{ "iteration": 14, "timestamp": "2026-06-03T13:28:27", "wall_clock_seconds": 177.2, "prompt_snapshot_path": "prompts/iteration-0014.txt", "personas_file_ref": "autoresearch/male-attractiveness-uplift/personas.json", "evaluator_file_ref": "autoresearch/male-attractiveness-uplift/evaluator.json", "evaluations": [ { "persona_id": "m01", "persona_name": "Caleb", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome white American man, Eyes looking at camera, his mouth slightly parted. Late-20s, lean but defined build with sloping shoulders and visible collarbones, fair skin with cool undertone. Narrow oval face with soft jawline, deep-set almond eyes in warm hazel-brown, straight bridge nose with gently rounded tip, thin top lip over a fuller bottom, thick straight eyebrows mostly natural, soft brown hair falling into his eyes in loose 2B waves. Small healed nick scar on his left cheekbone. Sitting in a dim Brooklyn loft at twilight, wearing a faded black band t-shirt, soft natural window light, amateur iPhone shot, photorealistic.", "image_path": "images/iteration-0014/m01-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking combination of thick, expressive brows, deep-set warm brown eyes, and a strong, square jawline. 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 American man, eyes looking at camera, his mouth slightly parted. Late-20s, lean but defined build with sloping shoulders, defined collarbones, and a slender athletic frame, fair skin with cool undertone, narrow oval face with a sharp jawline, deep-set almond eyes in warm brown with subtle green flecks, straight bridge nose with a refined tip, full lower lip and thinner upper, straight thick eyebrows with minimal grooming, soft light brown wavy hair falling messily into his eyes, small beauty mark just below his left eye, subtle faint scar on chin, wearing a faded black band t-shirt under an open flannel shirt, sitting on a windowsill in a Brooklyn loft with exposed brick behind him at twilight, natural window light, casual medium close-up framing, photorealistic amateur iPhone shot with soft candid imperfections.", "image_path": "images/iteration-0014/m01-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Strong jawline, thick textured hair, and intense deep-set brown eyes. Nails the brooding indie musician vibe perfectly. Very attractive, top 15%.", "failure_tags": [] }, { "persona_id": "m02", "persona_name": "Mateo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Mexican-American man, mid-20s, broad-shouldered V-tapered gym-built frame with defined upper chest visible under fabric and thicker neck, warm tan skin with golden undertone, Eyes looking at camera, his mouth slightly parted. He has a square face with a strong jawline, almond-shaped deep-set eyes in deep brown, straight bridge nose with rounded tip, full lower lip with defined cupid's bow, thick straight eyebrows, short textured black hair slightly tousled by ocean breeze, small dimple on his left cheek; wearing a fitted gray tank top and black athletic shorts, standing casually on a sunny Miami beach with soft natural light, relaxed stop-and-talk pose, medium close-up shot, photorealistic amateur iPhone photo, candid and warm.", "image_path": "images/iteration-0014/m02-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong broad shoulders and intense dark eyes stand out. Good physique but the expression is a bit stiff rather than the 'easy charming smile' requested.", "failure_tags": [ "awkward_expression" ] }, { "persona_id": "m02", "persona_name": "Mateo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Mexican-American man, mid-20s, eyes looking at camera, his mouth slightly parted, broad V-tapered gym-built shoulders and defined upper chest visible through a fitted white athletic tank top, lean waist, warm golden-brown skin with neutral undertones, square face with a strong jawline, almond-shaped deep brown eyes, straight nose with a subtle bridge bump, full lower lip, thick straight eyebrows, short textured black hair slightly tousled from beach wind, small beauty mark above his right cheekbone, easy charming smile that reaches his eyes, standing on a sunny Miami beach with soft natural daylight, amateur iPhone shot, photorealistic, casual framing, cocky but warm expression.", "image_path": "images/iteration-0014/m02-seed2.png", "attractiveness": 6, "prompt_adherence": 7, "lipsync_adherence": 10, "weighted_score": 7.0, "reason": "Slightly above average. Good facial symmetry and clear skin, but frame is a bit narrow for a 'gym-built personal trainer' and reads more boyish than intended. Ethnicity leans more East Asian/mixed than Mexican-American.", "failure_tags": [ "boyish_when_mature_intended", "narrow_shoulders", "wrong_ethnicity" ] }, { "persona_id": "m03", "persona_name": "Jiwon", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with warm beige skin and subtle golden undertone, tall and lean with long limbs, sloping shoulders and defined collarbones visible at the open collar. Narrow oval face with soft jawline, soft monolid eyes in deep warm brown, straight bridge nose with a gentle rounded tip, thin upper lip over a fuller lower lip, straight thick eyebrows mostly natural. Medium-length straight black hair with slight natural texture, casually tousled and falling across his forehead. Subtle ink smudges visible on his fingertips. Wearing an open oatmeal cardigan over a loose oatmeal linen shirt. Shot from the chest up in a sunlit artist studio with soft window light, slight iPhone framing imperfection, photorealistic, natural and unposed.", "image_path": "images/iteration-0014/m03-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and intense, symmetrical monolid eyes. Fits the quiet artist boy persona perfectly, though the face leans slightly generic-AI.", "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 long limbs, slim shoulders and elegant collarbones, fair skin with a warm golden undertone, narrow oval face, soft monolid dark-brown eyes, straight nose with a softly rounded tip, thin upper lip over a fuller lower lip, straight thick natural eyebrows, short black hair with loose 2B waves and slept-on bedhead texture, small ink smudge on his left cheekbone, wearing an oversized oatmeal cardigan over an unbuttoned cream linen shirt with sleeves pushed to elbows revealing ink-stained fingertips, seated at a wooden table in a sunlit LA studio apartment, slight three-quarter angle, medium close-up framing, soft natural window light, amateur iPhone photo, photorealistic, casual candid vibe.", "image_path": "images/iteration-0014/m03-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: sharp jawline, intense monolid eyes, and a strong neck/collarbone area. Nails the quiet artist vibe perfectly.", "failure_tags": [] }, { "persona_id": "m04", "persona_name": "Marcus", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Black man, Eyes looking at camera, his mouth slightly parted. Early-30s, lean but defined build with sloping shoulders and athletic collarbones visible under his fitted black button-up shirt rolled to the forearms showing intricate black-ink forearm tattoos, deep mahogany skin with warm neutral undertones, narrow oblong face with a clean jawline, deep-set almond eyes in rich espresso brown, straight bridge nose with a soft rounded tip, full lips with a subtle cupid's bow, thick straight eyebrows slightly arched, short cropped black hair with a clean fade and fresh trim, small silver hoop in his left ear, standing behind a polished dark wood hotel bar in a quiet upscale Manhattan lobby with soft evening sidelight from a nearby window, iPhone-shot candid framing from the chest up, natural relaxed posture as if pausing mid-conversation.", "image_path": "images/iteration-0014/m04-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strikingly handsome with a strong, defined jawline, intense dark eyes, and broad shoulders tapering well in the fitted shirt. Very high appeal.", "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, early 30s, lean but defined build with broad shoulders and narrow waist, deep mahogany skin with warm undertones, short cropped textured hair with a clean fade. Eyes looking at camera, his mouth slightly parted. He stands behind a polished hotel bar counter in a quiet upscale Manhattan lounge, wearing a fitted black button-up shirt with sleeves rolled to the elbows revealing intricate forearm tattoos, holding a philosophy paperback at his side, soft natural window light, amateur iPhone shot, photorealistic, neutral relaxed expression, medium close-up framing showing chest and shoulders. Rectangular face with strong jawline, deep-set almond eyes in near-black irises, straight bridge nose with broad tip, full lips, thick straight eyebrows, small circular scar above left eyebrow.", "image_path": "images/iteration-0014/m04-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Strong, broad shoulders tapering well, sharp jawline, and intense, focused eye contact. Nails the persona perfectly.", "failure_tags": [] }, { "persona_id": "m05", "persona_name": "Dario", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Italian-American man, eyes looking at camera, his mouth slightly parted, late-20s with warm olive skin and golden undertone, lean but defined wiry skater build with sloping shoulders and visible collarbones, narrow oval face with a sharp jawline, deep-set almond eyes in near-black with an olive cast, straight bridge nose with a soft rounded tip, full lips with a subtle cupid's bow, thick straight dark eyebrows mostly natural, soft grungy dark brown hair in messy shoulder-length waves with a middle part and slept-on texture, small beauty mark above his right lip, half-sleeve tattoos visible on his left arm, wearing a faded black band tee and ripped dark jeans, standing casually at a Brooklyn skate park during golden hour with soft natural side light, medium shot framing upper body and face, amateur iPhone-shot vibe, photorealistic photograph.", "image_path": "images/iteration-0014/m05-seed1.png", "attractiveness": 6, "prompt_adherence": 7, "lipsync_adherence": 10, "weighted_score": 7.0, "reason": "Nice thick hair and decent facial symmetry, but very narrow shoulders and a weak frame make him look much younger than late-20s. Missing the requested tattoos.", "failure_tags": [ "narrow_shoulders", "weak_frame", "wrong_age_range" ] }, { "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 with warm olive skin and golden undertone, lean but defined wiry skater build, broad shoulders tapering to a narrow waist, visible half-sleeve tattoos on his right arm. Narrow oval face with a soft jawline, deep-set almond eyes in deep espresso brown, straight nose bridge with a subtle rounded tip, full lower lip over a thinner top, thick straight brows with a natural arch, dark brown 2B soft wavy grungy hair falling messy over his forehead and ears. A tiny healed scar on his left cheekbone and a faint beauty mark above his right lip. Wearing a faded black band tee and ripped jeans, half-sleeve ink showing, standing casually at a Brooklyn skate park during golden hour with warm side light, relaxed stop-and-talk posture, medium shot framing his face and torso clearly, amateur iPhone photo, photorealistic, natural imperfections.", "image_path": "images/iteration-0014/m05-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and thick, textured hair stand out. Good frame, but expression is a bit blank rather than the requested 'sweet boyish smile'.", "failure_tags": [ "awkward_expression" ] }, { "persona_id": "m06", "persona_name": "Adrian", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Italian-Greek Mediterranean man, eyes looking at camera, his mouth slightly parted. He is 35 years old with a V-tapered athletic build visible under his charcoal suit, broad shoulders, defined upper chest, and thicker neck. Warm olive skin with golden undertone, square face with a strong jawline, deep-set almond-shaped eyes in a rich espresso brown, straight nose with a subtle high bridge, full lower lip with a defined cupid's bow, thick straight eyebrows with a natural arch, short dark brown hair with silver edges at the temples and a side part, slight stubble along the jaw, a small faded scar above his left eyebrow. Charcoal suit jacket unbuttoned at the collar revealing the top of a crisp white shirt, standing in a relaxed stop-and-talk pose inside a modern Chicago high-rise office with soft daylight from the window. Photorealistic amateur iPhone shot, natural soft lighting, candid framing, confident eye contact, mouth clearly visible.", "image_path": "images/iteration-0014/m06-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and intense, direct eye contact elevate him above average. Fits the Mediterranean finance persona well, though the expression is slightly stiff.", "failure_tags": [] }, { "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. A 35-year-old Italian-Greek finance professional from Chicago with warm olive skin and golden undertone, broad-shouldered lean build filling out a charcoal suit jacket unbuttoned at the collar to reveal an open dress shirt, short dark hair with silver at the temples, strong square face with a defined jawline, deep-set almond eyes in near-black brown, straight nose bridge with a subtle tip, full lower lip over a thinner upper, thick straight eyebrows, distinctive small mole above his right cheekbone, confident stop-and-talk pose in a softly lit downtown Chicago office window background, natural iPhone lighting, photorealistic amateur shot.", "image_path": "images/iteration-0014/m06-seed2.png", "attractiveness": 4, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 6.0, "reason": "Looks significantly older than 35, skin texture is rough and uneven, expression is slightly awkward and intense rather than confident alpha.", "failure_tags": [ "wrong_age_range", "awkward_expression", "bad_skin" ] }, { "persona_id": "m07", "persona_name": "Haruki", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Japanese man, mid-20s, lean but defined build with sloping shoulders and visible collarbones, fair skin with warm undertone, Eyes looking at camera, his mouth slightly parted. Soft oval face with a gentle jawline, wide-set almond eyes in deep warm brown, soft straight eyebrows, small straight nose with rounded tip, full lips with a subtle cupid's bow, slightly tousled medium-length black hair with soft texture and a messy fringe falling over his forehead, small beauty mark below his right eye, wearing an oversized cream sweater, sitting relaxed at a wooden cafe table with soft natural window light, iPhone-shot realism, casual framing, photorealistic.", "image_path": "images/iteration-0014/m07-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 6.0, "reason": "Cute soft-boy aesthetic with nice eyes, but the mouth is firmly closed and the frame feels a bit narrow/boyish. Lacks the standout masculine features for a higher score.", "failure_tags": [ "mouth_closed", "boyish_when_mature_intended", "narrow_shoulders" ] }, { "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, lean but defined frame with sloping shoulders and slim collarbones, light porcelain skin with warm peach undertone, soft oval face with gentle jawline, large almond-shaped eyes in warm deep brown, soft straight nose bridge with rounded tip, full soft lips, thick softly arched natural eyebrows, medium-length straight black hair with light natural waves slightly tousled as if hand-combed moments ago, small beauty mark just below his left eye, sweet open expression with golden-retriever warmth, wearing an oversized cream sweater, seated at a wooden cafe table with soft window light from the side, medium close-up framing, amateur iPhone snapshot style, photorealistic, natural casual vibe.", "image_path": "images/iteration-0014/m07-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong soft-boy aesthetic. Standouts: thick, well-styled tousled hair and large, expressive dark eyes. Fits the golden-retriever vibe perfectly, though the frame is a bit slight.", "failure_tags": [] }, { "persona_id": "m08", "persona_name": "Renan", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Brazilian man, Eyes looking at camera, his mouth slightly parted. Late-20s with warm olive-brown skin and golden undertone, ripped lean torso with broad shoulders, defined upper chest mass visible through fabric, thick neck, V-tapered build from jiu-jitsu training. Square face with strong jawline, deep-set almond eyes in near-black, straight bridge nose with slightly wide tip, full lips, thick straight eyebrows, short black hair with buzzed sides and slightly tousled top, right ear showing jiu-jitsu cauliflower ear as distinctive feature, wearing black tank top, standing in a fight gym with punching bags and mats in soft natural window light behind, gentle half-smile expression, amateur iPhone shot, photorealistic, medium close-up framing.", "image_path": "images/iteration-0014/m08-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.199999999999999, "reason": "Solid frame and nice eyes, but the jawline is a bit soft and the expression is slightly blank rather than a 'gentle smile'.", "failure_tags": [ "soft_jawline", "awkward_expression" ] }, { "persona_id": "m08", "persona_name": "Renan", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Brazilian man, eyes looking at camera, his mouth slightly parted. Late twenties, warm golden-brown skin with neutral undertone, square face with strong jaw and high cheekbones, deep-set almond eyes in deep espresso brown, thick straight eyebrows, broad straight nose with rounded tip, full lips, short-cropped black hair with messy texture, visible cauliflower ear on his left side, V-tapered torso with broad shoulders, defined upper chest mass visible through fabric, thicker neck, narrow waist relative to shoulders, wearing a fitted black tank top, standing casually in a fight gym with equipment visible in soft background, photorealistic iPhone shot, natural window light, amateur framing.", "image_path": "images/iteration-0014/m08-seed2.png", "attractiveness": 4, "prompt_adherence": 5, "lipsync_adherence": 10, "weighted_score": 5.4, "reason": "Looks way too young for late-20s, very boyish face and narrow shoulders. Lacks the rugged MMA fighter vibe and cauliflower ear requested.", "failure_tags": [ "wrong_age_range", "boyish_when_mature_intended", "narrow_shoulders", "weak_frame" ] }, { "persona_id": "m09", "persona_name": "Wyatt", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome white American man, eyes looking at camera, his mouth slightly parted, early 30s ranch hand with a clear V-tapered torso showing broad shoulders and defined upper chest under a worn red-and-black flannel shirt, thicker neck with visible sternocleidomastoid line, sun-tanned warm beige skin with golden undertone and light stubble across the jaw, square face with strong jawline, deep-set hooded eyes in steely blue-gray, straight bridge nose with a slightly broad tip, thin top lip over a fuller bottom, thick straight mostly natural eyebrows, short dark brown hair mostly hidden beneath a weathered brown cowboy hat casting soft shadow across his eyes, sparse freckles across the nose bridge, facial structure reminiscent of Cole Hauser but with a slightly wider mouth, standing in soft Montana daylight with a neutral expression ready to speak, medium close-up framing, amateur iPhone snapshot, photorealistic, natural lighting, slight casual imperfections.", "image_path": "images/iteration-0014/m09-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking piercing blue eyes, strong square jawline, and broad rugged frame. Nails the Rip Wheeler vibe perfectly.", "failure_tags": [] }, { "persona_id": "m09", "persona_name": "Wyatt", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome white American man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a rugged square face, strong jawline, deep-set brown eyes, straight nose with a slightly wide bridge, full lower lip, thick straight eyebrows, short dark hair under a weathered cowboy hat casting shadow across his eyes, permanent five-o'clock stubble, and a faint horizontal scar above his left brow, deeply sun-tanned skin with warm golden undertone, broad shoulders and V-tapered torso with visible upper chest mass under an open worn red-and-black plaid flannel shirt, lean muscular ranch-hand frame, standing in a Montana barnyard at golden hour with soft natural sidelight, casual iPhone snapshot, photorealistic, amateur framing.", "image_path": "images/iteration-0014/m09-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strikingly handsome with a razor-sharp jawline, intense amber eyes, and a broad, muscular chest visible under the open flannel. Nails the rugged cowboy aesthetic perfectly.", "failure_tags": [] }, { "persona_id": "m10", "persona_name": "Aarav", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Indian man, eyes looking at camera, his mouth slightly parted. He is in his late twenties with a narrow oval face, sharp jawline, almond-shaped warm dark brown eyes behind thin wire-rimmed glasses pushed up his nose, straight nose bridge with a refined tip, thick straight eyebrows, short dark wavy hair slightly tousled, a small mole above his left eyebrow, and a lean swimmer's build with defined shoulders visible under a fitted olive henley. Seated at a wooden library table surrounded by stacked books during golden hour, soft natural window light, medium close-up framing, photorealistic iPhone snapshot, candid and unposed.", "image_path": "images/iteration-0014/m10-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and intense, warm dark eyes. Good hair volume. Hits the bookish-but-fit vibe well, though the frame is slightly narrow.", "failure_tags": [] }, { "persona_id": "m10", "persona_name": "Aarav", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Indian man, late-20s, eyes looking at camera, his mouth slightly parted, lean swimmer's build with broad shoulders and defined chest visible under a fitted charcoal henley, warm medium-brown skin with golden undertone, narrow oval face with a sharp jawline, almond-shaped deep warm brown eyes behind thin silver-rimmed glasses pushed up his nose, straight nose bridge with refined tip, full lower lip slightly parted over a thinner upper lip, thick straight dark eyebrows, short tousled jet-black hair with natural wave, small beauty mark on his left cheekbone, sitting at a wooden library table during golden hour light streaming through tall windows, soft natural iPhone lighting, candid amateur framing, photorealistic.", "image_path": "images/iteration-0014/m10-seed2.png", "attractiveness": 6, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 7.199999999999999, "reason": "Nice facial structure and warm eyes, but the frame is quite narrow and boyish, lacking the 'ripped' aspect of the prompt. The sleeveless top emphasizes the lack of shoulder width.", "failure_tags": [ "narrow_shoulders", "weak_frame" ] }, { "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, lean but defined build with broad shoulders visible under rolled chef whites, warm olive skin with golden undertone. Narrow oval face with sharp jawline, deep-set almond eyes in near-black brown, straight nose with subtle bump, full lower lip over thinner upper, thick straight eyebrows mostly natural, short black hair with slight natural waves and bedhead texture, day-old stubble along jaw and upper lip. Visible black ink script tattoos on both forearms from rolled sleeves. Standing in a tasting-menu kitchen with warm low ambient lighting, medium close-up framing, neutral focused expression, photorealistic iPhone shot, casual angle.", "image_path": "images/iteration-0014/m11-seed1.png", "attractiveness": 6, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 7.199999999999999, "reason": "Intense dark eyes are a positive, but the jawline is slightly soft and the expression feels a bit blank rather than smoldering. Missing the requested forearm tattoos.", "failure_tags": [ "awkward_expression" ] }, { "persona_id": "m11", "persona_name": "Yanis", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome French-Algerian man, Eyes looking at camera, his mouth slightly parted. Early-30s, lean but defined build with broad shoulders and visible forearm muscle through rolled sleeves, warm olive skin with golden undertone, narrow oval face with sharp jawline, deep-set almond eyes in near-black brown, straight nose with subtle bridge, thin upper lip over a fuller lower lip, thick straight eyebrows, short dark hair with loose natural texture slightly tousled from kitchen work, day-old stubble along jaw and upper lip, small beauty mark just below left cheekbone, wearing rolled white chef jacket with visible black-ink forearm tattoos, standing in a professional tasting-menu kitchen under warm low overhead lamps, soft natural window light mix, medium close-up framing, iPhone-shot candid realism, slight imperfection, photorealistic, no blur.", "image_path": "images/iteration-0014/m11-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong eye contact and thick, textured hair stand out. Jawline is decent but slightly softened by the stubble pattern. Frame feels a bit narrow in the chef coat.", "failure_tags": [ "narrow_shoulders" ] }, { "persona_id": "m12", "persona_name": "Seojun", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, early 30s, lean but defined build with broad shoulders tapering to a narrow waist, warm golden skin tone, Eyes looking at camera, his mouth slightly parted. Medium close-up shot in a sleek Seoul high-rise office with floor-to-ceiling windows showing the city skyline behind him, wearing a perfectly tailored navy suit with crisp white shirt, short black hair neatly styled with a subtle side part, cold sharp features including a narrow angular face with defined jawline and high cheekbones, deep-set narrow almond eyes of near-black color, straight thick eyebrows, narrow Roman nose with refined tip, thin upper lip over a fuller lower lip, straight thick natural eyebrows, subtle beauty mark just below his left eye, reserved magnetic expression, soft natural window light, slight iPhone photo imperfections, photorealistic.", "image_path": "images/iteration-0014/m12-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 6.0, "reason": "Good facial symmetry and clean grooming, but the expression is a bit blank and the mouth is firmly closed. Lacks the 'magnetic' edge requested.", "failure_tags": [ "mouth_closed", "generic_face" ] }, { "persona_id": "m12", "persona_name": "Seojun", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, early 30s, lean but defined build with broad shoulders and narrow waist visible through fabric, warm beige skin with neutral undertone, Eyes looking at camera, his mouth slightly parted. He wears a perfectly tailored navy suit with crisp white shirt, short black hair neatly slicked back with a few strands out of place, narrow oval face with sharp jawline, deep-set almond eyes in near-black with a subtle olive cast, straight thick eyebrows, straight nose bridge with refined tip, thin top lip over a fuller bottom, small beauty mark just below his left eye. Reserved magnetic expression, standing in front of floor-to-ceiling office windows overlooking Seoul at dusk, natural indoor light, photorealistic iPhone snapshot, chest-up framing, face clearly visible, no mouth obstruction.", "image_path": "images/iteration-0014/m12-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Good styling and fits the K-drama CEO archetype well, but the face feels a bit generic and lacks the 'magnetic' sharpness requested. The jawline is slightly soft for the intended cold/sharp vibe.", "failure_tags": [ "generic_face", "soft_jawline" ] }, { "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 with sun-bleached messy 2B beachy waves, lean swimmer's build, warm golden tan skin with neutral undertones. Square face with a strong jawline, deep-set almond hazel eyes, straight nose bridge and defined tip, full lower lip, thick straight eyebrows. Subtle laugh lines around the eyes emphasizing his warm crinkled smile, small freckle cluster across the nose bridge. Standing on the empty beach at sunrise in only damp board shorts, medium shot from slightly below chest level, soft natural morning light, iPhone-shot candor, photorealistic.", "image_path": "images/iteration-0014/m13-seed1.png", "attractiveness": 6, "prompt_adherence": 6, "lipsync_adherence": 10, "weighted_score": 6.8, "reason": "Good lean physique, but reads much younger than late-20s (boyish face). Hair is brown, not sun-bleached blonde. Missing the 'warm crinkled smile' (expression is quite flat).", "failure_tags": [ "wrong_age_range", "boyish_when_mature_intended", "awkward_expression" ] }, { "persona_id": "m13", "persona_name": "Finn", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Australian man, late-20s, lean swimmer's build with sloping shoulders and defined collarbones, eyes looking at camera, his mouth slightly parted. Sun-bleached blonde 2B beachy waves, messy and damp from an early surf, falling just past his ears with a side part; narrow oval face with a sharp jawline, deep-set almond eyes in clear turquoise blue, straight bridge nose with a narrow tip, full lower lip and a small defined cupid's bow, thick straight eyebrows, light golden tan skin with warm undertones and sparse freckles across the nose bridge, tiny healed scar on his left cheekbone, facial structure reminiscent of a young Chris Hemsworth but softer. Standing on the shoreline at sunrise in a casual white tank top, soft golden hour light, relaxed posture with one hand loosely at his side, medium close-up iPhone shot with natural imperfections and candid framing.", "image_path": "images/iteration-0014/m13-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Strong jawline, piercing blue eyes, and broad shoulders tapering to a lean waist. Nails the surfer aesthetic perfectly.", "failure_tags": [] }, { "persona_id": "m14", "persona_name": "Cyrus", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Iranian-British man, eyes looking at camera, his mouth slightly parted, late-20s with lean but defined build, warm olive skin with golden undertone, narrow oval face with sharp jawline, deep-set almond-shaped dark brown eyes, straight nose with refined tip, full lips curved in a bratty smirk, thick straight eyebrows, slicked-back straight jet-black hair still damp from styling product, small beauty mark just above his left cheekbone, wearing an unzipped designer black leather jacket thrown carelessly over a fitted charcoal shirt, standing against the dark stone facade of a Mayfair townhouse at night under soft yellow streetlight glow, slight three-quarter angle, medium close-up framing chest and face, photorealistic amateur iPhone shot with natural lighting and casual framing.", "image_path": "images/iteration-0014/m14-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and intense, thick-browed eyes give him a striking look. Nails the arrogant rich-kid persona perfectly. Mouth is slightly open and eyes are locked on camera.", "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, lean swimmer's build with sloping shoulders and defined collarbones, warm olive skin with golden undertone, narrow oval face with sharp jawline, deep-set almond eyes in deep brown, straight bridge nose with refined tip, full lips in a bratty entitled smirk, thick straight dark eyebrows, slicked-back jet-black hair with slight sheen, small beauty mark above right lip, wearing a carelessly unzipped black designer leather jacket over an open-collar navy shirt, standing against a luxury townhouse wall in nighttime Mayfair with soft streetlight glow, casual iPhone framing, photorealistic amateur shot.", "image_path": "images/iteration-0014/m14-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: razor-sharp jawline, intense deep-set eyes with thick brows, and a strong, broad neck/shoulder frame. Nails the arrogant rich-kid 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, early 30s, eyes looking at camera, his mouth slightly parted. He has a clear V-tapered athletic build with broad shoulders, defined upper chest visible through a grey station tee, thicker neck, and narrow waist, standing in a relaxed stop-and-talk pose inside a Chicago fire station garage under soft natural daylight, skin tone rich deep mahogany with neutral undertone, square face with strong jawline, deep-set almond-shaped warm brown eyes, straight bridge nose with rounded tip, full lips with soft natural curve, thick straight eyebrows mostly natural, short cropped black hair with a clean fade, small dimple on his left cheek, approachable warmth in his expression, photorealistic iPhone-shot amateur style with casual framing and slight natural imperfections.", "image_path": "images/iteration-0014/m15-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, broad shoulders tapering to a narrow waist, and warm, deep-set brown eyes. Excellent physical presence and clear masculine frame.", "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, athletic V-tapered torso with broad shoulders and defined upper chest visible through fabric, rich deep brown skin with warm neutral undertones, Eyes looking at camera, his mouth slightly parted. Square face with strong jawline, soft almond-shaped warm brown eyes, straight nose with rounded tip, full lips curved in an easy approachable smile, thick straight natural eyebrows, short black hair with faded sides and natural tight coils on top, small faded scar on his left cheekbone, wearing a snug dark station tee that shows his build, standing relaxed in a Chicago fire station garage with natural daylight streaming in from open bay doors, photorealistic amateur iPhone shot, soft natural lighting, candid framing, stop-and-talk pose.", "image_path": "images/iteration-0014/m15-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Strong jawline and warm, expressive eyes stand out. Good athletic build, but the smile feels slightly forced/awkward, keeping it from an 8.", "failure_tags": [ "awkward_expression" ] }, { "persona_id": "m16", "persona_name": "Theo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome German man, eyes looking at camera, his mouth slightly parted. Late-20s, lean wiry frame with narrow shoulders, long arms and elegant negative space at the collarbones, slim build with no athletic bulk, wearing a worn cream cardigan over a loose linen shirt that drapes softly on his frame, ink-stained fingers resting lightly on a wooden cafe table. Narrow oval face with sharp cheekbones, deep-set almond eyes with strikingly long lashes and pale blue-gray irises, straight narrow nose with a refined bridge, thin top lip over a slightly fuller bottom, straight thick natural eyebrows, shoulder-length dark brown hair with subtle 1B texture, slightly tousled and falling across one temple. Small beauty mark below his left eye. Sitting in a Berlin cafe at late afternoon, soft window light from the side, amateur iPhone snapshot, photorealistic, casual framing.", "image_path": "images/iteration-0014/m16-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking 'delicate intellectual' look. Standouts: piercing light eyes, sharp angular jawline, and thick tousled hair. Nails the slim, wiry frame requested.", "failure_tags": [] }, { "persona_id": "m16", "persona_name": "Theo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome German man, Eyes looking at camera, his mouth slightly parted. Late-20s with a lean wiry frame, narrow shoulders, long arms, slim elongated build, wearing a worn cream cardigan over a loose off-white linen shirt that drapes softly on his torso, ink-stained fingers resting on a wooden cafe table. Narrow oblong face with sharp cheekbones, deep-set almond eyes with long lashes, pale gray eyes, straight narrow nose with a refined tip, thin lips, straight sparse eyebrows, a small mole below his right cheek, slightly tousled shoulder-length dark brown hair with loose waves. Fair skin with cool undertone. Sitting in a Berlin cafe with soft late-afternoon window light, medium close-up framing, casual iPhone snapshot, photorealistic.", "image_path": "images/iteration-0014/m16-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking 'delicate intellectual' aesthetic. Standouts: piercing light eyes with thick lashes, sharp angular jawline, and a perfectly styled tousled mane. Nails the lean, wiry frame requested.", "failure_tags": [] }, { "persona_id": "m17", "persona_name": "Sangwoo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. Mid-20s with a slim pale frame, narrow shoulders, long limbs and elegant posture, slim collarbones visible at the open collar, cool porcelain skin with neutral undertone. Narrow oval face with soft monolid eyes in deep brown with subtle warmth, straight fine natural eyebrows, straight bridge nose with delicate tip, thin lips with gentle curve. Perfectly styled middle-part straight black hair, wire-rim round glasses. Wearing a fitted off-white linen shirt buttoned to the collar. Seated in a quiet library reading room with soft window light, slight side angle within forty degrees of front, natural iPhone framing showing upper torso and background bookshelves, photorealistic amateur snapshot.", "image_path": "images/iteration-0014/m17-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Clean, symmetrical features and nice hair, but the frame is very narrow and the overall vibe is a bit too soft/boyish for my taste. Nails the intended aesthetic, just not a standout for me.", "failure_tags": [ "narrow_shoulders", "boyish_when_mature_intended" ] }, { "persona_id": "m17", "persona_name": "Sangwoo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. Mid-20s, slim build with intentionally narrow shoulders, long limbs, slim collarbones, elegant posture. Pale skin with cool undertone. Narrow oblong face with soft jawline, soft monolid eyes in deep dark brown, straight bridge with refined nose tip, thin upper lip over a soft lower lip, straight thin natural eyebrows, perfectly styled middle-part straight black hair, wire-rim round glasses. Small beauty mark just below his right eye. Wearing a fitted off-white linen shirt buttoned to the collar. Seated at a wooden table in a quiet library reading room with soft natural window light coming from the side, chest-up framing, photorealistic amateur iPhone shot, gentle careful expression.", "image_path": "images/iteration-0014/m17-seed2.png", "attractiveness": 6, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 7.199999999999999, "reason": "Clean, symmetrical features and good skin, but the frame is very narrow and boyish, lacking masculine presence. Shirt is unbuttoned at the collar despite prompt.", "failure_tags": [ "narrow_shoulders", "weak_frame", "boyish_when_mature_intended" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Italian man, late-20s, eyes looking at camera, his mouth slightly parted, lean dancer's build with long limbs, elegant narrow shoulders with defined-but-not-bulky musculature, slim collarbones, narrow waist, warm olive skin with golden undertone, narrow oval face with sharp cheekbones, deep-set almond eyes in deep espresso brown, straight narrow nose with refined tip, soft full lips, thick straight dark eyebrows mostly natural, sleek dark brown hair pulled back in a neat low ponytail, small beauty mark below his left eye, photographed mid-stretch in a sunlit NYC dance studio with marley flooring and a barre visible in the soft-lit background, casual iPhone framing, photorealistic, natural window light, precise elongation and graceful posture.", "image_path": "images/iteration-0014/m18-seed1.png", "attractiveness": 6, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 7.6, "reason": "Striking facial structure with sharp cheekbones and intense dark eyes, but the extremely lean, almost gaunt frame limits broader appeal. Nails the dancer aesthetic perfectly.", "failure_tags": [ "narrow_shoulders" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Italian man, eyes looking at camera, his mouth slightly parted, late twenties, lean dancer's build with long limbs, elegant posture, narrow waist, and defined but not bulky musculature, light olive skin with neutral undertone, narrow oval face with sharp cheekbones, deep-set almond eyes of deep espresso brown, straight refined nose, soft full lips, thick straight eyebrows, dark brown straight hair pulled back in a neat low ponytail, small beauty mark above his right eyebrow, wearing a fitted black tank top mid-stretch in a sunlit dance studio with marley flooring and a barre visible in the background, amateur iPhone shot, photorealistic, natural window light, casual framing", "image_path": "images/iteration-0014/m18-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Striking bone structure and intense dark eyes, but the extremely narrow frame and very long neck push him slightly out of conventional attractiveness for me. Nails the dancer aesthetic perfectly.", "failure_tags": [ "narrow_shoulders" ] }, { "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 grad student with a lean slim build and soft posture, fair skin with cool undertone, soft oval face, almond-shaped hazel eyes with green flecks, gentle sloping nose with a rounded tip, natural lips with a fuller bottom, soft natural eyebrows, soft auburn hair in a loose half-up with fine strands framing her face and light freckles across her nose, wearing an oversized cream cardigan open over a thin white cami, sitting by a coffee shop window in soft natural daylight, photorealistic iPhone shot, casual framing, neutral expression.", "image_path": "images/iteration-0014/f01-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Above-average with two specific standouts: striking hazel/green eyes and full, well-defined lips. Matches the bookish girl-next-door persona perfectly. Lips are parted and eyes are on camera.", "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 grad student with a slim natural build, soft oval face, wide-set almond hazel eyes, small upturned nose, naturally full lips, gently arched brows, light freckles scattered across her nose, soft auburn hair in a loose half-up with a few strands falling forward, wearing an oversized cream cardigan over a thin white cami, sitting at a wooden table in a quiet Austin coffee shop bathed in warm window light, slight natural smile, photorealistic amateur iPhone shot, soft natural lighting, candid framing.", "image_path": "images/iteration-0014/f01-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Above average. Striking green eyes and natural freckles stand out, but the overall facial structure is slightly wide and the expression feels a bit generic.", "failure_tags": [ "generic_face" ] }, { "persona_id": "f02", "persona_name": "Camila", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful Latina woman, late 20s, warm golden-olive skin with neutral undertone, Eyes looking at camera, her mouth slightly parted. Athletic toned build with broad shoulders, visible upper chest definition through fabric, narrow waist and thick forearms, narrow oval face with sharp jawline, deep-set almond eyes in deep amber-brown, straight nose with rounded tip, full lips with a soft cupid's bow, thick straight brows, dark brown hair pulled into a high tight ponytail with a few loose strands, small beauty mark above her right lip, single small black geometric tattoo on her left inner forearm, wearing a fitted black tank top, standing in a bright Miami gym with mirrors behind her, relaxed confident stance with one hand on hip, soft natural window light, amateur iPhone shot, photorealistic, casual framing.", "image_path": "images/iteration-0014/f02-seed1.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 8.4, "reason": "Striking features: strong jawline, thick arched eyebrows, and full lips. Athletic build is clear. Missing the forearm tattoo and confident grin (expression is neutral).", "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 athletic fitness coach with a toned V-tapered build, broad shoulders, defined upper chest and arms visible through her black sports bra, narrow waist, warm tan skin with golden undertones, narrow oval face with a sharp jawline, almond-shaped deep espresso-brown eyes, straight bridge nose with a refined tip, full lips slightly parted in a cocky-warm confident grin, thick straight brows, dark brown hair pulled into a high tight ponytail with a few loose strands, small script tattoo on her left forearm, standing in a Miami gym with mirrored walls and weight racks in soft natural window light, iPhone-shot amateur style, photorealistic, casual framing, neutral background.", "image_path": "images/iteration-0014/f02-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: strong jawline, thick arched eyebrows, and full lips. Athletic physique matches the prompt perfectly. Definite right swipe.", "failure_tags": [] }, { "persona_id": "f03", "persona_name": "Yujin", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful Korean woman, eyes looking at camera, her mouth slightly parted. Mid-20s, lean but defined build with slim elegant shoulders and long limbs, warm ivory skin with golden undertone and dewy finish. Soft oval face with gentle jawline, large doe eyes with sharp inner corners in deep espresso brown, soft natural brows with a subtle arch, small button nose with rounded tip, full soft lips with a gentle cupid's bow, tiny beauty mark above her right cheekbone. Soft long dark hair in loose 1B texture falling past the shoulders, slightly tousled from the day. Wearing a pastel mint oversized hoodie, casual stop-and-talk pose seated at a small cafe table in Seoul with natural window light, soft iPhone-shot realism, face angled gently toward camera.", "image_path": "images/iteration-0014/f03-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Three specific standouts: flawless dewy skin texture, perfectly proportioned full lips, and striking doe eyes with sharp inner corners. 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. A 24-year-old with lean slim build and dewy cool-fair skin that has a luminous K-beauty glow, soft oval face with gentle contours, large doe eyes with sharp inner corners in warm dark brown, small upturned nose, plush soft lips, softly arched natural brows, soft long dark hair with subtle 1B waves loosely falling past her shoulders, tiny beauty mark below her left eye, wearing a pale mint oversized hoodie, seated casually on a windowsill in a sunlit Seoul apartment with soft natural daylight, photorealistic iPhone snapshot, slight casual framing, neutral expression.", "image_path": "images/iteration-0014/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 subtle beauty mark. Nails the idol-trainee vibe perfectly.", "failure_tags": [] }, { "persona_id": "f04", "persona_name": "Naomi", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful mixed Black-Japanese woman, eyes looking at camera, her mouth slightly parted. Late twenties with a slim build, long limbs and elegant posture, warm tawny brown skin with golden undertones, narrow oval face with soft jawline, almond-shaped deep-set eyes in warm dark brown with honey flecks, straight bridge nose with rounded tip, medium-full lips with defined cupid's bow, naturally arched thick eyebrows, short cropped 3C curly textured hair in a casual bedhead state, small beauty mark above her right cheekbone; wearing paint-stained denim jacket over a simple tee, sitting at a wooden table in a quiet Brooklyn coffee shop with soft window light, focused calm expression, medium close-up framing, photorealistic amateur iPhone shot.", "image_path": "images/iteration-0014/f04-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: large expressive almond eyes, full symmetrical lips, and excellent skin texture. Very strong prompt match with the paint-stained denim and coffee shop setting. Lips are parted and eyes are on camera.", "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 with slim build, long limbs, slim collarbones, and elegant posture. Warm medium-brown skin with golden undertones. Narrow oval face with soft jawline, almond-shaped deep brown eyes, straight narrow nose with rounded tip, full lips with defined cupid's bow, thick natural brows. Short cropped 3B curly textured hair, slightly tousled. Small beauty mark above her left cheekbone. Wearing paint-stained denim jacket over a simple tee, sitting at a wooden table in a Brooklyn coffee shop with soft window light, iPhone-shot vibe, focused calm expression, medium shot framing shoulders and face.", "image_path": "images/iteration-0014/f04-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Above average. Two specific standouts: striking almond-shaped eyes with thick natural brows, and full, well-defined lips. Very pretty but lacks the third standout needed for an 8.", "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, lean but defined build, pale fair skin with cool undertone, Eyes looking at camera, her mouth slightly parted. She has a soft oval face with gentle cheekbones, almond-shaped pale blue-gray eyes behind round thin wire-rim glasses, a narrow straight nose with a soft rounded tip, full lower lip and a narrower defined upper lip, softly arched natural eyebrows, soft blonde 2B waves falling loosely to her shoulders with a side part and slight natural movement, a tiny beauty mark just above her left cheekbone, wearing a cream high-neck blouse under a soft sage-green knit cardigan, seated in a cozy Brooklyn apartment with bookshelves behind her, soft window light, amateur iPhone snapshot, photorealistic, natural candid framing.", "image_path": "images/iteration-0014/f05-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: full symmetric lips, sharp jawline, and striking blue eyes framed by thick brows. Nails the librarian aesthetic perfectly.", "failure_tags": [] }, { "persona_id": "f05", "persona_name": "Anya", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Polish woman, late 20s, lean but defined build with elegant posture and soft shoulders, light fair skin with cool undertone, eyes looking at camera, her mouth slightly parted. She has a soft oval face with a gentle jawline, wide-set almond eyes in soft gray-blue, a small straight nose with a rounded tip, small bow-shaped lips, straight light-blonde eyebrows, shoulder-length soft blonde waves with a natural center part and loose strands framing her face, wearing thin wire-rim round glasses, a cream cable-knit cardigan over a high-neck ivory blouse, seated naturally at a wooden library table with books in soft window light, amateur iPhone shot, photorealistic, slight natural imperfections.", "image_path": "images/iteration-0014/f05-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: full symmetric lips, strong jawline, and piercing blue eyes. Very attractive despite the conservative styling.", "failure_tags": [] } ], "aggregates": { "male_count": 36, "female_count": 10, "male_attractiveness_mean": 6.805555555555555, "male_attractiveness_stdev": 1.0754700379225521, "female_attractiveness_mean": 7.7, "female_attractiveness_stdev": 0.45825756949558405, "male_weighted_mean": 7.7555555555555555, "female_weighted_mean": 8.58, "lipsync_adherence_mean": 9.673913043478262, "prompt_adherence_mean": 9.0, "failure_tag_histogram": { "awkward_expression": 7, "boyish_when_mature_intended": 6, "narrow_shoulders": 10, "wrong_ethnicity": 1, "generic_face": 4, "weak_frame": 4, "wrong_age_range": 4, "bad_skin": 1, "mouth_closed": 2, "soft_jawline": 2 }, "axes": [ [ "attractiveness", 0.6 ], [ "prompt_adherence", 0.2 ], [ "lipsync_adherence", 0.2 ] ] }, "baseline_metrics": { "male_count": 36, "female_count": 10, "male_attractiveness_mean": 7.027777777777778, "male_attractiveness_stdev": 1.1422713997195606, "female_attractiveness_mean": 7.7, "female_attractiveness_stdev": 0.45825756949558405, "male_weighted_mean": 7.883333333333334, "female_weighted_mean": 8.440000000000001, "lipsync_adherence_mean": 9.130434782608695, "prompt_adherence_mean": 9.369565217391305, "failure_tag_histogram": { "awkward_expression": 4, "generic_face": 2, "bad_skin": 2, "extreme_close_up": 1, "mouth_closed": 5, "styling_dominates": 1, "narrow_shoulders": 2, "soft_jawline": 1, "uncanny": 5, "bad_grooming": 1, "asymmetric_eyes": 1, "weak_frame": 1, "boyish_when_mature_intended": 1 }, "axes": [ [ "attractiveness", 0.6 ], [ "prompt_adherence", 0.2 ], [ "lipsync_adherence", 0.2 ] ] }, "eps": 0.3, "pass": false, "pass_reason": { "fail_reason": "male attractiveness did not improve (-0.222)", "male_uplift": -0.22222222222222232 } }