleeves rolled to mid-forearm, tattoos visible. Natural, stop-and-talk moment \u2014 the look of someone pausing mid-focus, utterly present.", "image_path": "images/iteration-0018/m11-seed1.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 3, "weighted_score": 6.4, "reason": "Strong jawline and intense dark eyes stand out, but the mouth is firmly closed. Missing the requested forearm tattoos.", "failure_tags": [ "mouth_closed" ] }, { "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 sharp angular face and defined jawline softened by day-old dark stubble. Eyes looking at camera, his mouth slightly parted. Narrow oval face with deep-set dark brown eyes\u2014intense and focused, sharp enough to cut\u2014set close together with a slight downward tilt that gives an arresting, almost brooding intensity. Straight strong nose with a defined bridge and sharp tip. Thin-lipped mouth with a sharp cupid's bow and natural asymmetry\u2014one corner sits slightly higher, lending a half-smirk quality even at rest. Dark thick brows, naturally groomed with a slight arch. Warm medium-brown skin with olive undertones and a subtle golden cast. Dark hair, slicked back slightly from the brow with a few loose strands falling across the forehead\u2014recently wet from steam in the kitchen, texture appearing almost pin-straight with a faint wave underneath.\n\nV-tapered build visible from the chest up: broad shoulders filling the chef whites, defined upper chest visible where the unbuttoned collar opens, thick sternocleidomastoid line in the neck. Both forearms visible, tanned and corded with muscle, sleeves rolled to the elbows revealing intricate geometric black tattoos wrapping around the inner wrist and creeping up toward the biceps. Lean but powerful waist relative to shoulder width.\n\nDressed in white chef whites, collar unbuttoned low enough to catch chest definition, sleeves rolled to show the ink. Kitchen ambient lighting\u2014warm tungsten and cooler task lights creating a moody interplay of shadow and highlight across the face, particularly raking light catching the jawline and the texture of the stubble. Standing in a tasting-menu kitchen\u2014slightly turned toward camera but open, shoulders relaxed despite the intensity of the gaze. The expression reads as a brief pause mid-focus, catching his eye for a moment before he returns to his work. Soft natural depth of field, shot from the chest up, slight warmth and grain consistent with an iPhone snapshot taken in restaurant lighting, not posed.", "image_path": "images/iteration-0018/m11-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 7.6000000000000005, "reason": "Strong jawline and intense, deep-set eyes give him a rugged appeal. The wet hair look is a bit much, but the overall smoldering chef vibe works well.", "failure_tags": [] }, { "persona_id": "m12", "persona_name": "Seojun", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. Early 30s, with a sharp angular face\u2014high prominent cheekbones, a defined squared jawline, and a narrow oblong face shape that reads austere. Deep-set eyes with a slight downturned tilt, dark brown almost black with an icy intensity, thin arched brows with minimal grooming. Straight bridge nose with a sharp tip, thin lips with a sharp cupid's bow and an asymmetric quality\u2014the left corner pulls slightly higher, suggesting a restrained half-smile. Jet-black hair, freshly styled with a precise side part and a subtle wet-look finish, one front piece falling across the left brow at a deliberate angle.\n\nV-tapered build evident even seated\u2014broad shoulders filling the navy suit jacket, defined upper chest visible through the crisp white dress shirt, thick neck and sharp sternocleidomastoid line, tailored jacket hugging a lean waist. Cool porcelain skin with a neutral undertone, pale and unmarked.\n\nSeated at a glass desk in a minimalist Seoul office, floor-to-ceiling windows behind him framing a blurred cityscape and soft overcast daylight. He's leaning back slightly in a leather chair, one hand resting on the desk edge, the tailored navy blazer immaculate, white shirt unbuttoned at the collar. The lighting is soft and even, casting minimal shadow across his face. The expression is reserved, magnetic\u2014the half-smile reads as controlled, not warm. Photorealistic, amateur candid framing, slight imperfection in the angle that makes it feel like a stolen moment mid-workday rather than a posed shot.", "image_path": "images/iteration-0018/m12-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 8, "weighted_score": 7.800000000000001, "reason": "Strong K-drama CEO aesthetic. Standouts: sharp jawline, intense direct eye contact. Mouth is only very slightly parted, borderline for lipsync.", "failure_tags": [] }, { "persona_id": "m12", "persona_name": "Seojun", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. Early 30s, sharp-featured with a narrow oval face, high prominent cheekbones, and a strong angular jawline. Deep-set almond eyes with a slight downward tilt, dark brown nearly black irises with an icy intensity. Straight nose with a high bridge and refined tip. Thin top lip over a fuller bottom, naturally pale lips with a sharp cupid's bow. Dark eyebrows, naturally straight and thick with a subtle high arch. Black hair, sleek and styled back with precision, a single strand falling across his left temple.\n\nLean but defined build with a V-tapered torso \u2014 broad shoulders visible through the crisp navy suit, defined collarbones, narrow waist. Thick neck with a visible sternocleidomastoid line. Wearing a perfectly tailored navy suit, white dress shirt unbuttoned at the collar, no tie. Reserved expression, slight tension in the jawline suggesting controlled confidence.\n\nSeated or standing at a low angle in a modern high-rise office, floor-to-ceiling windows behind him overlooking Seoul's skyline, soft afternoon light catching the side of his face and throwing a sharp shadow across one cheekbone. The signature elevating detail: a faint scar through the left eyebrow, just a thin line barely visible, giving his otherwise pristine face a single point of lived edge. Candid, not posed \u2014 the kind of frame someone would catch mid-thought. Soft natural window light, no studio touch, photorealistic.", "image_path": "images/iteration-0018/m12-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong K-drama CEO vibe. Sharp jawline and intense, focused eye contact elevate him above average, though the slightly stiff posture keeps him from an 8.", "failure_tags": [] }, { "persona_id": "m13", "persona_name": "Finn", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Australian man, eyes looking at camera, his mouth slightly parted. Late 20s, lean swimmer's build with sloping shoulders, defined collarbones, and athletic but unhulky upper body. Sun-bleached blonde hair with salt-lightened ends, tousled and still slightly damp from the ocean, falling across his forehead with a few pieces darkened at the roots. Warm honey-brown eyes with crinkles at the corners from years of squinting into sun and water, slightly downturned at the outer edge, deep-set and sun-lit. Strong nose with a straight bridge and slightly rounded tip, weathered-looking. Wide mouth with an asymmetric smile that pulls more on the left, showing genuine warmth\u2014the kind of smile that reaches his eyes. Salt-bleached stubble shadowing his jawline. Tan, salt-skin tone with a golden-bronze undertone, sun-kissed and lightly weathered, a few faint freckles scattered across his nose and cheekbones. Standing on wet sand at golden-hour sunrise, ocean and pastel sky behind him, in a casual half-wet boardshort and a thin linen shirt unbuttoned and draped open over his shoulders. Soft natural beach light, amateur iPhone snapshot feel, candid and unhurried. Photorealistic.", "image_path": "images/iteration-0018/m13-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, warm symmetrical smile showing teeth, and a lean, defined swimmer's build. Hits 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 sloping shoulders, defined collarbones, and athletic upper body\u2014the physique of someone who surfs daily rather than lifts. Sun-bleached blonde hair with darker roots showing through, textured and salt-stiffened from an early morning in the ocean, falling across his forehead in a slightly tousled state. Warm honey-brown eyes with pronounced laugh lines at the corners, crinkled at the edges from years of squinting into the sun. Straight nose with a sun-weathered bridge, slightly rounded tip. Wide, asymmetric smile that pulls more on the left side, showing a single deep dimple. Tan line visible at the neck where a wetsuit sits. Salt-and-sun-weathered skin with a golden-bronze tan and a light salt-spray sheen still clinging to his face and exposed shoulders. Straight, thick blonde eyebrows with a natural gap, sun-bleached lighter at the tips. Wearing a faded navy rashguard or lightweight linen shirt, partially unbuttoned, collar framing his sun-darkened neck and shoulders. Standing on a quiet beach at sunrise, golden hour light hitting his face from the side, wet sand visible underfoot, soft ocean blur in the background. The expression is easy and genuine\u2014a man who just came out of the water and is perfectly at home there. iPhone-shot candid, soft warm light, slight grain, natural and unpolished.", "image_path": "images/iteration-0018/m13-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Good prompt match with the sun-bleached hair and beach setting. Attractiveness is slightly above average; he has nice eyes, but the skin texture is overly weathered/leathery for late-20s, making him look older.", "failure_tags": [ "wrong_age_range", "bad_skin" ] }, { "persona_id": "m14", "persona_name": "Cyrus", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Iranian-British man, eyes looking at camera, his mouth slightly parted. Late 20s, sharp-featured with a narrow oval face, deep-set dark eyes with an almost black iris and a slight olive undertone, thin arched eyebrows that sit high and dramatic. Straight bridge nose with a defined tip, full lips with a sharply cut cupid's bow and a naturally asymmetric smile that pulls harder on the left side, showing a single dimple. His signature feature: an arresting intensity in his gaze paired with thick dark lashes that catch the light, amplifying the smugness of his expression.\n\nV-tapered athletic build with broad shoulders, defined upper chest visible through an expensive charcoal designer leather jacket worn unbuttoned and deliberately careless, thick neck with visible sternocleidomastoid line, full forearms. Dark slicked-back hair with a wet-look shine, a few pieces falling loose across his forehead in defiance of the style, warm mahogany-brown skin with a subtle golden undertone.\n\nChest-up framing, leaning slightly forward with the bratty entitled smirk locked in place\u2014the kind of expression that reads as mockery but somehow magnetic. Soft ambient light from a Mayfair private member's club or high-end bar behind him, slightly warm tungsten glow catching the leather jacket. Candid iPhone aesthetic, no studio polish, shot in the moment before he'd turn away or say something cutting. Not quite a full smile, the parted-mouth expression hovering between amusement and challenge.", "image_path": "images/iteration-0018/m14-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and intense, dark eyes give him a striking look. The smirk fits the persona perfectly, though the overall vibe leans a bit too heavily on the styling.", "failure_tags": [] }, { "persona_id": "m14", "persona_name": "Cyrus", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Iranian-British man, eyes looking at camera, his mouth slightly parted. Late 20s, sharp-featured with an angular face\u2014high prominent cheekbones, a strong squared jawline, and close-set dark eyes with a penetrating stare framed by thick dark lashes. His nose is straight with a refined bridge and a sharp tip. Thin lips with a natural asymmetric curve, the left corner of his mouth tilted slightly higher in a half-smirk that reads as effortlessly arrogant. Thick, straight black eyebrows with a slight natural notch through the left one, angled downward in an expression of casual disdain.\n\nDark slicked-back hair, jet-black with a wet-gel finish and a precise side part, a few pieces falling loose across his forehead in deliberate carelessness. Warm olive skin with a golden undertone, the kind that reads London-tanned. Strong V-tapered build visible through an open black designer leather jacket worn unbuttoned over a fitted black silk shirt\u2014broad shoulders, defined upper chest, thick neck with visible sternocleidomastoid line, narrow waist emphasizing the frame.\n\nSeated in a dimly lit Mayfair lounge, warm amber accent lighting catching the side of his face and gleaming off the leather jacket. Slight tilt of his head, confident and dismissive. The smirk is the signature\u2014sharp, lopsided, with teeth just barely visible on the upper left, the kind that reads as knowing he's winning. Soft candlelit ambient light, slight shadow under the cheekbones deepening their cut. Late evening, effortless luxury, the mood of a man who's never had to try.", "image_path": "images/iteration-0018/m14-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: sharp jawline, intense deep-set eyes, and thick dark brows. Nails the arrogant persona perfectly.", "failure_tags": [] }, { "persona_id": "m15", "persona_name": "Devon", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted. Early 30s, Devon is a Chicago firefighter with a broad V-tapered torso, defined upper chest and shoulders visible under a navy station tee, thick neck with a pronounced sternocleidomastoid line, and strong forearms. His face is a strong oblong with a prominent squared jawline and high cheekbones, warm deep-brown eyes set wide and clear, a straight bridge nose that widens slightly at the tip, and full lips with a natural curve that settles into an easy, approachable half-smile. His eyebrows are thick and naturally straight, framing his eyes with understated strength. His hair is a clean fade, dark black with subtle texture, groomed but not precious. His signature feature is the soft luminous quality in his eyes paired with the contrast of his strong jaw\u2014an arresting warmth that reads as both protective and genuinely present. Warm mahogany-brown skin with golden undertones glowing in the soft natural light of the station house garage, morning or late-afternoon sunlight streaming through the bay doors behind him, catching the edge of his shoulder. He's standing at ease in the garage, one hand relaxed at his side, a moment of stillness before the shift\u2014casual, grounded, the kind of presence that makes people feel safer just by being near.", "image_path": "images/iteration-0018/m15-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong jawline and broad shoulders tapering well under the tee. Good eye contact and slight mouth gap. Solid above-average profile, but lacks the undeniable standout factor for an 8.", "failure_tags": [] }, { "persona_id": "m15", "persona_name": "Devon", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Black man, early 30s, with a strong angular face, broad jaw, and soft warm brown eyes looking at camera, his mouth slightly parted. He's a firefighter in Chicago's South Side station, standing in the garage bay with natural daylight streaming through the bay doors behind him, wearing a fitted navy Chicago Fire Department station tee that frames a pronounced V-tapered torso\u2014broad shoulders, defined upper chest visible through the fabric, thick neck with visible sternocleidomastoid line, strong forearms. His face is a narrow oval with high sharp cheekbones, a straight nose with a defined tip, and full lips with an easy asymmetric smile that pulls slightly more on the left, showing genuine warmth without trying. His dark hair is cut short and neat, closely cropped on the sides with slightly more length on top, still damp from the day's work. One signature feature: a thin pale scar through his left eyebrow that catches the light\u2014the kind of mark that reads as earned competence rather than damage, paired with thick dark lashes that frame those soft brown eyes and give his gaze unexpected gentleness despite the strong jaw. His skin has a warm deep mahogany tone with a slight golden undertone. The moment feels like he's just turned from checking equipment, pausing to say hello\u2014approachable, grounded, the kind of presence that makes people feel safe. Soft natural light from the bay doors, no harsh shadows, amateur iPhone-shot feel, his stance relaxed and open.", "image_path": "images/iteration-0018/m15-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong jawline and broad, muscular shoulders give him a solid masculine frame. Warm, direct eye contact. Good looking but slightly generic expression keeps it from an 8.", "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 twenties, with a long narrow face, sharp high cheekbones, and a pointed chin. Eyes looking at camera, his mouth slightly parted. Deep-set pale gray eyes with a darker ring, hooded lids and unusually long dark lashes that catch the late-afternoon light. Straight nose with a refined bridge and tapered tip. Thin lips with a sharp cupid's bow, naturally pale. Straight dark brown hair, shoulder-length, slightly tousled as if just pushed back from his face, with a few pieces falling across one temple in soft disorder. Thin dark eyebrows, barely groomed, following the arch of his bones.\n\nSlim wiry build with a deliberately non-athletic frame \u2014 narrow sloped shoulders, long lean arms, delicate collarbones visible above an unbuttoned cream linen cardigan layered over a loose cream linen shirt that drapes on his narrow torso without clinging. Both sleeves pushed up slightly, revealing ink-stained fingertips on both hands, evidence of constant writing. Long fingers, fine-boned. Sitting at a small cafe table in Berlin, late afternoon golden hour, soft diffused light from behind catching the edge of his hair and the cardigan fabric. Quiet, inward gaze despite facing the camera \u2014 the expression is contemplative, not engaged, as if he's momentarily aware of being looked at but absorbed in thought. Intimate medium shot, chest visible, the edge of a coffee cup and notebook at the frame's edge, shallow depth of field softening the cafe interior behind him. Utterly candid, no styling, no studio light \u2014 just a poet in his natural element.", "image_path": "images/iteration-0018/m16-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking 'delicate intellectual' aesthetic. Standouts: sharp, angular cheekbones; intense, clear blue eyes; and a strong, defined jawline that balances the softer, longer hair.", "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 cool complexion with a faint warm undertone, narrow oblong face with sharp angular cheekbones and a defined jawline that tapers to a pointed chin. Deep-set almond eyes, pale gray-green with a darker outer ring, framed by naturally long thick dark lashes that catch the soft light. Straight nose with a high narrow bridge and a refined tip. Thin top lip over a fuller bottom, asymmetric smile with the left corner lifting slightly higher. Straight dark eyebrows with a natural slight arch, sparse and finely drawn. Shoulder-length dark brown hair, slightly tousled and sleep-worn, with a piece falling across one eye and visible texture suggesting it was air-dried after a recent wash. Slim wiry build with narrow sloping shoulders, long lean arms, defined collarbones visible through the loose linen, no athletic bulk\u2014the frame reads as deliberate elongation and elegance, not strength. Worn cream linen cardigan draped over a loose cream linen shirt, both hanging softly on his slim frame. Ink stains visible on the fingers of his left hand resting near his chest. Seated in a Berlin cafe, late afternoon golden hour light filtering through a window, casting soft warm shadows across his face. The expression is quiet, contemplative, subtly introspective\u2014the look of someone pausing mid-thought. Photorealistic, amateur iPhone-shot aesthetic, candid and intimate, no studio polish.", "image_path": "images/iteration-0018/m16-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 7.2, "reason": "Striking features: sharp jawline, intense light eyes, and prominent cheekbones. Nails the delicate intellectual vibe perfectly. Mouth is firmly closed, failing lipsync.", "failure_tags": [ "mouth_closed" ] }, { "persona_id": "m17", "persona_name": "Sangwoo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. Mid-20s, pale cool porcelain complexion with a subtle warm undertone. Intentionally slim frame with narrow sloping shoulders, long elegant lines through the torso\u2014the frame of a philosophy student who reads more than he moves, defined collarbones visible through a fitted off-white linen shirt buttoned to the collar. Soft monolid eyes with a gentle, careful expression, dark warm-brown irises with minimal lid fold, sparse natural eyebrows that follow a gentle arch. Straight black hair in a precise middle part, freshly styled with a slight matte sheen, pieces framing his face with meticulous control. Wire-rim round glasses with a thin metal frame that sits high on his nose bridge, catching soft window light. Face shape is narrow oval with a pointed, delicate chin, a straight bridge nose with a small refined tip, thin lips with a subtle cupid's bow and natural symmetry. The signature feature: a faint, almost imperceptible asymmetry in his monolid line\u2014the left eye reads as ever-so-slightly more open than the right, creating an attentive, listening quality that amplifies his thoughtful presence. Seated in a quiet sunlit reading room or bookshop corner, soft diffuse window light falling across his face and shoulder, warm cream and pale wood tones in the background. Natural soft light, not studio. Photorealistic, candid amateur photo, the quality of being caught mid-thought rather than posing.", "image_path": "images/iteration-0018/m17-seed1.png", "attractiveness": 5, "prompt_adherence": 9, "lipsync_adherence": 4, "weighted_score": 5.6, "reason": "He hits the 'cerebral/restrained' prompt perfectly, but the frame is extremely weak and boyish. Eyes are averted from the camera.", "failure_tags": [ "weak_frame", "narrow_shoulders", "eyes_averted", "generic_face" ] }, { "persona_id": "m17", "persona_name": "Sangwoo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, mid-20s, eyes looking at camera, his mouth slightly parted. Narrow oval face with soft monolid eyes\u2014deep-set, warm dark brown with an almost olive cast\u2014framed by subtle natural lashes and thin, barely-arched brows. Small straight nose with a delicate bridge and rounded tip. Thin lips with a small cupid's bow, the expression gentle and contemplative. Perfectly styled jet-black hair in a precise middle part, freshly groomed with a slight natural sheen, front pieces falling in clean lines just at the jaw. Pale cool porcelain skin with a faint matte finish. Slim build with intentionally narrow, sloping shoulders\u2014long neck with a defined sternocleidomastoid line, collarbones visible beneath a fitted off-white linen shirt buttoned all the way to the collar. The signature feature: a small natural notch through the left eyebrow, with one specific arched peak that catches the light and lifts the eye subtly on that side\u2014a detail readable only in close-up, reinforcing the intellectual precision of his aesthetic.\n\nSeated at a wooden reading table in a Seoul university library, late afternoon soft golden window light casting gentle shadows across his face, his posture upright and engaged. Wire-rim round glasses resting lightly on his nose. A single open philosophy text visible at the edge of the frame. The mood is quiet, restrained, deeply absorbed\u2014the candid moment of someone mid-thought, entirely present but untouched by performative warmth. Shot in natural soft light with slight grain, amateur iPhone vibe, no studio polish.", "image_path": "images/iteration-0018/m17-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Clean, symmetrical features and good skin, but the frame is very narrow and the overall vibe is quite boyish, lacking mature masculine presence.", "failure_tags": [ "narrow_shoulders", "boyish_when_mature_intended", "weak_frame" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome mixed-race man, late 20s, eyes looking at camera, his mouth slightly parted. Lean dancer's build with long limbs, sloping shoulders, defined collarbones, and a narrow waist \u2014 the musculature is spare and precise, never bulky. Dark hair pulled back in a neat low ponytail with a few wisps loose at the temple. Sharp high cheekbones, deep-set dark eyes with an expressive quality, soft full lips with a natural cupid's bow. Face is narrow and angular, almost aristocratic, with defined jawline and a delicate nose bridge.\n\nHe's mid-stretch in a sunlit dance studio, one arm reaching upward in an elongated arc, the other resting lightly on the wooden barre behind him. His posture is impeccable \u2014 elongated spine, engaged core visible through his fitted charcoal tank top. Soft golden-hour light streams across the marley flooring, catching the sweat-dampened skin of his shoulders and collarbones. Calm, focused expression. The frame is medium shot, waist-up, capturing the geometry of his stretched body and the grace of his form. Natural skin tone with a warm undertone, slight luminosity from exertion. Photorealistic, amateur iPhone aesthetic, soft focus on the background studio elements, candid and unposed despite the controlled stretch.", "image_path": "images/iteration-0018/m18-seed1.png", "attractiveness": 6, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 7.6, "reason": "Nails the lean dancer physique and aesthetic perfectly. Has striking dark eyes and full lips, but the overall facial structure leans slightly too delicate/feminine for my taste, lacking a strong masculine anchor.", "failure_tags": [ "feminine_features_male" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome mixed-race man, eyes looking at camera, his mouth slightly parted. Late 20s, lean swimmer's build with long limbs, defined collarbones, narrow waist, and elegant negative space at the shoulders\u2014the precise musculature of a professional dancer, not a gym physique. Sharp angular cheekbones with a narrow oval face and a defined jawline. Deep-set dark brown eyes with an arresting quality, framed by naturally thick lashes. Soft full lips with a subtle cupid's bow and a quiet asymmetry\u2014the left side of his mouth lifts slightly higher, creating a signature half-smile. Straight nose with a high bridge and refined tip. Dark hair pulled back in a neat, tight low ponytail, a few shorter pieces escaping at the nape. Fair to medium-warm olive skin tone. \n\nMid-stretch in a sunlit NYC dance studio, torso angled slightly forward in a graceful elongation, one arm extended along the barre behind him, the other reaching across his body. Marley flooring and studio barre visible softly in the background. Natural golden-hour light streaming through tall windows, catching the definition of his collarbones and the line of his neck. Casual black dance pants and a fitted gray tank top, slightly dampened at the chest from exertion. Barefoot. His posture reads as poised stillness\u2014a dancer pausing mid-practice, spine elongated, shoulders relaxed. The overall feeling is precision, control, and quiet grace.", "image_path": "images/iteration-0018/m18-seed2.png", "attractiveness": 5, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 6.6, "reason": "Nails the lean dancer physique and studio setting perfectly. Face is fine but generic; lacks the sharp cheekbones or striking presence needed for a higher score. Slightly awkward expression.", "failure_tags": [ "generic_face", "awkward_expression" ] }, { "persona_id": "f01", "persona_name": "Hannah", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful white American woman, eyes looking at camera, her mouth slightly parted. Mid-20s, soft oval face with a gentle expression, light freckles scattered across the bridge and tip of her nose. Warm hazel eyes with a slightly downturned outer corner, naturally defined brows with a soft arch. Straight nose with a soft rounded tip, small full lips with a defined cupid's bow. Auburn hair in loose waves, half-pinned up with a few pieces falling down to frame her face, catching warm afternoon light. Signature feature: one specific freckle slightly darker than the others, positioned just above her left cheekbone, that draws the eye upward into her gaze.\n\nLean swimmer's build, visible collarbones, shoulders relaxed. Wearing an oversized charcoal cardigan over a simple cream cami, sleeves pushed up to the elbows. Seated by a coffee shop window with warm golden-hour sunlight streaming across her face and shoulder, soft natural shadows under her cheekbones and jawline. The light catches the texture of her hair and the fine detail of her freckles. Candid, intimate moment \u2014 the kind of photo a friend would capture without asking. Shot from a medium close-up angle, slightly warm color cast, soft focus background of blurred cafe interior and window frame. No makeup or minimal makeup, natural skin texture visible. Photorealistic, amateur iPhone photography aesthetic.", "image_path": "images/iteration-0018/f01-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking natural beauty. Standouts: striking amber eyes, full symmetric lips, and delicate bone structure with subtle 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 American woman, eyes looking at camera, her mouth slightly parted. Mid-20s, soft oval face with a slightly pointed chin, light freckles scattered across her nose and upper cheeks, warm fair skin with golden undertone. Round hazel eyes with a gentle downturned quality and naturally full lashes, pale peachy-brown iris with gold flecks. Small straight nose with a soft rounded tip, thin top lip over a fuller bottom lip, subtle natural smile lines at the corners of her mouth. Straight dark-blonde eyebrows with a slight arch, mostly natural and ungroomed. Soft auburn hair in loose waves, pulled half-up with a small tortoiseshell clip, a few damp pieces falling around her face from morning coffee steam, warm chestnut undertone catching the light. Lean build with sloping shoulders, delicate collarbones visible at the neckline, graceful posture. Wearing an oversized cream linen cardigan over a thin white cami, the cardigan slouched off one shoulder slightly. Sitting by a bright coffee shop window in late morning, golden hour-adjacent natural light spilling across her face and hair, soft shadows under her cheekbones. Thoughtful, approachable expression \u2014 the exact moment before she says something genuine. Shot from chest-up, MCU framing, warm and intimate, film-photography color grade. Amateur iPhone candid, not styled, quiet and real.", "image_path": "images/iteration-0018/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. Late 20s, warm medium-tan skin with golden undertone, athletic and toned throughout with broad shoulders, defined upper back visible through fitted fabric, and a sculpted core.\n\nHeart-shaped face with high prominent cheekbones, a sharp jawline, and a narrow nose with a defined bridge. Deep-set dark-brown eyes with a slight downturned outer corner and thick natural lashes that catch the light. Thin-to-medium eyebrows with a high arch, mostly natural. Full lips with a pronounced cupid's bow and a slightly asymmetric smirk\u2014the left side pulls up higher, revealing a single dimple and a flash of confidence. Small gap visible between her front teeth on the half-smile.\n\nLong glossy dark-brown hair pulled into a high, tight ponytail with a few face-framing pieces loose around her temples, slightly dampened at the roots from recent exertion. Single small black-ink geometric tattoo on her inner forearm\u2014a clean line design barely visible but readable up close.\n\nWearing a fitted gray racerback tank top that shows her muscular shoulders and collarbones. Standing relaxed but poised, chest slightly forward, the posture of someone comfortable in her own strength. Soft natural gym lighting with a hint of that post-workout glow\u2014not sweaty, just alive. Her expression reads cocky-warm: self-assured, inviting, like she's about to offer you a challenge and already knows you'll take it. The background is blurred, neutral gym or studio setting. Medium close-up framing, slight low angle that emphasizes her presence without distortion.", "image_path": "images/iteration-0018/f02-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: sharp jawline, intense almond eyes with thick lashes, and a very fit, toned upper body. Missing the forearm tattoo, but nails the cocky-warm fitness coach vibe perfectly. Mouth is slightly parted and eyes are on camera.", "failure_tags": [] }, { "persona_id": "f02", "persona_name": "Camila", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Latina woman, eyes looking at camera, her mouth slightly parted. Late 20s, warm medium-brown skin with golden undertone, athletic and toned with defined shoulders and upper back visible through a fitted black sports tank, narrow waist. Heart-shaped face with high cheekbones, deep-set warm brown eyes with a slight downturned outer corner, straight nose with a soft rounded tip, full lips with a sharper cupid's bow and a naturally asymmetric smile pulling higher on the right side\u2014a single dimple appears on that cheek when she grins. Straight dark brows, groomed but natural-looking with a slight arch. Long glossy dark brown hair pulled into a high, sleek ponytail with a few face-framing pieces loose, catching gym fluorescent light. Small geometric forearm tattoo visible on her right arm. Standing in front of a gym mirror, shot from roughly waist-up, natural-lit with a hint of the mirror's edge catching light on her skin. Her expression reads confident and slightly cocky\u2014the half-smile of someone who knows exactly what she's doing. Photorealistic, amateur gym-mirror energy, soft-sharp focus on her face.", "image_path": "images/iteration-0018/f02-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 6.6000000000000005, "reason": "Above average. Striking dark eyes and strong, defined jawline stand out. Athletic build matches persona well. Mouth is firmly closed, failing lipsync requirement.", "failure_tags": [ "mouth_closed" ] }, { "persona_id": "f03", "persona_name": "Yujin", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful Korean woman, eyes looking at camera, her mouth slightly parted. Mid-20s, oval face with soft rounded cheeks and a gently pointed chin, large dark doe eyes with distinctly sharp inner corners and a warm deep-brown tone, double-lidded with naturally thick lashes. Small straight nose with a rounded tip, full symmetrical lips with a subtle gradient from deeper mauve at the edges to a lighter peachy tone at the center. Straight dark eyebrows with a soft natural arch, minimal grooming. Long straight dark hair in a rich natural black-brown, past shoulder-length, freshly washed with a slight damp sheen catching the light, center-parted and framing her face softly. Lean swimmer's build with delicate collarbones and sloping shoulders. Dewy luminous skin with a cool peachy undertone, poreless and glowing\u2014the signature feature is her eyes themselves: that rare combination of soft vulnerable doe-pupil paired with that sharp inner-corner tilt that lifts her gaze into something arresting and present. Wearing an oversized soft pastel lavender hoodie, the drawstring slightly loose, sleeves falling past her wrists. Seated casually near a window with Seoul city lights softly blurred in the background, golden-hour natural light catching her damp hair and skin. Soft, intimate, vulnerable expression\u2014the candid moment of someone between takes, looking directly at you with an unguarded presence. Shot from mid-chest up, slightly warm color grade, shallow depth of field, iPhone aesthetic.", "image_path": "images/iteration-0018/f03-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Three standouts: flawless dewy skin texture, striking doe eyes with sharp inner corners, and full, perfectly shaped lips. Nails the idol-trainee aesthetic.", "failure_tags": [] }, { "persona_id": "f03", "persona_name": "Yujin", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Korean woman, eyes looking at camera, her mouth slightly parted. Mid-20s, soft and approachable presence with an idol-trainee aesthetic. Face shape is a delicate oval with a gently pointed chin, wide-set large doe eyes with sharp upturned inner corners and a warm deep-brown color that catches the light, giving her an expressive and youthful quality. Thin arched eyebrows with a feathered finish, small refined nose with a narrow bridge and soft rounded tip, and full symmetrical lips with a natural pale-pink tone. Her signature feature: a subtle but defined eye-smile \u2014 the inner corners of her eyes lift slightly, creating that characteristic \"fox-eye\" sharpness paired with the softness of her gaze, which reads effortlessly striking without trying.\n\nLong dark hair, 2B soft beachy waves with a deep chocolate-brown base, falling past her shoulders in a freshly-blow-dried state with volume at the roots and a few pieces framing her face with a slight damp sheen. Skin is dewy and luminous with a cool porcelain undertone and a natural glass-skin finish \u2014 minimal makeup, just a light glow.\n\nShe's wearing an oversized pastel cream or soft lavender hoodie, slouching gently off one shoulder, creating a relaxed and effortless vibe. The frame is lean and graceful \u2014 sloping shoulders, defined collarbones visible at the neckline, slim wrists, the build of a dancer or someone naturally slight. Medium-close shot, sitting casually indoors near a soft window light that illuminates her face evenly, creating that signature K-beauty dewy radiance. Her posture is relaxed but present, as if pausing mid-conversation. Natural amateur iPhone photography, soft window light, gentle shadows, candid and unguarded.", "image_path": "images/iteration-0018/f03-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Flawless dewy skin, large expressive doe eyes, and full symmetric lips with a natural tint. Nails the idol-trainee aesthetic 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, eyes looking at camera, her mouth slightly parted. Late 20s, slim dancer's build with elongated collarbones and a defined but unhurried posture. Warm deep mahogany skin with golden undertone.\n\nNarrow oval face with a sharp jawline and high cheekbones. Deep-set almond eyes with a monolid and a subtle inner-corner crease, dark brown with an almost black undertone catching faint light. Straight bridge nose with a refined, slightly rounded tip. Small bow-shaped mouth with full bottom lip, subtle asymmetry pulling slightly left when at rest. Thin natural brows with a barely-visible arch, mostly ungroomed.\n\nShort textured hair in defined 3C curls, rich dark brown, cropped close to the scalp with soft volume at the crown and a few longer pieces falling across the left temple \u2014 the curl pattern catches light unevenly, showing dimension. A single small silver nose stud on the left nostril, catching the light in a quiet way that reads as intentional.\n\nWearing a paint-stained oversized denim shirt, the cuffs rolled, indigo faded to gray at the creases and elbows. A few dried acrylic paint splatters \u2014 white, ochre, deep blue \u2014 on the fabric and the edge of her left hand, visible at the frame edge. Seated at a small wooden coffee-shop table by a front window, soft diffused daylight from outside creating gentle shadows across her face. The ambient caf\u00e9 bokeh is warm and unfocused behind her. Her hands rest near a ceramic mug, relaxed. Candid, unhurried, mid-thought. Film photography aesthetic, slight grain, natural color.", "image_path": "images/iteration-0018/f04-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Above average. Two specific standouts: striking almond-shaped eyes with clear focus, and full, well-defined lips. Good bone structure but slightly generic overall presentation keeps it from an 8.", "failure_tags": [] }, { "persona_id": "f04", "persona_name": "Naomi", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful mixed Black-Japanese woman, eyes looking at camera, her mouth slightly parted. Late 20s, slim build with elegant posture and defined collarbones, warm deep-brown skin with subtle golden undertone. Narrow oval face with high cheekbones, deep-set almond eyes in a rich warm-brown with flecks of amber, slightly downturned at the outer corners, heavy natural lashes. Straight nose with a refined bridge and soft rounded tip. Fuller bottom lip over a thinner top, small natural asymmetry to her mouth\u2014the right corner sits fractionally higher, giving a subtle knowing quality to her expression. Thick natural eyebrows with a gentle arch, groomed but not manicured, with one slight notch on the left side of the left brow.\n\nShort textured curls in a deep warm-black, 3C-4A definition with some pieces still damp from a recent wash, a few ringlets falling forward at her temples, the back nape closely cropped. Paint-stained vintage Levi's 501s, pale indigo with dried acrylic streaks across the thigh and pocket. Cream vintage oversized linen button-up worn unbuttoned over a fitted charcoal tank, sleeves rolled to the elbow, revealing her forearms. Sitting at a small wooden caf\u00e9 table by a large north-facing window with soft diffused gray-Brooklyn-morning light, a half-empty pour-over coffee cooling beside an open sketchbook. Serene focused calm, the kind of stillness that reads as deep concentration. Amateur iPhone natural-light shot, intimate and unposed, no makeup, a fine dusting of dried white gesso across her left jawline.", "image_path": "images/iteration-0018/f04-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: large expressive almond eyes, full symmetric lips, and excellent bone structure with a delicate jawline. Matches the mixed Black-Japanese artist persona perfectly.", "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, late 20s, with a soft round face, pale porcelain skin with cool undertone, and warm hazel eyes with a gentle downturned shape behind wire-rim round glasses. Eyes looking at camera, her mouth slightly parted. \n\nShe has soft blonde waves falling just past her shoulders, with a few strands falling naturally across her face and catching the light. Her eyebrows are thin and feathered, barely-there and fair. Her nose is small with a soft rounded tip, and her lips are thin with a defined cupid's bow\u2014the kind that reads as earnest and bookish.\n\nHer signature feature is the gentle asymmetry of her smile, pulling slightly more on one side with a barely-visible dimple, giving her an approachable, kind expression.\n\nShe's wearing a cream-colored wool cardigan layered over a high-neck ivory blouse with delicate texture, the kind you'd find thrifted. Her posture is relaxed but upright, seated at an old wooden library table with soft afternoon light filtering through a tall arched window behind her, illuminating her hair. Natural, candid amateur photography\u2014soft focus, warm grain, the feeling of a quiet Brooklyn brownstone library on a weekday afternoon.", "image_path": "images/iteration-0018/f05-seed1.png", "attractiveness": 6, "prompt_adherence": 10, "lipsync_adherence": 3, "weighted_score": 6.199999999999999, "reason": "Cute but plain. Nice clear skin and pleasant smile, but lacks standout features to push higher. Mouth is firmly closed, failing lipsync.", "failure_tags": [ "mouth_closed" ] }, { "persona_id": "f05", "persona_name": "Anya", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Polish woman, eyes looking at camera, her mouth slightly parted. Late 20s, fair porcelain skin with cool undertones, soft blonde waves falling past her shoulders with natural darker roots at the crown, 2B beachy texture. Round face with soft cheekbones, a small pointed chin, and an understated sweetness in her features. Eyes wide-set and pale blue-gray with a slight downward tilt at the outer corners, framed by fine fair lashes and thin arched brows with a touch of natural asymmetry\u2014the left brow peaks slightly higher, giving her an thoughtful, attentive expression. Small nose with a rounded button tip and a soft bridge. Lips narrow with a defined but gentle cupid's bow, fuller on the bottom, the kind that naturally curve into a subtle smile. Wire-rim round glasses sitting low on her nose, slightly fogged from the warmth of her face. Wearing a cream-colored cable-knit cardigan layered over a high-neck ivory blouse with delicate ribbed texture. Leaning slightly forward on her elbows at a wooden library desk, with softly stacked books and a small brass reading lamp just out of focus behind her. Warm afternoon light from a window cuts across her face, catching the fine detail of her glasses' reflection and the texture of her hair. The signature detail is her slightly lopsided, half-present smile\u2014the left dimple just barely showing\u2014paired with that attentive downward-tilted gaze that reads as both focused and gentle, entirely present and approachable. Soft, candid, unhurried. No makeup or barely any. Natural, intimate, like she's pausing mid-thought during her day at work.", "image_path": "images/iteration-0018/f05-seed2.png", "attractiveness": 6, "prompt_adherence": 10, "lipsync_adherence": 5, "weighted_score": 6.6, "reason": "Nice clear blue eyes, but otherwise a very standard, slightly plain face. Mouth is closed, failing the lipsync requirement.", "failure_tags": [ "mouth_closed" ] } ], "aggregates": { "male_count": 36, "female_count": 10, "male_attractiveness_mean": 6.972222222222222, "male_attractiveness_stdev": 0.9570240653862342, "female_attractiveness_mean": 7.4, "female_attractiveness_stdev": 0.8, "male_weighted_mean": 7.722222222222222, "female_weighted_mean": 8.02, "lipsync_adherence_mean": 8.347826086956522, "prompt_adherence_mean": 9.391304347826088, "failure_tag_histogram": { "generic_face": 4, "narrow_shoulders": 5, "wrong_age_range": 2, "eyes_averted": 2, "boyish_when_mature_intended": 4, "mouth_closed": 8, "asymmetric_eyes": 2, "bad_skin": 2, "weak_frame": 3, "feminine_features_male": 1, "awkward_expression": 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 (-0.056)", "male_uplift": -0.05555555555555536 } }