{ "iteration": 26, "timestamp": "2026-06-03T15:24:55", "wall_clock_seconds": 297.4, "prompt_snapshot_path": "prompts/iteration-0026.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, sitting on the edge of an unmade bed in a dim Brooklyn loft with exposed brick visible behind him. Narrow oval face with a sharp jawline softened by slight stubble, deep-set dark hazel eyes with a melancholic intensity, straight nose with a refined tip. Soft medium-brown hair falling across his forehead and into his eyes, slightly tousled as if he just woke or ran his hand through it. Full lips with a natural asymmetric curve, sparse dark brows. Lean swimmer's build visible through a faded vintage band tee, sloping shoulders with defined collarbones, wiry forearms resting on his thighs. Pale cool undertone skin with a slight 5 o'clock shadow. The expression is quietly introspective, almost vulnerable\u2014the kind of stillness before someone speaks something honest. Soft golden-hour light filtering through a window, casting half his face in shadow. A guitar neck barely visible in the lower left corner. The vibe is candid, intimate, late-night-thinking energy\u2014not posed, like you caught him between songs.", "image_path": "images/iteration-0026/m01-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.800000000000001, "reason": "Sharp defined jawline with clean angles, dark deep-set eyes projecting genuine brooding intensity. Slim build but shoulders are notably narrow under the tee, keeping him out of 8 territory. Indie-attractive, not model-level.", "failure_tags": [ "narrow_shoulders" ] }, { "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, sitting on the edge of an unmade bed in a sparse Brooklyn loft, soft natural window light casting half his face in shadow. Narrow oval face with a sharp jawline, deep-set dark brown eyes with a slightly haunted intensity, straight nose with a defined bridge, thin upper lip over a fuller lower lip, minimal facial hair. Straight dark brown hair falling past his forehead and into his eyes, tousled and slightly damp as if he just woke or stepped inside from cool air. Lean swimmer's build, visible collarbones and defined chest through an oversized faded band tee, long fingers resting on his thigh. Sparse bedroom behind him\u2014gray walls, one small window with thin curtains, a guitar leaning against the wall. Expression quiet and introspective, the faint suggestion of melancholy, as if caught mid-thought before a performance or after one. Cool undertone porcelain skin. Soft 35mm film photography aesthetic, slight grain, natural imperfect framing.", "image_path": "images/iteration-0026/m01-seed2.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 9, "weighted_score": 8.2, "reason": "Sharp angular jawline with clean definition, deep-set dark eyes delivering genuine brooding intensity direct to camera, prominent high cheekbones giving the face real structure. Three specific anatomical standouts. Hair runs darker than 'soft brown' and isn't quite falling in eyes as described.", "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, standing in golden late-afternoon beach light wearing a fitted charcoal athletic tank that shows off broad shoulders and defined upper chest, V-tapered muscular build with a thick neck and prominent sternocleidomastoid line. Face shape is a square jaw softened by high cheekbones, warm honey-brown eyes set wide and slightly downturned with thick dark lashes, straight Roman nose with a tapered tip, full lips with a natural cupid's bow tilted in an easy half-smile \u2014 the kind that reads as \"I know I'm charming and I'm amused by it.\" Dark thick brows, almost no arch, mostly natural. Black hair cut short on the sides, longer on top with a casual tousled texture, still slightly damp from the beach or a recent shower. Faint stubble along his jaw. Lightweight linen shorts in cream or gray. Barefoot on the sand or wooden boardwalk, warm ocean light catching his skin tone \u2014 a tan golden-brown with warm undertone. His whole posture reads \"stopped mid-conversation, fully present, the guy who actually listens.\" Natural candid iPhone photo, soft diffused light, slight motion blur in the background, no studio setting.", "image_path": "images/iteration-0026/m02-seed1.png", "attractiveness": 6, "prompt_adherence": 7, "lipsync_adherence": 7, "weighted_score": 6.4, "reason": "Visible arm and shoulder muscle definition gives one genuine positive, but soft rounded jawline undercuts any masculine edge, expression reads flat/neutral not cocky-warm, and the overall face is forgettable. No scroll-stopping feature.", "failure_tags": [ "soft_jawline", "low_chemistry", "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, eyes looking at camera, his mouth slightly parted, mid-20s with an easy confident smile, standing in beach-soft afternoon light wearing a fitted gray tank top that frames broad V-tapered shoulders and a defined upper chest, thick neck and sternocleidomastoid line visible, biceps and forearms toned and present. His face is angular with a strong square jawline, warm deep-set brown eyes with a slight downward tilt, thick straight dark eyebrows, and a nose with a straight bridge and slightly rounded tip. Full lips with a natural asymmetric curve \u2014 the kind that reads as genuinely amused rather than posed. His dark hair is textured, slightly tousled and damp from salt air or a recent shower, swept back casually off his forehead. Light stubble shadows his jawline. One small scar runs just above his left eyebrow \u2014 barely noticeable but real. His skin is warm deep tan with a golden undertone, with sparse freckles scattered across his shoulders and collarbone. Waist narrow relative to his shoulders, athletic posture. Shot as a candid moment \u2014 he's leaning slightly against a weathered wooden beach shack wall, late-afternoon sun casting soft shadows, his expression caught between relaxed and that flash of knowing charm. Natural, unretouched, the vibe of a text that always gets answered.", "image_path": "images/iteration-0026/m02-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.800000000000001, "reason": "Genuinely charming half-smirk with confident direct eye contact is the real hook; visible deltoid and bicep definition through the tank confirms gym work. Jawline is present but not sharply angular \u2014 not enough for a third standout to push to 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, sitting cross-legged on a worn studio stool surrounded by scattered sketchbooks and colored pencils. Tall lean frame with long limbs, subtle defined collarbones visible beneath an open cream linen shirt layered under a soft sage-green cardigan in a loose knit. Narrow oval face with a sharp jawline, soft monolid eyes set slightly deep with a calm contemplative gaze, warm medium brown irises, straight dark brows with minimal grooming. Small nose with a rounded tip and a soft bridge, thin top lip and fuller bottom lip forming a quiet natural mouth. Ink stains on his left hand fingers\u2014thumb, index, middle\u2014faded but visible. Shoulder-length dark brown hair with a center part, slightly tousled and freshly fallen across one side of his face, a few strands stuck to his temple as if from a long afternoon of work. Soft warm window light from the side, slightly cool undertones in the shadows. Indoor studio setting, neutral warm-lit background slightly out of focus. Gentle, unhurried presence\u2014the expression of someone pausing mid-thought, a hint of a tired but content half-smile. Amateur iPhone candid quality, natural skin texture, no retouching.", "image_path": "images/iteration-0026/m03-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.800000000000001, "reason": "Two clear standouts: medium-length flowing dark hair with strong face-framing effect, and clean symmetric facial structure with even, clear skin tone. Jawline is somewhat soft which caps the ceiling. Pleasant but not scroll-stopping.", "failure_tags": [ "soft_jawline" ] }, { "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, in his late twenties, tall and lean with a subtle swimmer's build\u2014sloping shoulders, defined collarbones visible through an open cream linen shirt layered under a charcoal cardigan, elegant negative space at the shoulders, long limbs. Warm honey-toned skin with a neutral undertone. Narrow oval face with a sharp jawline, soft monolid eyes with a gentle inner crease and thick natural lashes, warm deep-brown irises, straight nose with a slightly rounded tip, small bow-shaped mouth with a defined cupid's bow. Dark hair, shoulder-length and slightly textured, parted slightly off-center, with a few strands catching light\u2014the look of someone who just pushed hair back from their face while drawing. Fine straight eyebrows, mostly natural. A single small ink smudge on the back of his left hand, visible resting near his cardigan pocket. Slight asymmetric dimple on his right side. Sitting by a window with soft afternoon LA light, a sketchbook and pencils softly out of focus on a wooden table beside him, his expression calm and thoughtful, as if caught mid-pause from creative work. Medium shot, intimate but unhurried, the feeling of a quiet moment in a studio apartment.", "image_path": "images/iteration-0026/m03-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Sharp angular jawline, soft monolid eyes with direct brooding gaze pulling real attention, high prominent cheekbones adding structure, clean facial symmetry with smooth skin. Four clear standouts \u2014 legitimately above-average face.", "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, seated at the mahogany bar counter in soft warm lamplight. Deep rich mahogany skin with warm undertone, narrow oval face with a sharp defined jawline, close-set deep-set dark brown eyes with a slight downturned outer edge, straight nose with a refined bridge, full lips with a subtle asymmetric curve. Short natural fade haircut, precise grooming, sparse but deliberate facial hair along the jawline. Forearms visible and bare, displaying fine-line geometric tattoos in black ink along his inner wrists and forearms. Black fitted button-up shirt, sleeves rolled to mid-forearm, V-neck showing defined collarbones and upper chest. Lean swimmer's build with visible shoulder definition, sternocleidomastoid line, narrow waist. A worn philosophy paperback (Camus or Foucault spine visible) rests on the bar beside a lowball glass. Expression calm and present, the kind of attentive quiet that comes from listening. Soft hotel bar ambiance\u2014low warm Edison bulbs, out-of-focus bottles and glasses behind him, slight depth of field. Natural skin texture, no makeup. Candid but composed, as if pausing mid-conversation. Medium shot, mid-chest framed.", "image_path": "images/iteration-0026/m04-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 9, "weighted_score": 8.6, "reason": "Sharp angular jaw with prominent cheekbones, broad athletic frame filling the fitted shirt, direct intense eye contact anchored by deep-set dark eyes, and lean muscular forearms with visible tattoos \u2014 3+ clear standouts, easily date-worthy.", "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, warm deep-brown skin with a neutral undertone. Seated at the polished mahogany bartender's station, an open philosophy paperback resting on the counter beside him, soft golden hour light filtering through the hotel bar's tall windows behind him.\n\nFace: sharp rectangular with a defined jawline and prominent cheekbones, deep-set dark brown eyes with a warm gaze, straight nose with a refined bridge, full symmetrical lips with a natural ease to them. Closely cropped dark hair with subtle texture, clean-lined beard grooming with a precise lower-jaw fade. Subtle scar through his left eyebrow\u2014a small lived-in imperfection.\n\nBuild: lean but defined swimmer's build, broad shoulders visible through a fitted black dress shirt with the sleeves rolled to mid-forearm, revealing intricate geometric and botanical tattoo work wrapping both arms, sharp collarbones, narrow waist. Forearms show deliberate musculature without bulk\u2014the frame of someone who moves with intention.\n\nExpression: calm, present, the kind of face that makes you feel heard. Not smiling wide, but a soft baseline warmth. His gaze suggests he's genuinely attending to the person across the bar. Hands relaxed on the counter, one finger absently marking his place in the book. Ambient bar glow catching the edge of his face, soft shadows under his cheekbones. Shot from a slight low angle, framing the bar's brass rail and bottles blurred behind him. Natural, unhurried, candid\u2014he's not aware the photo is being taken.", "image_path": "images/iteration-0026/m04-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 8.2, "reason": "Sharp angular jawline with clear bone structure; noticeably broad athletic shoulders tapering lean even seated; direct intense eye contact projecting genuine presence. Three specific standouts \u2014 legitimately top 15%. No major flaws dragging it down.", "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, standing at a sun-drenched skate park during golden hour. Lean swimmer's build with sloping shoulders, defined collarbones visible through a faded black band tee with a small hole near the collar, worn-soft fabric draping naturally. Half-sleeve tattoo on his left arm\u2014geometric linework and script intermingling down to his wrist\u2014visible as he leans casually against concrete.\n\nFace: narrow oval with a sharp jawline softened by a few days of stubble, warm olive skin with golden undertone. Deep-set dark brown eyes\u2014nearly black\u2014with a slight downturned outer corner, heavy lashes, the kind that catch light even in candid shots. Straight nose with a refined tip, full lips with a natural cupid's bow and a small asymmetric dent in his lower lip from an old skating fall, giving his smile an endearingly crooked edge. Dark tousled hair\u2014wavy, shoulder-grazing, with that deliberately undone bedhead texture from a day outdoors, a few strands falling across his forehead.\n\nRipped light-wash jeans, fraying at the thighs. Bare ankles, worn skate shoes. One small scar visible on his right cheekbone\u2014thin and pale, barely noticeable unless the light hits it. His expression is genuinely sweet despite the aesthetic: that disarming boyish smile, unguarded.\n\nConcrete ramp and blue sky behind him, soft golden light raking across his face and torso, shadows defining his lean frame.", "image_path": "images/iteration-0026/m05-seed1.png", "attractiveness": 7, "prompt_adherence": 7, "lipsync_adherence": 9, "weighted_score": 7.4, "reason": "Warm symmetrical smile with clean teeth that reads genuinely charming; dark wavy textured hair with natural volume and movement; defined jawline on olive Mediterranean skin. Frame is lean/narrow and he reads early 20s, not late-20s. Tattoos are minor wrist pieces, not half-sleeves.", "failure_tags": [ "narrow_shoulders", "wrong_age_range", "weak_frame" ] }, { "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 a sweet boyish smile that contradicts his edgy presentation. Lean but defined build with visible upper body muscle and a narrow waist, broad sloping shoulders, wiry forearms.\n\nNarrow oval face with a sharp jawline softened by full cheeks, warm olive skin with a golden undertone. Deep-set warm brown eyes with a slight downward tilt at the outer corners, thick dark brows that are naturally full and slightly ungroomed. Straight nose with a subtle bulbous tip, full lips with a defined cupid's bow, dark hair with a tousled bedhead texture\u2014longer on top, swept to the side, dark brown with a slight wave.\n\nHalf-sleeve tattoos visible on his right arm (detailed geometric and script work, tastefully rendered). Wearing a faded black band tee with small holes, vintage ripped light-wash jeans with real wear and fraying, no shirt under the tee, bare forearms and wrists. A small silver chain at the neck.\n\nSitting loosely on a concrete bench at a skate park, late golden hour light cutting across his face, casting warm amber and soft shadow. Behind him, out of focus, the smooth concrete bowl and steel rails of the park. His expression is relaxed, slightly amused, the light catching the texture of his hair and the side of his face. The frame is medium close-up, shot at a gentle low angle. Soft natural light, amateur phone photography feel, genuine and unstaged.", "image_path": "images/iteration-0026/m05-seed2.png", "error": "judge: ValueError: OpenRouter model 'anthropic/claude-sonnet-4.6' returned content=None (finish_reason='length')", "attractiveness": 1, "prompt_adherence": 1, "lipsync_adherence": 1, "weighted_score": 1.0, "reason": "", "failure_tags": [ "pipeline_error" ] }, { "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, early 30s with silvered temples and mature composure. Sitting in a modern downtown Chicago office, late afternoon window light catching the side of his face. Dark charcoal suit jacket unbuttoned at the collar, revealing a crisp white shirt underneath with the top button undone. His expression is calm and present\u2014not smiling, just open and direct.\n\nAngular face with a strong squared jawline and defined cheekbones, olive skin with warm golden undertone. Deep-set dark brown eyes with a slight intensity and steady gaze, thick straight brows with natural grooming. Straight nose with a refined bridge and proportionate tip. Full lips with a sharp cupid's bow and natural definition. Dark textured hair, side-parted, with distinguished silver threading at both temples and subtle gray throughout\u2014not fully gray, but enough to read as mature without aging him.\n\nBuild: broad shoulders filling the suit jacket well, V-tapered torso visible through the fitted fabric, strong neck with visible sternocleidomastoid definition. Sitting posture is relaxed but upright\u2014one hand resting on the desk or armrest, the other loose at his side. No watch or jewelry visible, understated. The light is soft and natural, catching the grain of the suit and the planes of his face. Photorealistic, candid, shot from a slight distance that shows his torso and arms in the frame. The vibe is quiet confidence\u2014a man comfortable in his skin, no performative swagger.", "image_path": "images/iteration-0026/m06-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 8.2, "reason": "Sharp angular jawline with close stubble, deep-set dark eyes delivering genuinely intense direct gaze, silver-streaked temples adding real distinguished weight, and high-set cheekbones with angular face geometry. Four clear standouts \u2014 strong 8, not quite top-5% scroll-stop.", "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, early 35, sharp-featured face with a narrow oval shape and a strong angular jawline. Deep-set dark brown eyes with an intense, steady gaze and slight crow's feet that read as lived-in confidence. Straight nose with a defined bridge, thin upper lip over a fuller lower lip, and a composed, almost contemplative expression. Salt-and-pepper hair\u2014dark brown with silver threading at the temples and along the sideburns\u2014tousled and slightly longer on top, swept back casually. Strong, defined eyebrows, dark and straight, with a small natural gap. Warm olive skin with a golden undertone and light stubble along his jawline.\n\nV-tapered athletic build visible through an unbuttoned charcoal suit jacket\u2014broad shoulders, defined upper chest visible where the white dress shirt opens at the neck, strong sternocleidomastoid line, thick neck. Sitting at a desk by a floor-to-ceiling Chicago office window, late afternoon light casting long shadows across his face, soft and flattering. One hand resting on the desk near a glass of water, relaxed but alert posture. The expression balances protective authority with approachability\u2014confident without coldness, the kind of man who listens before he speaks. Slight five-o'clock shadow, expensive watch visible at the cuff. Photoreal, natural light, intimate and candid.", "image_path": "images/iteration-0026/m06-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 7, "weighted_score": 8.0, "reason": "Sharp angular jawline defined by salt-and-pepper stubble; deep-set dark eyes with genuinely magnetic, unwavering gaze; thick wavy hair with natural silver at temples adding distinction; strong Mediterranean bone structure with olive warmth. Clear 8.", "failure_tags": [ "off_angle" ] }, { "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 a warm open expression and golden-retriever boyfriend energy.\n\nSoft oval face with a slightly rounded chin, large warm doe-like eyes with a double-lid structure and a subtle inner crease, rich dark-brown irises with a liquid quality, small straight nose with a soft rounded tip, small bow-shaped mouth with fuller lower lip and a gentle asymmetric smile. Thick straight eyebrows with a soft natural arch, sparse and feathered at the tails. Tousled dark-brown hair with a slight wave, shoulder-length layers falling across his forehead and ears, freshly washed with a lived-in texture, slight bedhead on one side. One small beauty mark below his left collarbone.\n\nLean swimmer's build with sloping shoulders and defined collarbones visible at the neckline, long elegant limbs. Wearing an oversized cream-colored wool sweater with ribbed cuffs, soft and oversized enough to slip off one shoulder slightly, creating negative space at the neck.\n\nSeated at a small wooden cafe table by a large window with soft diffused afternoon light, warm golden hour glow filtering across his face, creating gentle shadows. Shallow depth of field, slightly blurred vintage-aesthetic cafe interior behind him \u2014 soft-focus warm tones. Shot from a low-medium angle, candid iPhone snapshot quality with natural color and slight grain. Tender, approachable, genuinely kind expression.", "image_path": "images/iteration-0026/m07-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 6, "weighted_score": 7.2, "reason": "Two clear standouts: warm, genuinely expressive brown eyes with natural depth, and well-textured tousled hair with brown highlights that reads effortlessly styled. Jawline is soft and frame is hidden by seated pose and loose sweater \u2014 can't push to 8 without confirmed third anatomical standout.", "failure_tags": [ "soft_jawline", "mouth_closed" ] }, { "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 gentle golden-retriever warmth, sitting in a Tokyo caf\u00e9. Narrow oval face with soft high cheekbones, large warm dark-brown eyes with a slight upturned outer corner and thick natural lashes, small straight nose with a delicate tip, full symmetrical lips with a natural soft pink tone. Fine dark-brown hair tousled and slightly fallen across his forehead, healthy sheen suggesting just-woken bedhead. Lean swimmer's build with sloping shoulders visible under an oversized cream wool sweater, collarbone faintly visible at the neckline. Cool porcelain skin with a subtle peachy undertone. Warm gentle expression, almost smiling but lips parted just enough to show the gap \u2014 the kind of face that makes you want to confide in him immediately. Soft window light from the caf\u00e9 behind him, no harsh shadows. Shot from a medium-close angle, slightly angled left, natural and candid as if captured mid-conversation. Vintage wooden caf\u00e9 table edge visible at frame bottom, warm caf\u00e9 ambiance blurred in background.", "image_path": "images/iteration-0026/m07-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.800000000000001, "reason": "Genuinely above-average: flawless even-toned skin with no blemishes, and warm dark eyes with a direct, soulful gaze that holds attention. Soft jawline and hidden frame prevent any higher score \u2014 cute but not scroll-stopping.", "failure_tags": [ "soft_jawline", "low_chemistry" ] }, { "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, caught mid-smile with an unexpectedly warm and gentle expression that contrasts with his fighter's presence.\n\nLean, V-tapered torso with defined upper chest and shoulders visible through a fitted black tank top, narrow waist, thick forearms and sternocleidomastoid line from years of grappling. Long athletic build with the posture of someone comfortable in his own skin.\n\nSquare face with a sharp jawline softened by that genuine smile, warm deep-brown eyes set wide and slightly downturned at the outer corners\u2014the kind that crinkle when he grins. Straight nose with a defined columella, full lips with a natural symmetry and slightly fuller bottom lip. Black eyebrows, straight and thick, mostly natural with minimal grooming. Dark wavy hair, chin-length with a tousled lived-in texture, side-parted and falling slightly across his forehead.\n\nVisible cauliflower ear on his right side\u2014scarred and slightly thickened from years on the mat, a quiet badge of his sport that reads as authenticity, not aggression. A few scattered scars on his shoulders and upper arms, healed and pale.\n\nShot from chest-up in a S\u00e3o Paulo fight gym\u2014worn mats and heavy bags blurred in the background, late-afternoon natural light streaming through industrial windows, catching the sheen of post-training sweat on his skin. He's standing still but radiates calm intensity, like he just stepped off the mat and is genuinely present in this moment.", "image_path": "images/iteration-0026/m08-seed1.png", "attractiveness": 6, "prompt_adherence": 7, "lipsync_adherence": 9, "weighted_score": 6.8, "reason": "Warm, toothy genuine smile is his one clear standout. Otherwise: soft jawline, boyish face that reads early-20s not late-20s, arms lean but not ripped. Nothing scroll-stopping. Single positive keeps him at 6.", "failure_tags": [ "soft_jawline", "boyish_when_mature_intended", "weak_frame" ] }, { "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 20s, standing in a fight gym with heavy bags and rope rig softly blurred behind him. Lean and densely muscled\u2014defined upper chest and shoulders visible through a fitted black tank top, wiry forearms with visible vascularity, narrow waist. Athletic posture, relaxed but grounded.\n\nFace: square jawline with a slight forward cant, warm deep-brown eyes with a gentle downturned quality, strong brow ridge, defined but not bulky cheekbones. Straight nose with a slightly broad tip. Full lips with a natural soft curve\u2014the kind of mouth that breaks into an easy smile. One cauliflower ear (left side, modest deformation from years on the mat) that reads as authentic, not extreme. Black hair cut short and textured, slightly damp from gym sweat.\n\nExpression: that specific softness that contradicts the fighter's build\u2014relaxed shoulders, eyes warm and welcoming rather than intense. A hint of a genuine smile, not a grimace. The lighting catches sweat on his upper chest and brow, golden-hour gym light filtering through high windows. Slight five-o'clock shadow. Casual, invulnerable-but-kind energy.", "image_path": "images/iteration-0026/m08-seed2.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 9, "weighted_score": 7.6000000000000005, "reason": "Two clear standouts: rounded, defined deltoids tapering into athletic arms showing real muscle density; warm symmetrical slight smile that reads genuinely gentle against the fighter context. Jawline is decent but soft \u2014 not a third standout. Stops scroll but doesn't stop the subway.", "failure_tags": [ "soft_jawline", "generic_face" ] }, { "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, sun-weathered ranch hand in rural Montana. Broad V-tapered shoulders and thick neck visible under a faded burgundy flannel shirt, sleeves rolled to the elbows exposing tanned forearms with light definition. Dark cowboy hat pulled low, casting a shadow across his upper face but leaving his eyes and mouth fully visible and readable for lipsync. Strong square jawline with 3-day dark stubble, deep-set brown eyes with a slight crease at the corner, intense and weathered. Straight nose with a slightly rounded tip, thin-lined mouth with natural asymmetry, lower lip slightly fuller. Dark straight eyebrows, thick and expressive. Sun-damaged tan skin with warm golden undertone, a few faint sun spots across his cheekbones and bridge of his nose. Dark brown hair visible at the temples under the hat brim. Slight scar on his left cheekbone\u2014thin, healed, barely visible. Seated on a weathered fence rail in golden-hour late afternoon light, dust and ranch backdrop soft behind him. Candid, tired-but-present expression, like he's just paused from work to talk. Natural, unretouched, shot on an older digital camera with warm color cast.", "image_path": "images/iteration-0026/m09-seed1.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 7, "weighted_score": 7.8, "reason": "Sharp angular jawline with clean stubble, deep-set intense brown eyes under strong brow ridge, broad shoulders visibly filling the worn work shirt. Three clear standouts. Eyes drift slightly off-camera which costs him a 9.", "failure_tags": [ "eyes_averted" ] }, { "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, early 30s with a weathered sun-bronzed face and dark stubble across his jaw. Broad V-tapered shoulders filling a faded red-and-black plaid flannel shirt, sleeves rolled to the forearms showing defined sun-darkened skin. A worn Stetson casts a shadow across his eyes\u2014deep-set, narrow, and ice-blue with an unwavering stare. Strong square jawline, prominent sternocleidomastoid muscle visible at the neck, nose with a slight Roman bridge and a defined tip suggesting a past break. Thin, asymmetric mouth with a barely-there scar at the corner lip. Dark thick brows, naturally low and serious. Short dark brown hair, tousled and sun-bleached at the tips. Sparse stubble-shadow freckles across his nose bridge and cheekbones. Leaning against a weathered wooden fence post in golden-hour ranch light, late afternoon, dust particles catching warm amber rays. Rural Montana backdrop\u2014distant treeline, fencing, open sky. Candid, naturally lit, slightly grainy iPhone photography. Magnetic and hardened, not soft.", "image_path": "images/iteration-0026/m09-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Sharp angular jawline with clean stubble definition; piercing pale blue-grey eyes delivering direct magnetic intensity; strong cheekbone and brow ridge structure \u2014 three clear anatomical standouts that earn the 8. Sun-weathered complexion reinforces the gestalt.", "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, seated at a worn wooden library table bathed in golden-hour sunlight streaming through tall windows behind him. Narrow oval face with a sharp jawline, deep-set warm dark brown eyes with a slight scholarly intensity, straight nose with a defined bridge, full lower lip beneath a thinner cupid's bow. Black-framed glasses pushed casually up his nose, slightly crooked when he glances up from an open book. Thick straight dark hair, just slightly tousled from running a hand through it, falling across his forehead. Sparse but visible dark stubble along his jaw and upper lip.\n\nFitted cream linen henley clinging subtly to a lean swimmer's build\u2014defined collarbones, visible upper chest definition, narrow waist relative to broad sloping shoulders, strong forearms resting on the desk. One hand holding a thick hardcover textbook, the other relaxed near a stack of papers. Warm lighting catches the planes of his face and casts soft shadows across the table, highlighting his concentration and the slight exhaustion of deep focus. The expression is caught mid-thought: intelligent, approachable, the kind of person who reads dense theory at 5 PM on a Friday.", "image_path": "images/iteration-0026/m10-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.800000000000001, "reason": "Direct intense gaze through dark-framed glasses is genuinely engaging; lean toned forearms visible under fitted henley sleeve show real definition; light stubble adds maturity to clean features. Above average but not scroll-stopping.", "failure_tags": [ "generic_face" ] }, { "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, standing in a sun-soaked library corner at golden hour. Warm dark eyes with a thoughtful gaze, wire-rim glasses pushed up onto his dark wavy hair, narrow oval face with sharp cheekbones and a defined jawline softened by a gentle expression. Straight nose with a refined bridge, small full-lipped mouth with a natural curve.\n\nLean swimmer's build\u2014sloping shoulders with visible collarbones and defined upper chest evident through a fitted heathered-gray henley that catches the amber light. Long limbs, elegant posture suggesting hours bent over research papers. Dark brown skin with warm undertones, glowing softly in the late-afternoon window light.\n\nBehind him, out-of-focus library shelves and wooden study tables; in front, late sun throwing a golden rectangle across worn wooden flooring. A single textbook and notebook rest on the table beside him. His hair is freshly washed, slightly tousled from running his hand through it\u2014that exact moment between intense focus and the awareness of being observed. Soft natural light, intimate scale (medium shot), photorealistic, amateur iPhone clarity. The vibe: brilliant, approachable, the rare person equally at home discussing topology and rock climbing.", "image_path": "images/iteration-0026/m10-seed2.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 4, "weighted_score": 6.6000000000000005, "reason": "Sharp defined cheekbones with angular facial structure, natural voluminous wavy dark hair with good texture \u2014 two legit standouts. Slim-athletic arms show through the henley. Gaze is clearly off-camera, kills direct connection that would push this higher.", "failure_tags": [ "eyes_averted" ] }, { "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, in a professional kitchen lit by warm tasting-menu pendant lights casting soft shadows across his face. He wears rolled chef whites with the sleeves pushed up to expose forearm tattoos\u2014geometric Mediterranean patterns in black ink. His build is lean but defined, with visible sinewy shoulders and a sharp collarbone line from years of kitchen work. \n\nHis face is angular and striking: a narrow oval with a pronounced, sculpted jawline softened by a day-old dark stubble that catches the warm light. His eyes are deep-set and intense, dark-brown with an almost black pupil that reads focused and slightly restless\u2014the gaze of someone tasting, assessing. His nose is straight with a narrow bridge and a clean tip. His lips are medium-full with a slightly asymmetric shape, the lower lip fuller than the upper, and his brow is straight and thick, mostly natural with a faint furrow between them from concentration.\n\nHis hair is dark and tousled, short on the sides with slightly longer textured length on top\u2014the effortless bedhead of someone who's been moving through a kitchen all service. A faint scar runs along his left temple, barely visible unless the light catches it.\n\nThe frame captures him mid-thought at the pass, shoulders relaxed but posture sharp, kitchen warmth and his own intensity filling the space.", "image_path": "images/iteration-0026/m11-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 7.6000000000000005, "reason": "Sharp angular jawline with dense day-old stubble is a clear standout; dark eyes locked on camera with focused intensity is the second. Face reads lean/gaunt \u2014 cheeks slightly sunken, preventing the third anatomical standout needed for an 8.", "failure_tags": [] }, { "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, standing in warm kitchen ambient light with steel counters and prep station softly blurred behind him. His rolled chef whites expose forearms marked with intricate black ink tattoos\u2014geometric and abstract patterns suggesting Mediterranean heritage. Sharp angular face, strong square jawline softened only by dark day-old stubble, narrow-set deep-set eyes in warm mahogany-brown with an almost black core, intense and focused as if mid-thought during service. High prominent cheekbones, straight nose with a slight bridge curve and sharp tip, thin-lipped with a defined cupid's bow and asymmetric smile that reads as restrained intensity. Black hair, short and textured on top, slightly longer at the nape, slightly tousled from kitchen heat. Medium-length sideburns framing his jawline. Lean but defined build\u2014visible shoulder line and sternocleidomastoid visible above the loose-fit chef whites, wiry forearms with defined musculature, narrow waist. Barely-there dark stubble across his jaw and upper lip. Medium shot, slight lean forward as if about to taste or critique. Soft amber-tinted kitchen light catching the edges of his face and the ink on his skin, creating shallow shadows under his cheekbones. No hand near mouth. Candid, unposed, intimate\u2014the micro-expression of a craftsman fully present in his element.", "image_path": "images/iteration-0026/m11-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 5, "weighted_score": 7.0, "reason": "Sharp angular jawline framed cleanly by a full, well-maintained beard; dark deep-set eyes projecting real intensity \u2014 two legit standouts. Lean facial bone structure is a bonus. Eyes angled away from camera and the finger-to-lips pose blunt the full smolder potential. Not a scroll-stopper, but clearly above average.", "failure_tags": [ "eyes_averted" ] }, { "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, seated by a floor-to-ceiling office window in Seoul with soft diffused afternoon light filtering through. Sharp angular face with a narrow oval structure, deep-set obsidian eyes with a slight hooded lid and an unsettlingly direct gaze, high prominent cheekbones, and a defined chiseled jawline. Straight bridge nose with a refined tip, thin lips with a naturally asymmetric lower lip fuller than the top, barely-there natural brows with a sharp high arch. Black hair, freshly styled with a slight tousle at the crown, swept back with precision. Broad shoulders and a V-tapered torso visible beneath an impeccably tailored navy wool suit with a crisp white dress shirt, no tie. Cool porcelain skin with a neutral undertone, entirely composed. One hand resting on the armrest, posture aristocratic and still. The expression carries zero warmth\u2014pure restraint and quiet authority. Soft window light catches the side of his face, emphasizing the severity of his bone structure. Natural photography, intimate medium shot, cinematic Seoul corporate aesthetic.", "image_path": "images/iteration-0026/m12-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 7, "weighted_score": 7.4, "reason": "Clean angular jaw with defined bone structure, brooding dark-eyed gaze that reads as intense without being aggressive, flawless clear skin. Above average but nothing stops the scroll \u2014 face reads pleasant rather than magnetic. Two solid standouts, nothing commanding.", "failure_tags": [ "eyes_averted", "low_chemistry" ] }, { "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, sitting at a minimalist desk with a floor-to-ceiling Seoul skyline visible through frameless glass behind him. Sharp, angular face with a narrow oval structure and a prominent squared jawline, deep-set narrow eyes with a slight downturned outer corner and an intense near-black gaze, straight nose with a refined bridge and tapered tip, thin upper lip and fuller lower lip creating an asymmetric natural line. Thick, straight dark eyebrows with a sharp arch, meticulously groomed. Short black hair, freshly styled with a clean side part and a slight texture through the crown, falling neatly to the sides. High, defined cheekbones and a cool porcelain complexion with neutral undertone. Broad shoulders filling a perfectly tailored midnight-blue wool suit jacket, white crisp dress shirt unbuttoned at the collar, visible sternocleidomastoid line and thick neck. Leaning back slightly in a black leather chair, one hand resting on the desk surface, composed and controlled. Cool afternoon light streaming through the glass, casting subtle shadows across his face. Slight five o'clock shadow along the jaw. Magnetic, reserved, untouchable. Photorealistic, shot on an iPhone, natural soft window lighting.", "image_path": "images/iteration-0026/m12-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 7, "weighted_score": 8.0, "reason": "Sharp angular jawline with clean geometric definition, intense dark deep-set eyes with a heavy brow ridge, broad squared shoulders filling the jacket, and high cheekbones with flawless clear skin \u2014 four genuine anatomical standouts. Earns top-15%. Cold CEO energy fully delivered.", "failure_tags": [ "eyes_averted" ] }, { "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 upper body without bulk. Sun-bleached blonde hair with salt-textured waves, tousled and damp from an early-morning ocean session, falling across his forehead. Warm golden-tan skin with a neutral undertone and light salt crusting visible on his shoulders and neck. Narrow oval face with a sharp jawline softened by stubble, deep-set blue-green eyes with sun-squint creases at the corners, straight nose with a slightly rounded tip, and a wide asymmetric smile with one-sided dimple. Sparse sun-bleached freckles across his nose and upper cheeks. Wearing a faded navy rashguard, partially unzipped, still damp. Standing waist-deep in shallow golden-hour beach water at sunrise, soft amber light catching the water droplets on his skin and hair. Candid iPhone photography, natural soft light, slight motion blur in the background waves, warm and relaxed mood. Photorealistic, amateur beach snap aesthetic, no studio polish.", "image_path": "images/iteration-0026/m13-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 8.2, "reason": "Sharp defined jawline with light stubble, striking pale-blue eyes with direct camera lock, broad shoulders tapering to lean athletic torso \u2014 three clear anatomical standouts. Warm open smile seals it. Solidly top 15%.", "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 but unforced upper body. Sun-bleached blonde hair with natural texture variation and salt-dried waves, slightly tousled from the ocean. Warm tan with golden undertone and fine salt-skin texture visible on his shoulders and neck. Face shape: narrow oval with a slightly softened jawline, warm hazel-green eyes with sun-creases at the outer corners, upturned slightly at the ends, a straight nose with a gentle tip, full but asymmetric smile with one deeper crease on the right side. Fine sun-bleached stubble across his jaw. Light freckles scattered across his nose bridge and upper cheekbones. Hair falling loosely across his forehead, still damp from saltwater, a few strands catching early light. Wearing a faded navy linen shirt, sleeves rolled to the elbow, unbuttoned at the collar to show the base of his neck and collarbone. Standing at the waterline on an empty beach at sunrise, golden hour light hitting his left side, soft waves visible behind him slightly out of focus. Relaxed posture, warmth and ease in his expression, the look of someone about to explain something he loves. Natural, unguarded, the kind of photo a friend would snap mid-conversation.", "image_path": "images/iteration-0026/m13-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Sharp angled jawline with light stubble, light green eyes with direct warm gaze, high angular cheekbones giving strong facial structure, genuine open smile showing clean white teeth \u2014 four clear anatomical standouts. Lean tanned chest visible through open shirt adds fifth. Solidly top 15%.", "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, sharp-featured face with a narrow oval shape and a defined square jawline, deep-set dark brown eyes with a slight downward tilt, straight nose with a refined bridge, full lips with a natural asymmetric curve favoring the left side. His slicked-back dark hair is jet-black with a subtle wet-look styling, swept back to expose his forehead and the sharp architecture of his brows\u2014dark, straight, minimally groomed in that deliberately careless way. \n\nV-tapered broad shoulders visible under an open black designer leather jacket worn half-buttoned over a fitted black silk shirt, collarbone and upper chest defined and catching dim light. Warm olive skin tone with a neutral undertone, the kind that photographs like expensive polish under low-light conditions. A faint scar traces his left jawline\u2014barely visible, just enough to sharpen the bratty smirk into something dangerous. Sitting casually against a dark mahogany bar in Mayfair, shot from a slight low angle that catches the glint of a silver watch at his wrist and the edge of a tumbler of amber liquor on the bar beside him. Soft golden ambient lighting from behind, cinema-bar glow, late-night expensive-boredom energy. The expression reads entitled but magnetic\u2014that half-smile that suggests he knows exactly what impression he's making.", "image_path": "images/iteration-0026/m14-seed1.png", "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 9, "weighted_score": 8.2, "reason": "Sharp angular jawline, deep-set dark eyes framed by heavy prominent brows, well-defined cheekbones \u2014 three clear anatomical standouts. Brooding gaze lands. Smirk reads more intense-smolder than bratty-entitled, slight persona miss.", "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 a narrow oval face, deep-set dark brown eyes with a slight downward tilt at the outer corners, and a prominent angular jawline. Slicked-back jet-black hair with a wet-look gel finish, small amount of product-shine visible. Expensive black leather jacket draped casually over a cream silk shirt, unbuttoned at the collar to show a delicate gold chain. His expression carries a subtle smirk\u2014not quite a smile, more a knowing half-smile with an edge of arrogance. Warm olive skin with a neutral undertone, faint stubble along his jaw. Narrow straight nose with a defined bridge, thin lips with a sharp cupid's bow and slight asymmetry favoring one corner. Broad shoulders visible beneath the jacket, V-tapered build with a visible collarbone and defined neck. Shot in low warm lighting\u2014moody London nightclub or upscale hotel bar setting, shallow depth of field, soft amber and shadow play across his face. Slight tilt of his head, confidence radiating without effort. Amateur iPhone shot aesthetic, candid and unguarded for just a frame, caught mid-conversation.", "image_path": "images/iteration-0026/m14-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Sharp angular jawline with defined chin; thick dark arched brows over deep-set intense brown eyes; high cheekbones casting natural shadow; full well-shaped lips with genuine brooding smirk. Four anatomical standouts \u2014 solidly top 15%.", "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, warm rich mahogany skin with a neutral undertone. Strong square jaw with a clean line, deep-set warm brown eyes with a slight downward tilt giving an approachable kindness, full eyebrows with a natural arch. Short cropped hair, faded at the sides. Broad shoulders and defined upper chest visible through a fitted gray Chicago Fire Department station tee, clear V-taper from shoulders to narrow waist, thick neck and sternocleidomastoid line, forearms showing lean defined musculature. Seated casually on a concrete bench in the station garage, soft natural daylight filtering through the bay doors behind him, catching the side of his face and creating gentle shadows. Relaxed shoulders, slight warm smile with an easy confidence. No tension in the face\u2014genuinely approachable. A small scar above his right eyebrow, barely noticeable. Professional but human, the kind of person you'd trust immediately.", "image_path": "images/iteration-0026/m15-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Sharp angular jawline with clear definition, visibly broad shoulders + thick arms pulling the tee into a genuine V-frame, symmetrical facial structure with warm direct soft-brown-eyed gaze. Three concrete standouts \u2014 solid top-15% swipe.", "failure_tags": [] }, { "persona_id": "m15", "persona_name": "Devon", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted, early 30s, warm deep-brown skin with a neutral undertone. He's standing in a sunlit fire station garage, wearing a fitted gray station tee that shows his broad shoulders and defined upper chest, the fabric draping cleanly over a V-tapered torso with visible shoulder breadth and a narrow waist. His build reads powerful but natural \u2014 a firefighter's frame, not overstated.\n\nStrong square jawline with a slight softness around the edges, rectangular face shape. Deep-set round eyes in a warm mahogany-brown, calm and approachable. Straight nose with a defined bridge and proportional tip. Full lips with a natural curve, easy smile that touches his eyes without being forced. Thick, well-groomed eyebrows with a natural arch. Hair cropped close on the sides, slightly fuller on top, well-maintained but not fussy.\n\nA few scattered freckles across his nose and cheekbones \u2014 sparse enough to read as real. Small scar above his right eyebrow, barely noticeable, the kind that hints at the job without dominating his expression. His expression is warm and present, genuinely ready to listen \u2014 the kind of face that disarms people.\n\nSoft overhead and window light casting gentle shadows across the garage, catching the metal fixtures behind him. The vibe is candid and human, mid-conversation pause, ready to help.", "image_path": "images/iteration-0026/m15-seed2.png", "attractiveness": 6, "prompt_adherence": 7, "lipsync_adherence": 8, "weighted_score": 6.6, "reason": "One clear positive: visibly athletic arms with real muscle definition through the sleeves. Jaw has decent angle but isn't sharp enough to qualify as a standout. Flat, affect-less expression kills any warmth \u2014 no trace of the promised approachable smile. Nothing stops my scroll.", "failure_tags": [ "awkward_expression", "low_chemistry" ] }, { "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, seated at a worn wooden table in a Berlin cafe during golden-hour afternoon light. Narrow oval face with sharp, defined cheekbones, long pale lashes over deep-set gray-green eyes with a slight downward tilt at the outer corners. Straight nose with a refined bridge and tapered tip. Thin lips with a subtle cupid's bow and natural asymmetry. Dark brown hair, shoulder-length with loose beachy waves and tousled bedhead texture, parted slightly off-center and falling past his collarbones. Sparse dark stubble on his jawline.\n\nDeliberately slim build \u2014 long narrow shoulders, wiry lean frame with no muscular bulk, visible collarbones and defined but delicate musculature. Wearing an oversized cream wool cardigan layered over a loose natural linen shirt that drapes loosely on his frame. Several fingers on his left hand stained with dark ink. Seated with one elbow resting on the table, leaning slightly forward in a contemplative posture. Soft diffused afternoon sunlight catching the side of his face and hair. Slightly worn aesthetic, minimal jewelry, no styling product \u2014 the overall impression is delicate, intellectual, introspective. Candid phone-photo quality with natural color grading.", "image_path": "images/iteration-0026/m16-seed1.png", "attractiveness": 9, "prompt_adherence": 8, "lipsync_adherence": 9, "weighted_score": 8.799999999999999, "reason": "Scroll-stopping angular face: razor-sharp prominent cheekbones, deep-set grey-green eyes with direct laser gaze, defined angular jawline with light scruff, and shoulder-length wavy dark hair perfectly framing the geometry. Slim lean frame nails the delicate-intellectual brief. Ink-stained fingers absent; layered cardigan/linen reads as single cream henley.", "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, sitting at a small cafe table in Berlin during golden late afternoon, worn cream cardigan layered loosely over a pale linen shirt that drapes softly on his narrow shoulders and lean wiry frame, long fingers resting on the edge of a ceramic cup with visible ink stains on his knuckles and index finger. His face is narrow and angular with sharp, pronounced cheekbones, pale cool-toned skin, and a slightly prominent jawline that reads more sculptor's model than athlete. Deep-set monolid eyes in a cool gray-green with a darker outer ring, offset by unusually long dark lashes that catch the light. His nose is straight with a slightly sharp bridge and narrow tip. Thin lips with a subtle cupid's bow, the bottom fuller than the top, mouth at rest showing natural texture. His dark brown shoulder-length hair is tousled and piece-y, parted loosely to one side with a few strands falling across his forehead in that just-woken or wind-moved way \u2014 not styled, lived-in. Barely-there fair eyebrows with a small natural gap. A faint beauty mark visible just to the left of his mouth corner. The light is soft and golden, casting gentle shadows across his face that emphasize the angular geometry of his cheekbones and brow, with a slight depth-of-field blurring the cafe background, preserving the intimacy of a candid stolen moment. His posture is relaxed but present, shoulders slightly drawn inward in that introspective intellectual way, not expansive.", "image_path": "images/iteration-0026/m16-seed2.png", "attractiveness": 8, "prompt_adherence": 7, "lipsync_adherence": 5, "weighted_score": 7.2, "reason": "Sharp angular jawline, striking blue-grey deep-set eyes with genuine intensity, and prominent cheekbones give 3 clear standouts. Frame reads lean-conventionally-handsome, not the narrow/wiry 'delicate intellectual' the prompt demands \u2014 shoulders too present.", "failure_tags": [ "eyes_averted", "narrow_shoulders" ] }, { "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, seated in a quiet library reading room with soft afternoon window light filtering across his face. Narrow oval face with a sharp jawline, soft monolid eyes with a gentle, careful expression, near-black pupils with minimal eye contact intensity\u2014the gaze of someone lost in thought who's just noticed the camera. Straight black hair with a precise middle part, falling softly and slightly longer at the cheek, freshly styled. Wire-rim round glasses with a subtle glint. Thin, defined eyebrows with natural spacing. Small, delicate nose with a straight bridge and rounded tip. Narrow lips, slightly asymmetric smile, upper lip thinner than lower. Cool porcelain tone with minimal undertone, unmarked skin. Intentionally slim frame with sloped, narrow shoulders\u2014long collared collarbone visible through a fitted off-white linen shirt buttoned to the collar, sleeves rolled halfway up to show defined but slender forearms. Visible only chest-up. The pose is natural, seated, one hand resting near a book spine on the table beside him. Soft, diffused natural light, no harsh shadows. Amateur photograph, slightly candid vibe, the quality of an unguarded moment in his study space.", "image_path": "images/iteration-0026/m17-seed1.png", "attractiveness": 6, "prompt_adherence": 8, "lipsync_adherence": 8, "weighted_score": 6.8, "reason": "One real positive: clear, even skin tone and neat dark hair. But soft rounded jawline, flat passive gaze, and no standout anatomical feature (no jaw angle, no eye intensity, no frame presence) keep this at slightly-above-neutral. Pleasant, not memorable.", "failure_tags": [ "soft_jawline", "low_chemistry" ] }, { "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, narrow oval face with a sharp intellectual jawline, soft monolid eyes with a slight inner-corner crease and deep warm brown irises, gentle and introspective gaze. Straight-bridged nose with a refined tip, small bow-shaped mouth with delicate definition, naturally dark eyebrows with a subtle arch, barely groomed. Long black hair styled in a precise middle part, silky and composed. Pale cool-toned skin with a faint luminosity. Lean cerebral frame with narrow sloping shoulders, no muscle bulk\u2014the aesthetic is elongation and precision, not strength. Wearing a fitted off-white linen shirt buttoned to the collar, the fabric draping softly against his spare frame. Wire-rim round glasses catching soft diffused light. Seated at a worn wooden table in a quiet library reading room, late afternoon window light falling across his face in warm amber tones, a leather-bound philosophy text resting beneath his fingertips. The expression is poised and contemplative, a moment of pause between thoughts. The candid framing and natural shadows emphasize intellectual calm, not performance.", "image_path": "images/iteration-0026/m17-seed2.png", "attractiveness": 6, "prompt_adherence": 7, "lipsync_adherence": 8, "weighted_score": 6.6, "reason": "Clean, smooth complexion with good symmetry is the one real positive \u2014 registers above neutral. Jawline is soft and undefined, expression is flat and generic, eyes behind glasses lack any arresting quality. Cannot name a second anatomical standout without reaching.", "failure_tags": [ "soft_jawline", "generic_face", "mouth_closed" ] }, { "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, eyes looking at camera, his mouth slightly parted, late 20s, lean dancer's build with long limbs, defined collarbones, narrow waist, sloping shoulders with precise musculature but no bulk. Sharp angular cheekbones, deep-set dark brown eyes with an expressive intensity, full soft lips with a subtle asymmetric curve, straight dark brows with a natural arch. His black hair is pulled back in a neat low ponytail, a few pieces framing his face. He's caught mid-stretch in a sunlit NYC dance studio, one arm extended upward in a languid movement, torso elongated and graceful, bare feet on the marley flooring with a wooden barre softly blurred behind him. Golden afternoon light spills across his face and body, casting gentle shadows that emphasize his lean lines. The expression is serene and focused, the pose frozen mid-motion but still feeling conversational. Soft natural lighting, intimate framing, candid amateur iPhone aesthetic.", "image_path": "images/iteration-0026/m18-seed1.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 8, "weighted_score": 7.4, "reason": "Sharp angular cheekbones and intense direct dark eyes are genuine standouts. Dynamic mid-movement pose shows lean sinewed limbs. Frame is very narrow \u2014 borderline weak \u2014 but fits dancer context. Stops scroll only for niche audience.", "failure_tags": [ "narrow_shoulders", "weak_frame" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome mixed-race man, eyes looking at camera, his mouth slightly parted, late 20s, captured mid-stretch at a sunlit NYC dance studio. His lean dancer's build is unmistakable\u2014long limbs with elegant negative space at the shoulders, defined collarbones, wiry musculature without bulk, and a narrow waist that reads as pure economy of line. His face is sharp-featured with high, pronounced cheekbones, a narrow oval structure, and an angular jawline that tapers to a pointed chin. His eyes are deep-set, almond-shaped, and dark brown with an almost black cast\u2014expressive and slightly downturned at the outer corners. His lips are full and soft with a defined cupid's bow, the upper and lower balanced in width. His dark brown hair, almost black, is pulled back in a neat low ponytail, a few short pieces loose at his temples. Faint sparse freckles dust the bridge of his nose and upper cheekbones. He wears a fitted charcoal tank top that skims his lean torso without clinging, and the studio light catches the definition in his shoulders and collarbone as his body arcs into a forward fold. The marley flooring and barre blur softly in the background. The whole frame radiates precision, elongation, and the unselfconscious grace of someone entirely at home in his body.", "image_path": "images/iteration-0026/m18-seed2.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 9, "weighted_score": 7.6000000000000005, "reason": "Two clear standouts: sharply angular cheekbones with prominent facial structure, and intense dark eyes locked directly at camera with real depth. Lean elongated neck and non-muscular frame suit the dancer aesthetic. Not enough beyond that to push to 8.", "failure_tags": [] }, { "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, sitting by a coffee shop window with soft golden-hour light streaming across her face. Oval face with a soft jawline, light warm peachy undertone skin, natural freckle constellation across her nose and upper cheeks. Pale hazel eyes with a warm amber ring, slightly downturned at the outer corners, medium-thickness brows with a gentle arch. Straight nose with a softly rounded tip, small full lips with a delicate cupid's bow and a subtle asymmetric smile. Shoulder-length auburn hair in loose natural waves, gathered into a half-up clip with a few face-framing pieces fallen loose, the texture catching the window light. Wearing an oversized cream cable-knit cardigan layered over a soft sage-green camisole, the neckline visible at the collarbone. Lean graceful build, defined collarbones catching the light. The expression is calm and thoughtful, as if pausing mid-sip of coffee. Medium shot, slightly angled toward the window, intimate and unhurried, the background a soft blur of caf\u00e9 details.", "image_path": "images/iteration-0026/f01-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 6, "weighted_score": 7.2, "reason": "Rich warm auburn-copper hair is genuinely striking; natural freckle scatter across nose/cheeks adds real charm; clean elongated jawline with visible clavicle. Eyes are hazel but unremarkable \u2014 gaze drifts off-camera, reducing engagement.", "failure_tags": [ "eyes_averted" ] }, { "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 natural light from a coffee shop window casting warm gold across her face. She sits at a small table, wearing an oversized cream cardigan layered over a thin black cami, relaxed and approachable. Her auburn hair is gathered into a loose half-up style, a few strands falling softly around her face, with a subtle wave and warm copper undertone. She has a heart-shaped face with a gentle jawline, warm hazel eyes with a slight downturned outer corner and golden-brown flecks, pale cool-toned skin scattered with light freckles concentrated across her nose and upper cheeks. Her nose is small and straight with a soft rounded tip, her lips are naturally full with a defined cupid's bow and a subtle asymmetric smile. Her eyebrows are light auburn, naturally thick and slightly arched. A single light freckle sits just above her right cheekbone. Her expression is calm and slightly thoughtful, the kind of face you'd see mid-conversation in a quiet corner of a bookstore caf\u00e9, genuinely present and attentive. The overall mood is understated, intimate, and real\u2014a portrait of someone who is both intelligent and deeply approachable.", "image_path": "images/iteration-0026/f01-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 7.6000000000000005, "reason": "Warm hazel-amber eyes are a genuine standout; natural freckle pattern across nose and cheeks adds real character; visible cheekbone structure and clean jawline. Pleasant girl-next-door appeal but not scroll-stopping \u2014 forgettable face overall.", "failure_tags": [ "low_chemistry" ] }, { "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 with an athletic toned build and warm bronze skin with golden undertone. She has a narrow oval face with sharp cheekbones, deep-set warm brown eyes with a subtle downturned lift, and full lips with a natural asymmetric smile\u2014one corner higher than the other, hinting at her confidence.\n\nHer hair is pulled back in a sleek high ponytail, a few face-framing pieces loose, still damp from a workout. Straight thick eyebrows, naturally groomed. Small beauty mark just above her left cheekbone. Her expression reads cocky but approachable\u2014the slight smirk of someone who knows what she's doing and enjoys the knowing.\n\nShe's wearing a fitted athletic sports bra or tank top, shoulders and collarbone visible, showing the toned definition of her upper body and defined collarbones from consistent training. One small minimalist forearm tattoo (geometric or line-work style) visible on her right inner forearm. Shot from the chest-up in natural gym or studio light\u2014bright, clean, slightly humid warmth to the air. The framing feels like a stopped moment between sets: confident, present, ready to engage.", "image_path": "images/iteration-0026/f02-seed1.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 6, "weighted_score": 7.0, "reason": "Strong, well-arched dark brows framing warm symmetrical brown eyes are the two clear standouts. Lean neck and collarbone definition reinforce athletic read. Expression lands too soft/reserved \u2014 not the cocky confident grin the persona calls for.", "failure_tags": [ "mouth_closed" ] }, { "persona_id": "f02", "persona_name": "Camila", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Latina woman, eyes looking at camera, her mouth slightly parted, late 20s, warm medium-bronze skin with golden undertone, athletic and toned with defined shoulders and upper back visible through a fitted white sports tank, lean swimmer's build with sculpted collarbones and visible abdominal muscle tone.\n\nHeart-shaped face with high cheekbones, almond eyes set slightly wide, deep warm brown eyes with a bright intelligent glint, straight nose with a slightly rounded tip, full lips with a natural asymmetric smirk\u2014the left side pulling higher than the right, suggesting playful confidence. Thick straight dark eyebrows with a natural arch. Long glossy black hair pulled into a high tight ponytail, a few loose face-framing strands catching light near her temples and jawline, the tail cascading past her shoulder.\n\nSmall delicate line tattoo on her inner right forearm\u2014geometric or minimalist design. Sun-kissed glow across her nose and cheekbones, a light natural sheen on her skin suggesting she's just finished or is about to start a workout. Seated or standing in a bright, airy gym or studio space with soft diffused natural light from a window behind, creating a warm rim light on her hair and shoulders.\n\nExpression is direct, warm, and self-assured\u2014the kind of face that makes you feel seen and slightly challenged at the same time. Not a full smile, but a knowing smirk with relaxed shoulders and an open posture. Candid, unguarded, magnetic.", "image_path": "images/iteration-0026/f02-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 6.6000000000000005, "reason": "Three clear standouts: thick well-arched brows over almond brown eyes with natural intensity; visible shoulder/clavicle muscle definition showing a genuinely athletic frame; symmetric olive-skinned face with a confident smirk. Gaze is slightly off-camera and lips are fully closed.", "failure_tags": [ "eyes_averted", "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 with a soft, approachable presence. She has a long oval face with a pointed chin, large doe eyes with sharp inner corners and a subtle double-lid, dark warm-brown irises with a glossy depth, and naturally arched thin eyebrows. Her nose is small and rounded with a soft button tip, and her lips are fuller with a defined cupid's bow and a slightly asymmetric natural smile. Her skin is luminous and dewy with minimal texture, cool porcelain undertone with a slight peachy warmth. Her long dark hair falls past her shoulders in soft, straight lengths with a center part, freshly brushed with a subtle shine, framing her face gently. She's wearing an oversized pastel lavender hoodie that drapes loosely off one shoulder, the fabric soft and slightly rumpled. She's seated by a window with soft diffused afternoon light, her expression calm and inviting, a natural at-rest pause mid-conversation. One delicate feature: a small, subtle beauty mark just above her right lip. The overall mood is intimate, unfiltered, and quietly radiant\u2014a candid moment of a thoughtful young woman in her everyday Seoul apartment aesthetic.", "image_path": "images/iteration-0026/f03-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Three clear standouts: large luminous dark doe eyes with sharp inner-corner definition, porcelain-dewy flawless skin texture, and full naturally-tinted well-proportioned lips. Classic K-beauty soft-pretty gestalt at top-15% tier.", "failure_tags": [ "generic_face" ] }, { "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 idol-trainee energy, soft and approachable expression. She has a delicate oval face with high cheekbones, large round doe eyes with sharp upturned inner corners and a dark warm-brown iris, naturally arched thin brows with a soft gradient fill, a small rounded nose with a barely-defined tip, and a small full mouth with a subtle Cupid's bow and symmetrical soft pink lips. Her skin is luminous porcelain with a cool undertone, dewy and smooth with an almost glass-skin quality\u2014no visible pores, a gentle natural glow. Her long dark hair falls past her shoulders in soft waves with a center part, catching light with subtle sheen, slightly tousled from sleep or a fresh styling. She wears an oversized cream or pale lavender cotton hoodie that drapes loosely off one shoulder, sleeves bunched at her wrists. Shot from a medium close-up angle in soft natural window light, seated near a sunny Seoul apartment window, slight golden-hour warmth on her face. The mood is serene, intimate, almost like a quiet moment before morning starts\u2014candid and unguarded, no makeup visible beyond what her skin naturally carries. Photorealistic, shot on iPhone with soft focus background.", "image_path": "images/iteration-0026/f03-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Large luminous doe eyes with clean dark-iris definition; glass-smooth translucent dewy skin with zero visible texture; symmetrical oval face with well-proportioned soft features; naturally full lips with warm coral tint. Four clear standouts \u2014 solid top-15%.", "failure_tags": [ "generic_face" ] }, { "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, sitting at a small caf\u00e9 table by a tall window with soft morning light filtering through. Her face is a narrow oval with high prominent cheekbones, warm deep-bronze skin with golden undertones, and a subtle beauty mark just above her left jawline. Her eyes are large and round, warm dark-brown with flecks of amber, set wide and slightly almond-shaped with thick natural lashes and barely-there straight brows. Her nose is narrow with a high bridge and a soft rounded tip, her lips full and symmetrical with a natural mauve tone and a defined cupid's bow.\n\nHer hair is cropped short in tight coils, a rich deep-brown-black with hints of copper in the morning light, slightly textured and tousled as if she just ran her fingers through it. Slim but defined build, long collarbones visible above a loose vintage band t-shirt layered under a paint-splattered denim jacket in faded indigo. Her left hand rests near a half-empty ceramic coffee cup; visible paint stains in cream and ochre on her fingertips and the edge of her palm. The expression is calm, quietly focused, the slight parted-mouth look of someone lost in thought between sips. Soft natural light from the window catches the curve of her cheekbone. The background is softly blurred, warm wood caf\u00e9 interior. Casual, intimate, unposed.", "image_path": "images/iteration-0026/f04-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 6.6000000000000005, "reason": "Warm amber-honey eyes are a genuine standout; clean even skin tone and defined cheekbone structure add up to above-average. Not a scroll-stopper \u2014 gaze is fully off-camera, killing engagement. Paint-stained denim jacket + coffee-shop setting nails the persona almost perfectly.", "failure_tags": [ "eyes_averted", "low_chemistry" ] }, { "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, sitting at a weathered wooden caf\u00e9 table in soft afternoon light. Narrow oval face with high cheekbones, deep-set almond eyes in warm brown with gold undertones, straight nose with a refined tip, and a small asymmetrical smile with fuller lower lip. Her hair is a textured 3B-curl crop, freshly shaped with some pieces longer around the temples, dark brown with subtle warm undertones catching the light.\n\nSlim swimmer's build, shoulders relaxed, visible collarbone and defined neck. She's wearing a faded indigo denim jacket with dried acrylic paint streaks in cream and sage across the cuff and front pocket\u2014small marks that read as her actual working uniform. A soft-focus coffee cup sits to her left. Her expression is calm and inward, the kind of focus that comes mid-creative thought, eyebrows naturally shaped and slightly knitted. Sparse freckles dust her cheekbones and bridge of her nose. Natural light filters through the caf\u00e9 window, catching the side of her face and making her skin glow with warmth.\n\nMedium shot, shot from slightly above, neutral background of blurred caf\u00e9 interior. Amateur iPhone photography, soft depth of field, genuine moment caught, no styling.", "image_path": "images/iteration-0026/f04-seed2.png", "attractiveness": 8, "prompt_adherence": 7, "lipsync_adherence": 5, "weighted_score": 7.2, "reason": "Strong standouts: high cheekbones with clean facial structure, warm amber almond eyes, full symmetrical lips with natural pigmentation. Hair is voluminous medium-length, not 'cropped short' as described. Eyes aimed off-camera; lips subtly parted.", "failure_tags": [ "eyes_averted", "wrong_age_range" ] }, { "persona_id": "f05", "persona_name": "Anya", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful Polish woman, eyes looking at camera, her mouth slightly parted, late 20s, soft round face with a pointed chin, pale porcelain skin with cool undertones, warm hazel eyes with a subtle downturned shape, thin arched eyebrows with a natural feathered finish, small straight nose with a rounded tip, delicate cupid's bow mouth with thin top lip and fuller bottom lip, a light scatter of freckles across her cheekbones and bridge of her nose, shoulder-length blonde hair in loose natural waves with a deep side part, slightly tousled as if freshly brushed, wearing vintage-style wire-rimmed round glasses that sit low on her nose, a sage-green knit cardigan over a cream high-neck ribbed blouse, soft diffused natural light from a nearby window, seated at an old wooden desk in a cozy apartment surrounded by stacked books and vintage botanical illustrations on the walls, warm golden-hour sunlight catching the side of her face, gentle and approachable expression, the vibe of someone about to share a favorite book recommendation, amateur iPhone photography with soft focus and natural color grading.", "image_path": "images/iteration-0026/f05-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 7.6000000000000005, "reason": "Warm hazel-amber eyes with natural depth read well behind round frames; full, naturally pink lips with clean shape are a second clear standout. Soft jawline and mild skin texture keep this at 7 \u2014 pleasant but not scroll-stopping.", "failure_tags": [ "soft_jawline" ] }, { "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, sitting at a wooden desk scattered with open books and a steaming mug of tea, soft natural window light filtering across her face. She wears delicate wire-rimmed round glasses, a cream cable-knit cardigan layered over a ivory high-neck blouse with subtle lace detailing at the collar. Her blonde hair falls in loose, lived-in waves past her shoulders, with a few strands tucked behind one ear, the kind of effortless texture that suggests she just ran her fingers through it.\n\nNarrow oval face with a soft jawline, high rounded cheekbones, and a gently pointed chin. Wide-set pale blue-gray eyes with a slight downturned outer corner and natural fair lashes, giving a quiet, attentive expression. Small straight nose with a delicate rounded tip. Soft peachy undertone to her cool porcelain skin, with a light scatter of pale freckles across her nose bridge and upper cheekbones. Thin naturally-arched brows, barely groomed. Her lips are small with a defined cupid's bow, fuller bottom lip, warm pale pink.\n\nSlight, elegant build with sloping shoulders, delicate collarbones visible at the neckline, long limbs. The scene feels intimate and still \u2014 as if she's just paused mid-read, about to speak. Soft, warm, ISBN-stamped afternoon light. Amateur iPhone photo, no filters.", "image_path": "images/iteration-0026/f05-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Pale blue-grey eyes with natural lashes \u2014 genuinely striking. Full, naturally pigmented lips with clean shape. Clear, even fair skin with good facial symmetry. Three concrete standouts; face carries the look without needing the styling crutch.", "failure_tags": [] } ], "aggregates": { "male_count": 36, "female_count": 10, "male_attractiveness_mean": 7.166666666666667, "male_attractiveness_stdev": 1.2801909579781015, "female_attractiveness_mean": 7.4, "female_attractiveness_stdev": 0.4898979485566356, "male_weighted_mean": 7.51111111111111, "female_weighted_mean": 7.5200000000000005, "lipsync_adherence_mean": 7.586956521739131, "prompt_adherence_mean": 8.326086956521738, "failure_tag_histogram": { "narrow_shoulders": 4, "soft_jawline": 9, "low_chemistry": 7, "awkward_expression": 2, "wrong_age_range": 2, "weak_frame": 3, "pipeline_error": 1, "off_angle": 1, "mouth_closed": 4, "boyish_when_mature_intended": 1, "generic_face": 5, "eyes_averted": 10 }, "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": "lipsync adherence regressed beyond eps (-1.543 < -0.3)", "male_uplift": 0.13888888888888928, "female_drift": -0.2999999999999998, "lipsync_drift": -1.5434782608695645 } }