{ "iteration": 2, "timestamp": "2026-06-03T12:04:29", "wall_clock_seconds": 123.3, "prompt_snapshot_path": "prompts/iteration-0002.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. He is in his late 20s with a lean and wiry swimmer\u2019s build, featuring defined collarbones and narrow but present shoulders visible under a thin, oversized black cotton t-shirt. He has a narrow heart-shaped face with a sharp, clean-shaven jawline and a small, faded vertical scar on his chin. His eyes are deep-set and hooded, colored a pale gray-blue with a dark outer ring, framed by thick but straight brown eyebrows. His nose has a straight bridge and a narrow, refined tip. His hair is a soft chocolate brown with a messy, lived-in 2B wavy texture, styled with several long strands falling over his forehead and nearly touching his eyelashes. He is wearing a small silver hoop in his left ear. The setting is a dimly lit Brooklyn loft during the blue hour, with the cool twilight glow coming through a large industrial window in the background, illuminating a messy stack of vinyl records and a guitar neck leaning against the brick wall. The shot is a medium-close-up with a slight grain, feeling like a spontaneous photo taken on a high-end phone.", "image_path": "images/iteration-0002/m01-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: piercing light eyes, sharp jawline, and thick tousled hair. Nails the brooding indie musician vibe perfectly. Mouth is slightly parted and eyes are locked on camera.", "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. He is in his late 20s with a lean, wiry runner's build, featuring elegant sloping shoulders and prominent collarbones visible above the neckline of his shirt. His skin is a cool porcelain with neutral undertones. He has a narrow oblong face with a sharp, high-set jawline and hollowed cheeks. His eyes are deep-set and narrow, a dark olive-hazel color, framed by thick lashes and straight, heavy eyebrows that are slightly unkempt. His nose is straight and narrow with a fine, pointed tip. He has a small bow-shaped mouth with a thin top lip and a slightly fuller bottom lip. His soft medium-brown hair has a 2B messy-wave texture, falling forward over his forehead and partially veiling his eyes in a lived-in, tousled state. A tiny vertical scar notches his left eyebrow, and a small dark mole is visible on the left side of his neck. He is wearing a faded, oversized black vintage band t-shirt with a stretched collar. He is leaning against a white-washed brick wall in a Brooklyn loft during twilight, with the neck of an electric guitar leaning against a chair in the soft-focus background. The lighting is low and moody from a nearby floor lamp, creating a soft, amateur iPhone-shot aesthetic with natural shadows.", "image_path": "images/iteration-0002/m01-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking indie aesthetic. Sharp jawline, intense deep-set eyes, and perfectly styled messy hair. Nails the brooding musician vibe.", "failure_tags": [] }, { "persona_id": "m02", "persona_name": "Mateo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Mexican-American man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with warm olive skin and deep golden undertones, standing on a sun-drenched Miami boardwalk. He has a powerful gym-built frame with broad V-tapered shoulders, a thick neck, and defined chest mass visible through the fabric of a tight-fitting charcoal grey performance T-shirt. His face is a wide square shape with a sharp, heavy jawline and high cheekbones. He has deep-set almond-shaped eyes that are a warm chocolate brown with golden flecks, framed by thick, dark, straight eyebrows. His nose has a high, straight bridge and he has a wide mouth with a full lower lip and a distinct cupid's bow, held in a charming, cocky half-smile. His hair is dark and thick with a 2C wavy texture, cut in a messy-on-top taper fade that looks salt-sprayed and windblown. A small, thin scar is visible just above his left eyebrow. The shot is a medium-frame amateur snap, captured in the bright, hazy light of golden hour with the blue ocean and blurred palm trees in the background.", "image_path": "images/iteration-0002/m02-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Strong jawline and broad, gym-built shoulders. Good eye contact and slight mouth gap. Above average but slightly generic AI face prevents a higher score.", "failure_tags": [ "generic_face" ] }, { "persona_id": "m02", "persona_name": "Mateo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Mexican-American man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with a wide square face, a sharp jawline, and high prominent cheekbones. He has deep amber-brown eyes that are almond-shaped with thick dark lashes, and his eyebrows are straight, thick, and well-groomed. His hair is a short 2B beachy wave in dark espresso, styled back with a touch of salt-water texture. His nose has a straight bridge with a masculine base, and he has a small vertical scar through his left eyebrow and a deep dimple in his right cheek. He has a powerful gym-built frame with broad V-tapered shoulders, a thick neck, and defined upper chest mass visible through his charcoal grey performance tank top. His skin is a warm olive with golden undertones and a light sheen from the Miami humidity. He is captured in a stop-and-talk pose, leaning casually against a wooden boardwalk railing at a Miami beach during golden hour, with the soft-focus Atlantic Ocean in the background. The lighting is warm and natural, creating a magnetic and radiant look in this candid iPhone-style shot.", "image_path": "images/iteration-0002/m02-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking golden-brown eyes, strong square jawline with a cleft chin, and broad gym-built shoulders. Very attractive, top 15% easily. Missing the 'easy charming smile' from the prompt, expression is a bit intense.", "failure_tags": [] }, { "persona_id": "m03", "persona_name": "Jiwon", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean swimmer's build, featuring a long neck, defined collarbones, and elegant but present shoulders. His face is a narrow oval with a sharp jawline, complemented by soft monolid eyes of a deep ebony-brown and straight, natural brows. He has a straight nasal bridge with a slightly rounded tip and a small, bow-shaped mouth. His hair is a soft 1B texture in a dark charcoal black, styled in a messy, middle-parted curtain fringe that looks like he\u2019s been running his hands through it. On the side of his neck, just below the jaw, sits a small, distinctive moles. He is captured in a medium shot, sitting at a wooden desk in a sun-drenched Los Angeles studio filled with sketches and plants. He wears an oversized, chunky knit cream cardigan over a light gray wrinkled linen shirt. His long, thin fingers are resting on the table, showing faint, permanent ink stains around the cuticles. The lighting is soft morning sun, creating a natural, stop-and-talk candid atmosphere.", "image_path": "images/iteration-0002/m03-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Soft monolid eyes and clear skin stand out, fitting the 'quiet artist boy' vibe perfectly. Good facial symmetry, but frame is a bit slight.", "failure_tags": [] }, { "persona_id": "m03", "persona_name": "Jiwon", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a tall, lean build characterized by long limbs and elegant, narrow shoulders. His face is a narrow oval with a sharp, clean jawline and warm olive skin with a golden undertone. He has soft almond-shaped monolid eyes of a deep amber-brown, framed by thick, straight black eyebrows. His nose has a straight bridge and a refined, slim tip. His hair is pin-straight, jet black, and worn mid-length in a slightly messy middle part. A distinctive tiny beauty mark is visible just below his left eye. He is wearing a chunky cream-knit cardigan over a rumpled white linen shirt. He is captured in a medium shot, sitting at a wooden drafting table in a sun-drenched Los Angeles studio, with his hands resting on the desk showing faint, realistic black ink stains on his long fingers. The lighting is soft and natural from a nearby window, creating a gentle, non-studio aesthetic with the authentic quality of a smartphone snapshot.", "image_path": "images/iteration-0002/m03-seed2.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.0, "reason": "Above average. Strong jawline and striking monolid eyes stand out, but the overall frame feels a bit narrow and the expression is slightly stiff.", "failure_tags": [ "narrow_shoulders" ] }, { "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. He is in his early 30s with a lean but defined build, featuring broad shoulders and a V-tapered torso visible through a crisp, fitted black button-down shirt with the sleeves rolled up to reveal intricate geometric forearm tattoos. He has a warm deep mahogany skin tone with cool undertones and a soft natural sheen. His face is a strong square shape with a sharp, clean jawline and high, sculpted cheekbones. He has deep-set, intelligent almond-shaped eyes of a near-black obsidian color and thick, well-groomed straight eyebrows. His nose is broad with a straight bridge and a defined tip, and he has full, symmetrical lips with a pronounced cupid's bow. He wears his hair in a very short, precision-faded buzz cut, and a small, distinctive circular scar sits just above his left eyebrow. He is captured in a medium-shot (MS), leaning casually against a polished dark wood bar top in a dimly lit, upscale Manhattan hotel lounge. One hand rests on a small, worn philosophy paperback book. The background is softly blurred, showing the warm amber glow of premium spirit bottles on mirrored shelves and the elegant, quiet atmosphere of a late-night bar. The lighting is low and cinematic, casting soft shadows that highlight his facial structure, giving him a magnetic and approachable \"stop-and-talk\" presence.", "image_path": "images/iteration-0002/m04-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 8, "weighted_score": 8.4, "reason": "Striking presence. Broad shoulders, sharp jawline, and intense, direct eye contact. Very strong frame and vascular forearms.", "failure_tags": [] }, { "persona_id": "m04", "persona_name": "Marcus", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted. Marcus is in his early 30s with a warm mahogany skin tone and a sharp, rectangular face featuring a well-defined jawline and high, prominent cheekbones. He has deep-set, dark amber eyes with thick lashes and a straight Roman nose with a slightly wider base. His hair is a neat, short-cropped fade on the sides with a dense 4C natural texture on top, and he sports a meticulously groomed short box beard. A small, distinctive silver hoop pierces his left earlobe. He has a broad-shouldered, muscular V-tapered build with a thick neck, his frame filling out a professional fitted black button-down shirt with the sleeves rolled up to his elbows, revealing intricate grayscale geometric tattoos across his thick forearms. He is positioned behind a polished marble bartending counter in an upscale, dimly lit Manhattan hotel bar with blurred amber back-lighting from rows of glass bottles. He is leaning slightly forward in a stop-and-talk pose, one hand resting on the mahogany bar surface near a weathered philosophy paperback, capturing a candid moment of quiet charm in the soft, warm ambient light of a NYC evening.", "image_path": "images/iteration-0002/m04-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking presence. Broad shoulders tapering well, intense warm brown eyes, and a sharp, well-groomed beard/jawline combo. Definitely top 15%.", "failure_tags": [] }, { "persona_id": "m05", "persona_name": "Dario", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Italian-American man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a wiry, lean swimmer's build and sloping, athletic shoulders. His face is a sharp diamond shape with a defined jawline and a faint shadow of stubble. He has deep amber-brown almond-shaped eyes and a straight Roman nose with a narrow bridge. His dark brown hair is texture-rich with 2B beachy waves, chin-length and side-parted in a soft, grungy style. A small vertical scar notches through his thick, naturally arched left eyebrow. He has a warm olive skin tone with golden undertones, illuminated by the glowing orange light of golden hour. He is wearing a faded, cracked black vintage band t-shirt that shows off a detailed black-ink half-sleeve tattoo across his left forearm. He is sitting on a skateboard in a Brooklyn skate park, with the blurred background of concrete ramps, graffiti-covered walls, and a chain-link fence. The shot is a medium-frame photo with a casual, stop-and-talk pose and a radiant, boyish expression.", "image_path": "images/iteration-0002/m05-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: thick wavy hair, strong square jawline, and intense warm brown eyes. Nails the skater aesthetic perfectly.", "failure_tags": [] }, { "persona_id": "m05", "persona_name": "Dario", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Italian-American man, late 20s, eyes looking at camera, his mouth slightly parted. He has a wiry, athletic skater\u2019s build with broad shoulders and lean forearms. His skin is a warm olive with golden undertones. He possesses a strong square jawline and a narrow face, with deep-set amber-brown eyes and thick, natural, slightly arched eyebrows. His nose has a straight Roman bridge and a refined tip. He has a wide mouth with a full lower lip and a small, charming gap between his front teeth. His hair is a dark espresso color, styled in messy 2B wavy layers that reach his jaw, looking soft and wind-tousled. A subtle, thin scar runs through the tail of his left eyebrow. He is wearing a faded charcoal-grey vintage band T-shirt with cracked graphics. His left arm is covered in a detailed half-sleeve of blackwork tattoos featuring geometric patterns and fine-line script. He is captured in a medium shot, sitting on a concrete ledge at a Brooklyn skate park during golden hour, the warm hazy light catching the side of his face while the city skyline remains softly blurred in the background.", "image_path": "images/iteration-0002/m05-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking combination of thick, perfectly tousled hair, strong angular jawline, and intense amber eyes. Nails the skater aesthetic while maintaining high conventional attractiveness.", "failure_tags": [] }, { "persona_id": "m06", "persona_name": "Adrian", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Mediterranean man, eyes looking at camera, his mouth slightly parted. He is 35 years old with a mature, V-tapered build featuring broad shoulder breadth and a thick, powerful neck. He has a wide square face with a sharp, heavy jawline and high, prominent cheekbones. His skin is a warm olive with golden undertones. His eyes are deep-set and almond-shaped, colored a rich dark-amber brown, positioned under thick, straight, well-groomed eyebrows. He has a narrow Roman nose with a high bridge and a slight cleft in his chin. His hair is dark espresso with a 2A wavy texture, cut short but showing prominent silver-grey hair at the temples. He is wearing a charcoal-textured wool suit jacket over a crisp white button-down shirt with the collar open and no tie, revealing the top of his defined upper chest. He is standing in a Chicago high-rise office during the late afternoon, with the soft-focus city skyline visible through the window behind him. The lighting is soft and natural, captured in a medium shot with a candid, stop-and-talk iPhone aesthetic.", "image_path": "images/iteration-0002/m06-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, intense deep-set eyes, and broad shoulders tapering well. Nails the Mediterranean finance guy persona perfectly. Mouth is slightly parted and eye contact is direct.", "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. He is 35 years old with a warm olive skin tone and a deep golden undertone. He has a powerful V-tapered torso with broad shoulders, a thick neck with a defined sternocleidomastoid line, and visible upper chest mass through his open collar. His face is a strong oblong shape with a sharp, heavy jawline and high cheekbones. He has deep-set, dark amber-brown eyes with hooded lids and thick, straight eyebrows. His nose is a classic Roman shape with a high bridge and a defined tip. He has a wide, straight mouth with a fuller bottom lip. His hair is a thick 2B wavy texture, dark espresso brown but with distinct silver salt-and-pepper edges at both temples, styled in a clean professional taper. He is wearing a charcoal-gray tailored wool suit jacket over a crisp white shirt that is unbuttoned at the neck, revealing a hint of his collarbone. He is captured in a medium-shot within a modern Chicago office, with the blurred architectural lights of the city at dusk visible through a window behind him. The lighting is soft and natural, emphasizing the realistic skin texture and a slight five-o'clock shadow on his jaw.", "image_path": "images/iteration-0002/m06-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking Mediterranean features with a very strong, square jawline, intense deep-set eyes, and a broad, masculine frame. Hits the 'protective alpha' vibe perfectly.", "failure_tags": [] }, { "persona_id": "m07", "persona_name": "Haruki", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Japanese man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with a lean swimmer\u2019s build that gives him broad but soft shoulders visible under his clothing. He has a heart-shaped face with a soft jawline and high cheekbones. His eyes are large, deep-set, and slightly downturned in a warm dark-amber color, with a subtle monolid crease. He has a straight nose with a soft, rounded tip and a small, full mouth with a defined cupid's bow. A single small beauty mark is visible just below his left eye. His jet-black hair is styled in a tousled, messy fringe with a thick 2B wavy texture that looks freshly windblown. He is wearing a thick, oversized cream-colored cable-knit sweater with a high ribbed collar that bunches slightly at his neck. He is sitting at a small wooden table in a sunlit Tokyo cafe, with the blurred greenery of a street-side planter and the soft bokeh of golden hour light filtering through a window behind him. His expression is sweet and welcoming, capturing a genuine moment of connection.", "image_path": "images/iteration-0002/m07-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Above average soft-boy aesthetic. Standouts: expressive warm eyes, clear skin with a cute beauty mark, and well-styled tousled hair. Fits the persona perfectly.", "failure_tags": [] }, { "persona_id": "m07", "persona_name": "Haruki", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Japanese man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with a lean but defined frame, broad shoulders visible through his clothes, and a warm ivory skin tone. His face is a narrow oval with a soft jawline and high, subtle cheekbones. He has wide-set, expressive almond eyes in a warm honey-brown shade with golden flecks and thick, dark lashes. His nose has a straight bridge and a soft rounded tip, and he has a full, well-defined cupid\u2019s bow mouth with a slight upward curve at the corners. His straight, dark coffee-brown hair is tousled in a casual, messy style with long bangs just touching his brows. A tiny mole sits just below his right eye, adding to his friendly, open expression. He is wearing an oversized, chunky-knit cream wool sweater with a thick ribbed collar. He is sitting at a small wooden table in a sun-drenched Tokyo cafe, leaning forward slightly in a stop-and-talk pose. The lighting is soft and natural, coming from a large window off-camera, creating a warm, cozy atmosphere. The shot is a medium-close-up with a shallow depth of field, blurring the warm wood and plants of the cafe interior in the background.", "image_path": "images/iteration-0002/m07-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 8, "weighted_score": 7.800000000000001, "reason": "Strikingly large, warm amber eyes and a delicate, symmetrical face structure. Nails the soft-boy aesthetic perfectly, though the frame is quite 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. He is in his late 20s with a warm bronze olive skin tone and a powerful, V-tapered athletic build. His frame is defined by broad shoulders, a thick muscular neck, and a lean upper chest visible through the armholes of a simple black ribbed tank top. He has a square face with a sharp jawline and deep-set, dark espresso-colored eyes that have a soft, kind expression. His nose has a straight bridge with a slightly thickened profile, and he has thick, straight black eyebrows. His hair is a very short, clean buzz cut. A prominent jiu-jitsu cauliflower ear on his right side serves as a signature feature of his fighter background. He is standing in a brightly lit Sao Paulo MMA gym, with the blurred textures of heavy leather bags and the mesh of a training cage in the background. The lighting is natural and slightly overhead, creating soft shadows and a realistic, non-studio texture on his skin.", "image_path": "images/iteration-0002/m08-seed1.png", "attractiveness": 5, "prompt_adherence": 8, "lipsync_adherence": 3, "weighted_score": 5.2, "reason": "Average looking guy. Frame is decent but face is very plain. Mouth is completely closed.", "failure_tags": [ "mouth_closed", "generic_face" ] }, { "persona_id": "m08", "persona_name": "Renan", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Brazilian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a warm olive complexion and a golden undertone, sporting a square face with a heavy, sharp jawline and high cheekbones. His eyes are deep-set, hooded, and a warm dark chocolate brown, paired with thick, dark, slightly unkempt eyebrows that feature a small vertical scar through the right one. He has a strong nose with a slightly crooked bridge and a masculine, asymmetrical mouth that forms a gentle, kind expression. His hair is a short black buzz cut, slightly damp with a subtle sheen. One ear shows distinct thickening from jiu-jitsu cauliflower ear. He has a powerful V-tapered muscular build, with broad shoulders, a thick neck, and a defined upper chest visible under a black ribbed tank top. He is standing in a gritty S\u00e3o Paulo MMA gym with heavy punching bags and a chain-link cage blurred in the background. The lighting is a mix of natural afternoon sun from a high window and cool indoor fluorecsents, creating a soft, unpolished, stop-and-talk candid feel.", "image_path": "images/iteration-0002/m08-seed2.png", "attractiveness": 6, "prompt_adherence": 8, "lipsync_adherence": 9, "weighted_score": 7.0, "reason": "Solid frame and nice skin texture, but the expression is a bit blank rather than a 'gentle smile'. Missing the requested cauliflower ear.", "failure_tags": [ "awkward_expression" ] }, { "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. He is in his early 30s with a wide square face and a weathered, sharp jawline. His build is rugged and powerful, showcasing broad shoulders and a thick neck with a visible sternocleidomastoid line under a worn, faded blue flannel shirt. His skin is deeply sun-tanned with warm golden undertones and a rugged texture. He has narrow, deep-set hooded eyes of a piercing steel-gray. His nose is Roman with a high bridge and a small, healed scar near the tip. He has a wide mouth with a thin upper lip and a fuller, weathered bottom lip, framed by thick, dark multi-day stubble. His hair is a coarse, dark espresso brown, peeking out from under a sweat-stained black felt cowboy hat that casts a cinematic shadow across his brow while keeping his eyes in the light. A distinctive faint white scar runs through his left eyebrow. He is captured in a medium shot, leaning against a rough-hewn wooden fence with the hazy, late-afternoon Montana Big Sky landscape softly blurred in the background, looking like a spontaneous moment from a ranch worker's day.", "image_path": "images/iteration-0002/m09-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking light eyes, strong square jawline, and broad shoulders give him undeniable presence. Nails the rugged cowboy aesthetic perfectly.", "failure_tags": [] }, { "persona_id": "m09", "persona_name": "Wyatt", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome white American man, eyes looking at camera, his mouth slightly parted. He is thirty-two years old with a rugged, sun-weathered complexion in a warm bronze tone with golden undertones. He possesses an imposing V-tapered build with exceptionally broad shoulders, a thick neck, and visible upper chest mass beneath his shirt. His face is a strong square shape with a heavy, sharp jawline covered in coarse dark stubble. He has deep-set, piercing slate-blue eyes framed by thick, straight dark eyebrows. His nose has a high, straight bridge and a slightly weathered tip, complemented by a wide mouth with a fuller bottom lip and a faint, thin scar cutting vertically through the outer edge of his left cheekbone. Beneath the brim of a weathered dark felt cowboy hat, messy dark brown hair is visible at the temples. He is wearing a faded, heavy-duty navy and forest green plaid flannel shirt, leaning casually against a rough-hewn cedar fence post on a Montana ranch. The background shows blurred rolling yellow hills under the soft, natural light of a late afternoon sun, creating a slight lens flare and a realistic, unpolished smartphone-camera aesthetic.", "image_path": "images/iteration-0002/m09-seed2.png", "attractiveness": 9, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 9.399999999999999, "reason": "Strikingly handsome. Sharp jawline, piercing blue eyes, rugged sun-weathered skin texture, and a broad, masculine frame. Instantly stops the scroll.", "failure_tags": [] }, { "persona_id": "m10", "persona_name": "Aarav", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Indian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a sharp diamond-shaped face, a clean-cut jawline, and warm honey-brown skin with golden undertones. He has deep espresso-brown eyes framed by black-rimmed rectangular glasses pushed slightly up the bridge of his nose, and thick, well-groomed dark arches for eyebrows. His hair is a short 2B wavy black texture, slightly tousled as if he\u2019s been studying for hours. He possesses a lean but defined swimmer's build with broad shoulders and a V-tapered torso visible through a fitted olive-green ribbed henley, and a thicker neck with a visible sternocleidomastoid line. A small, faint scar is visible just above his left eyebrow. He is sitting at a heavy wooden table in a sun-drenched university library at golden hour, with bookshelves blurred in the soft-focus background and warm light catching the side of his face. The shot is a medium-close-up with an amateur iPhone aesthetic and natural lighting.", "image_path": "images/iteration-0002/m10-seed1.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Nice warm eyes and good hair volume, but the jawline is a bit soft and the frame feels slightly narrow despite the fitted henley. A solid 6, but lacks the sharp standout features for a 7.", "failure_tags": [ "soft_jawline", "narrow_shoulders" ] }, { "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. He is in his late 20s with a warm bronze skin tone and subtle golden undertones. He has a strong square face with a sharp jawline, deep-set almond eyes that are a rich near-black with amber depth, and thick, groomed dark brows. His hair is a dense black 2B wave, short on the sides and slightly tousled on top. He wears thin-rimmed circular glasses pushed high up the bridge of his straight Roman nose. He has a distinctive tiny mole just below his left cheekbone. He possesses a V-tapered athletic build with broad shoulders and defined chest mass visible through the fabric of a fitted charcoal-gray cotton henley. He is captured in a medium shot, sitting at a heavy oak table in a Stanford library at golden hour, with warm sunlight streaming through tall windows creating a soft haze over the books in the background. Effortless stop-and-talk pose, amateur iPhone-shot aesthetic, natural lighting.", "image_path": "images/iteration-0002/m10-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Nice thick hair and warm eyes, but the frame feels a bit narrow and the expression is slightly blank. Solidly above average but lacks the standout features for a 7.", "failure_tags": [ "narrow_shoulders" ] }, { "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. He is in his early 30s with a warm olive skin tone and golden undertones. He has a sharp jawline on a narrow oval face, framed by day-old dark stubble. His eyes are deep-set and dark amber with thick lashes, and he has thick, dark, slightly arched eyebrows. His hair is short-cropped, dark mahogany black with a slight wave, looking slightly tousled from the heat of the kitchen. He has a high Roman nose with a defined tip and a small beauty mark near his left temple. He possesses a broad-shouldered, V-tapered build with a thick neck, wearing a white cotton chef\u2019s coat with the sleeves rolled up to his elbows, revealing intricate black-ink tattoos on his muscular forearms. He is standing in a high-end restaurant kitchen in Marseille, illuminated by the warm, directional amber glow of overhead heat lamps which creates a smoldering, moody atmosphere. The photo is a medium-shot, captured with the casual, slightly unpolished feel of a high-end smartphone camera.", "image_path": "images/iteration-0002/m11-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Strong jawline, intense deep-set eyes, and broad shoulders give him undeniable presence. Hits the smoldering chef persona perfectly.", "failure_tags": [] }, { "persona_id": "m11", "persona_name": "Yanis", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Algerian man, early 30s, eyes looking at camera, his mouth slightly parted. He has a sharp jawline with heavy day-old stubble and a narrow oval face structure reminiscent of a young Tahar Rahim. His eyes are deep-set and hooded, a rich amber-brown color, conveying an intense and focused gaze. He has a warm olive skin tone with golden undertones. His hair is short, dark, and textured in 2B curls, slightly damp at the temples from the heat of the kitchen. He possesses a V-tapered torso with broad shoulders and thick, muscular forearms visible as the sleeves of his crisp white double-breasted chef coat are rolled up. On his right inner forearm, an intricate black ink geometric tattoo is clearly visible. He is captured in a medium shot within a high-end restaurant kitchen in Marseille, with warm overhead pendant lighting creating dramatic shadows and a slight sheen on his skin. The background features the soft-focus bokeh of stainless steel surfaces and copper cookware. He has a small, faint vertical scar through his left eyebrow as a distinctive feature. The photo has a natural, unpolished grain and the authentic feel of a quick smartphone snap.", "image_path": "images/iteration-0002/m11-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Intense dark eyes are a positive, but the expression is a bit stiff and the beard grooming looks slightly patchy/messy rather than intentional stubble. Frame is decent but overall vibe is just slightly above average.", "failure_tags": [ "awkward_expression", "bad_grooming" ] }, { "persona_id": "m12", "persona_name": "Seojun", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a narrow oval face, a razor-sharp jawline, and high, sculpted cheekbones. His eyes are narrow monolids with an intense, cold gaze, colored a deep obsidian-black. He has a high-bridged, straight Roman nose and a small mouth with a thin top lip and a very defined cupid's bow. His eyebrows are thick, dark, and perfectly straight. A small, singular mole is visible on his left cheekbone. His jet-black hair is 1A pin-straight and impeccably styled in a side-parted quiff. He has a commanding V-tapered build with broad shoulders and a thick neck, dressed in a perfectly tailored navy wool suit over a crisp white dress shirt. He is standing in a minimalist executive office in Seoul, framed against a massive floor-to-ceiling window that reveals a blurred city skyline at dusk. The lighting is cool-toned and natural, captured with a slight handheld camera tilt that gives it an authentic stop-and-talk candid feel.", "image_path": "images/iteration-0002/m12-seed1.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 8, "weighted_score": 7.800000000000001, "reason": "Strong K-drama CEO aesthetic. Sharp jawline and intense, focused gaze stand out. Mouth is slightly parted, eyes are visible and looking at camera.", "failure_tags": [] }, { "persona_id": "m12", "persona_name": "Seojun", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a lean but defined build, featuring broad shoulder breadth and a sharp V-tapered torso that gives him a commanding presence in a perfectly tailored navy pinstripe suit. He has a narrow diamond-shaped face with a striking, sharp jawline and high, prominent cheekbones. His eyes are narrow monolids, deep-set and piercing with near-black irises. His nose has a straight, high bridge and a defined, sharp tip, while his mouth consists of thin, precise lips with a sharp cupid\u2019s bow. His hair is a dark, meticulously groomed side-parted undercut with a slight matte texture. He has a distinctive small beauty mark just below his left eye. He is captured in a stop-and-talk pose in a high-rise Seoul office, with a massive floor-to-ceiling window behind him revealing a sprawling city skyline at twilight. The lighting is a blend of cool office interior glow and natural dusk light, creating a high-end but candid smartphone-shot aesthetic.", "image_path": "images/iteration-0002/m12-seed2.png", "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 10, "weighted_score": 7.800000000000001, "reason": "Strong jawline and intense, direct eye contact elevate him above average. The shirtless-under-suit styling is a bit much for a 'tech CEO' persona, but the facial structure is undeniably sharp.", "failure_tags": [ "styling_dominates" ] }, { "persona_id": "m13", "persona_name": "Finn", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Australian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a lean swimmer\u2019s build, showcasing broad shoulders, a thick neck, and a V-tapered torso. His face is a rugged oval with a sharp jawline and deep-set sea-blue eyes that have prominent crinkle lines at the corners. He has a straight, high nose bridge and a small, natural gap between his front teeth. His skin is a deep golden-tan with a warm bronze undertone, textured by dried salt from the ocean. His hair is a messy, damp 2B texture, sun-bleached to a pale golden blonde with darker roots. He is captured in a medium shot on a beach at sunrise, wearing a black neoprene wetsuit peeled down to his waist. The lighting is soft morning gold, creating a slight glisten on his skin. High-quality amateur phone photo, natural light, slight motion blur in the distant crashing waves.", "image_path": "images/iteration-0002/m13-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking blue eyes, strong square jawline, and a very defined, lean swimmer's physique. Missing the 'warm crinkled smile' from the prompt, but undeniably top 15% attractive.", "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. He is in his late 20s with a lean swimmer\u2019s build, featuring wiry muscularity, broad sloping shoulders, and defined collarbones visible in a chest-up frame. He has a rugged diamond-shaped face with a sharp, sun-browned jawline and deep-set eyes the color of pale sea-glass. His hair is shoulder-length 2B beachy waves, heavily sun-bleached to a sandy blonde and messy with sea salt. His skin is a deep golden bronze with warm olive undertones, featuring a dense dusting of sun-freckles across his nose and high cheekbones, and prominent crinkle lines at the outer corners of his eyes from squinting at the sun. He has a wide mouth with a slightly fuller bottom lip and a small, distinctive nick in the center of his right eyebrow. The scene is a beach at sunrise with soft, hazy golden light illuminating the salt spray in the air. He is standing near the shoreline, shirtless, with the strap of a surfboard leash visible around his wrist, looking like he just stepped out of the water for a conversation.", "image_path": "images/iteration-0002/m13-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking surfer aesthetic. Standouts: sharp jawline, intense deep-set eyes, and a lean, defined swimmer's build. Missing the 'warm crinkled smile' from the prompt, but highly attractive.", "failure_tags": [] }, { "persona_id": "m14", "persona_name": "Cyrus", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Iranian man, eyes looking at camera, his mouth slightly parted. He is 28 years old with a sharp, angular diamond-shaped face and a pronounced, clean-shaven jawline. He has deep-set, hooded eyes the color of dark espresso and thick, well-groomed straight eyebrows with a slight arch. His nose is a prominent Roman profile with a high bridge. He has a full cupid's bow mouth fixed in a slight, asymmetric smirk. His jet-black hair is thick and slicked back with high-shine pomade, though a few stray strands have fallen loose. He possesses a lean but defined swimmer's build with broad shoulders and a thick neck, visible as he leans against a black lacquered doorway. He is wearing an oversized, premium lambskin biker jacket over a simple white silk t-shirt. The lighting is the cool, dim glow of a Mayfair street at night, with blurred golden bokeh from high-end storefronts in the background, casting sharp shadows that highlight his warm olive skin and a small, distinctive mole just below his left cheekbone.", "image_path": "images/iteration-0002/m14-seed1.png", "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 1, "weighted_score": 6.2, "reason": "Strong jawline and intense, dark eyes give him a striking look, but the mouth is firmly closed, failing the lipsync requirement.", "failure_tags": [ "mouth_closed" ] }, { "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. He is in his late 20s with a sharp, narrow oval face, prominent high cheekbones, and a clean-shaven, razor-sharp jawline. His eyes are deep-set and almond-shaped, a dark near-black color with a slight olive cast under heavy, relaxed lids. He has a narrow Roman nose with a high bridge and a refined tip. His mouth features a full cupid's bow and a slightly asymmetric smirk that conveys an entitled confidence. He has thick, dark, perfectly groomed eyebrows and a small, singular beauty mark located just below his right eye. His jet-black hair is 1A pin-straight and slicked back with a glossy pomade, looking wet and stylized. He has a refined V-tapered build with broad shoulders and a defined neck, wearing a heavy, expensive black designer leather jacket unzipped over a dark silk shirt. The setting is a prestigious Mayfair street at night, with the warm golden bokeh of high-end storefronts and blurred luxury car headlights in the background. The lighting is moody and soft, captured with the casual, slightly grainy texture of a high-end smartphone camera.", "image_path": "images/iteration-0002/m14-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: sharp jawline, intense dark eyes with thick brows, and full lips. Nails the arrogant rich-kid vibe perfectly.", "failure_tags": [] }, { "persona_id": "m15", "persona_name": "Devon", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a powerful V-tapered athletic build, featuring broad heavy shoulders, a thick neck with visible muscle cord lines, and a solid chest filling out a navy blue cotton fire station t-shirt. His face is a wide square shape with a remarkably sharp jawline and high cheekbones. His eyes are deep amber-brown and almond-shaped with a warm, approachable expression. He has a straight, wide nose bridge and full, symmetrical lips. His hair is a precise 4C buzz cut fade with a clean hairline, and he has a distinctive small vertical scar through the tail of his left eyebrow. He is captured in a stop-and-talk pose inside a fire station garage in Chicago, with the soft natural daylight from the open bay doors illuminating his warm mahogany skin with golden undertones. The background shows the blurred red side of a fire engine and some coiled hoses, giving the shot an authentic, hero-archetype vibe.", "image_path": "images/iteration-0002/m15-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Broad shoulders tapering well, strong square jawline, and warm, expressive amber-brown eyes. Nails the athletic build and approachable warmth.", "failure_tags": [] }, { "persona_id": "m15", "persona_name": "Devon", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Black man, eyes looking at camera, his mouth slightly parted. He is in his early 30s with a powerful V-tapered athletic frame, shown through the snug fit of a charcoal-gray cotton station t-shirt that emphasizes his broad shoulder breadth and defined upper chest. His neck is thick and muscular with a visible sternocleidomastoid line. He has a strong square face shape with a sharp, masculine jawline and high cheekbones. His skin is a rich deep mahogany with warm golden undertones. His eyes are deep-set almond-shaped in a soft liquid-amber brown, projecting a warm, heroic radiance. He has a straight nose bridge ending in a slightly rounded tip and a tiny, faded scar near the tail of his left eyebrow. His mouth is wide with a fuller bottom lip and a defined cupid's bow, held in an easy, approachable expression. His hair is a neat, low-taper buzz cut, and his eyebrows are thick, dark, and naturally arched. He is standing inside a Chicago fire station garage, with the out-of-focus red fender of a fire engine and coiled yellow hoses in the background. The scene is illuminated by soft, natural daylight pouring through the open bay doors, giving the image a realistic, unposed iPhone-shot aesthetic. Medium shot, eye-level framing.", "image_path": "images/iteration-0002/m15-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Strong jawline, broad shoulders tapering to a narrow waist, and intense, warm brown eyes. Very solid frame and masculine presence.", "failure_tags": [] }, { "persona_id": "m16", "persona_name": "Theo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome German man, eyes looking at camera, his mouth slightly parted. He is in his late-20s with a slim and intentionally angular build, featuring narrow shoulders, a lean wiry frame, and long slender limbs that emphasize a delicate intellectual aesthetic rather than athletic bulk. His face is a sharp-featured narrow oblong with hollowed cheeks and a high, defined jawline. He has deep-set slate-gray eyes with a dark outer ring, framed by exceptionally long and thick dark lashes. His nose is long and straight with a high bridge, and his lips are thin with a clear cupid's bow. His hair is dark espresso, 1B texture, reaching his shoulders in a tousled, uncombed state. He wears a worn, oversized cream knit cardigan over a loose linen shirt that drapes over his slight frame. A distinctive ink smudge is visible on his right temple, and his long fingers are stained with dark blue fountain pen ink. He is seated at a small wooden table in a Berlin cafe, with soft, golden late-afternoon light streaming through a window, creating a warm, quiet atmosphere. The shot is a medium-close-up with an amateur iPhone-camera quality.", "image_path": "images/iteration-0002/m16-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking 'delicate intellectual' look. Standouts: sharp, angular cheekbones, intense light eyes with thick lashes, and a strong, defined jawline that balances the slim frame.", "failure_tags": [] }, { "persona_id": "m16", "persona_name": "Theo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome German man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with a pale porcelain skin tone and cool blue undertones. He has an intentionally slim and angular frame with narrow, elegant shoulders and a lean, wiry build, featuring long limbs and a thin neck with a visible Adam's apple. His face is a sharp diamond shape with high, protruding cheekbones, a narrow jawline, and a slight, subtle cleft in his chin. He has deep-set, pale gray-green eyes framed by unusually long, dark lashes and thin, straight eyebrows. His nose is a narrow Roman profile with a high bridge and a sharp tip. His mouth is small and bow-shaped with a thin upper lip and a natural paleness. His shoulder-length dark hair has a 2A slight wave texture, looking slightly tousled and lived-in. He is captured in a medium-shot at a small wooden table in a dimly lit Berlin cafe during the late afternoon, with soft golden light catching the dust motes around him. He wears a worn, oversized cream wool cardigan over a loose, wrinkled white linen shirt that hangs off his slight torso. His long, thin fingers are stained with dark fountain pen ink as he leans slightly forward, one hand resting near a notebook. The vibe is a delicate, quiet intellectual intensity with a stop-and-talk candid feel.", "image_path": "images/iteration-0002/m16-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking 'delicate intellectual' aesthetic. Sharp cheekbones, intense pale eyes, and a perfectly executed lean, angular frame. The tousled hair and parted lips add undeniable magnetism.", "failure_tags": [] }, { "persona_id": "m17", "persona_name": "Sangwoo", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with a cool porcelain skin tone and a slender, slight-framed build featuring narrow, elongated shoulders and a long, graceful neck that emphasizes his cerebral aesthetic. He has a narrow oval face with a soft jawline and gentle monolid eyes with deep espresso-colored irises, framed by delicate silver wire-rimmed round glasses. His jet-black hair is precisely styled in a sleek middle-part. He has a straight, slender nose bridge and thin, symmetrical lips. A subtle, small beauty mark is positioned just beneath his left eye. He is wearing a fitted off-white linen shirt buttoned strictly to the collar, seated in a quiet corner of an old library with soft, hazy window light illuminating the dust motes and stacks of leather-bound books behind him. The shot is a medium-close-up with an amateur, natural feel, capturing a moment of quiet intellectual reflection.", "image_path": "images/iteration-0002/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 boyish, lacking masculine presence. Fits the 'cerebral/slim' prompt perfectly, but doesn't stand out enough for a higher score.", "failure_tags": [ "narrow_shoulders", "weak_frame", "generic_face" ] }, { "persona_id": "m17", "persona_name": "Sangwoo", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Korean man, eyes looking at camera, his mouth slightly parted. He is in his mid-20s with a pale cool-toned porcelain complexion and an intentionally slim, delicate frame characterized by narrow shoulders and long, slender fingers. His face is a refined narrow oval with soft monolid eyes the color of dark obsidian, framed by thin gold wire-rimmed round glasses. He has a straight, delicate nose bridge and a small, well-defined bow-shaped mouth. His hair is pin-straight and coal-black, styled in a precise middle-part that brushes his forehead. A singular small beauty mark is visible just below his left eye. He is wearing an off-white linen shirt buttoned to the very top collar, sitting at a dark wood table in a sun-drenched Seoul bookstore. The background is filled with the soft-focus textures of floor-to-ceiling bookshelves and the warm glow of a nearby window, captured with the casual framing and natural light of a high-quality smartphone camera.", "image_path": "images/iteration-0002/m17-seed2.png", "attractiveness": 6, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 7.3999999999999995, "reason": "Nails the intended cerebral, slim aesthetic with soft features and good styling, but the face feels a bit too generic-AI and lacks the striking definition needed for a higher score. Weak frame as requested, but limits raw physical appeal.", "failure_tags": [ "generic_face", "weak_frame" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 1, "image_prompt": "A super candid amateur photo of a super handsome Caucasian man, eyes looking at camera, his mouth slightly parted. He is in his late 20s with an elegant dancer's build, characterized by a long lean neck, narrow but defined shoulders, thin collarbones, and a slim waist with elongated muscular lines rather than bulk. His face is a narrow diamond shape with very sharp high cheekbones and a precise jawline. He has deep-set dark obsidian eyes with long lashes and a small birthmark just below his left cheekbone. His lips are naturally full with a well-defined cupid\u2019s bow. His dark brown hair is sleekly pulled back into a neat low ponytail. He is captured in a stop-and-talk pose while sitting on the floor in a partial side-stretch, one long leg extended. He wears a form-fitting slate gray sleeveless compression shirt that highlights his wiry frame and black dance tights. The background is a minimalist New York City dance studio with matte black marley flooring, a wooden ballet barre, and large floor-to-ceiling windows letting in soft morning sunlight that creates a natural glow on his porcelain skin.", "image_path": "images/iteration-0002/m18-seed1.png", "attractiveness": 5, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 6.8, "reason": "Nails the lean dancer physique and studio setting perfectly. However, the facial features lean slightly uncanny/feminine, and the overall frame is very narrow, lacking masculine presence.", "failure_tags": [ "feminine_features_male", "narrow_shoulders", "uncanny" ] }, { "persona_id": "m18", "persona_name": "Cassian", "persona_gender": "male", "seed": 2, "image_prompt": "A super candid amateur photo of a super handsome Caucasian man, eyes looking at camera, his mouth slightly parted. Cassian is in his late 20s with a lean and elegant dancer's build, featuring a narrow waist, long limbs, and sloped but well-defined shoulders that emphasize line over bulk. He has a narrow oval face with very sharp cheekbones, deep-set dark amber-brown eyes with thick lashes, and a small beauty mark just below his left cheekbone. His lips are full with a soft cupid's bow and his dark hair is pulled back into a neat, low ponytail, revealing his high forehead and straight, narrow Roman nose. He is wearing a tight black dance tank top and is captured in a medium shot, sitting on the floor in a partial stretch with one leg extended. The background is a bright, sunlit New York City dance studio with gray marley flooring, a wooden barre, and large mirrors that catch the soft natural light. The atmosphere is one of grace and focused precision, captured with the casual clarity of a phone camera.", "image_path": "images/iteration-0002/m18-seed2.png", "attractiveness": 5, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 6.8, "reason": "Nails the lean dancer physique and studio setting perfectly. However, the facial features lean slightly uncanny/feminine, and the overall frame is too delicate for my taste. Neutral default score.", "failure_tags": [ "feminine_features_male", "uncanny" ] }, { "persona_id": "f01", "persona_name": "Hannah", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful white woman, eyes looking at camera, her mouth slightly parted. She is in her mid-20s with a lean, slender build and clear, defined collarbones visible. Her face is a narrow heart shape with deep forest-green almond-shaped eyes and softly arched, light-brown eyebrows. She has a small upturned button nose and a full cupid's bow mouth with a slightly thinner upper lip. A light scattering of natural freckles is concentrated across the bridge of her nose and the tops of her cheeks. Her soft auburn hair, textured with messy 2B waves, is styled in a loose half-up knot with several strands framing her face. She is wearing a bulky, oversized oatmeal-colored knit cardigan draped over a simple charcoal silk camisole. She is seated at a weathered wooden table inside a sun-drenched Austin coffee shop, bathed in soft, hazy side-lighting from a large window that creates a warm glow on her pale cream skin. The shot is a medium-close-up with a genuine, unposed smartphone-camera aesthetic.", "image_path": "images/iteration-0002/f01-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: striking green eyes, delicate freckles, and full symmetric lips. Very attractive, top 15% easily.", "failure_tags": [] }, { "persona_id": "f01", "persona_name": "Hannah", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful white American woman, eyes looking at camera, her mouth slightly parted. She is in her mid-20s with a lean but soft build, showing defined collarbones and elegant, sloping shoulders visible under the neckline of a thin cream-colored silk camisole. Her face is a narrow heart-shape with a soft, rounded jawline and high, delicate cheekbones. She has large, slightly downturned doe-eyes in a deep forest-green shade with specks of amber, framed by thick, natural lashes. Her nose is a small upturned shape with a defined bridge and a dusting of light, pale-brown freckles concentrated across the bridge and the tops of her cheeks. Her lips feature a pronounced cupid's bow and a slightly fuller bottom lip with a natural matte texture. Her eyebrows are soft and feathered, arched naturally without heavy grooming. Her soft auburn hair has a 2A wavy texture, styled in a messy half-up look secured by a small claw clip, with loose tendrils framing her face. A distinctive small dark mole is visible just below the outer corner of her left eye. She is captured in a medium close-up shot, sitting at a sun-drenched wooden table in an Austin coffee shop, wearing a thick, oversized chunky-knit charcoal cardigan that hangs off one shoulder. The lighting is warm morning sun streaming through a large window, creating a soft glow on her warm porcelain skin with its peachy undertones, while the background is a soft-focus blur of bookshelves and a steaming ceramic mug.", "image_path": "images/iteration-0002/f01-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: large expressive green eyes, full symmetric lips, and delicate freckles across a refined nose. Very attractive, though slightly generic AI perfection keeps it from a 9.", "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, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a warm olive skin tone and a golden undertone, showing a light sheen of exertion. She possesses a powerful athletic build with broad, defined shoulders, a visible V-taper, and toned upper chest mass. Her face is a narrow oval with high, sharp cheekbones and a very defined jawline. She has almond-shaped, deep mahogany eyes with thick natural lashes and high-arched, well-groomed dark eyebrows. Her nose is straight with a slightly defined tip, and she has a wide mouth with a full cupid's bow and a small, charming gap between her front teeth. A small beauty mark is located just above her left eyebrow, and a tiny minimalist black-ink sparrow tattoo is visible on her inner right forearm. Her dark, 2B textured hair is pulled back into a high, sleek ponytail with a few stray flyaways. She is wearing a vibrant teal racerback sports bra, captured in a medium shot as she leans casually against an industrial squat rack in a bright Miami gym. Natural sunlight streams through large floor-to-ceiling windows, creating a cocky-warm, stop-and-talk atmosphere.", "image_path": "images/iteration-0002/f02-seed1.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: strong jawline, full symmetric lips, and intense dark eyes. Athletic build matches prompt well. Tattoo is on shoulder rather than forearm.", "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. She is in her late 20s with a warm olive skin tone and golden undertones. She has a powerful athletic build with broad, defined shoulders and a lean, toned upper chest visible through her teal compression sports bra. Her face is a narrow oval with a sharp jawline and high cheekbones. She has large deep amber-brown almond-eyes and thick, naturally arched dark eyebrows. Her nose has a straight bridge and a small defined tip. Her mouth is wide with a full cupid's bow, showing a confident, cocky-warm grin with a single dimple on her left cheek. Their dark hair is pulled into a tight, snatched high ponytail with a slight 2B texture and a few humid flyaways. On her inner right forearm, a small minimalist geometric line tattoo is visible. She stands in a sun-drenched Miami gym with palm trees visible through the windows behind her. The lighting is soft and natural, captured in a medium shot with a high-angle amateur iPhone-quality vibe.", "image_path": "images/iteration-0002/f02-seed2.png", "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Striking features: sharp jawline, intense almond eyes, and full symmetric lips. Athletic build matches persona well. Missing the forearm tattoo.", "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, 24 years old. Eyes looking at camera, her mouth slightly parted. She has a lean dancer\u2019s build with elegant shoulders and a graceful, slender neck. Her face is a narrow oval with soft, subtle cheekbones and a delicate jawline. She has large, deep-set doe eyes in a warm amber-brown shade, featuring sharp inner corners and a soft double-lid crease. Her nose is a small button shape with a defined, narrow bridge. Her mouth is shaped into a full cupid\u2019s bow with a natural gradient tint. Her hair is waist-length, 1A pin-straight jet-black, parted in the middle and falling over her shoulders in a soft, silk-like texture. A tiny, distinctive beauty mark is situated just below her right eye. Her skin is a cool porcelain with a glassy, dewy finish and a subtle golden undertone from the city lights. She is wearing an oversized pastel lavender fleece hoodie that swallows her frame. She is captured in a stop-and-talk pose, sitting at a small table inside a brightly lit Seoul cafe at night, with the blurred neon signs of the Hongdae district visible through the window behind her. The image has the casual framing and soft natural lighting of a high-quality smartphone snap.", "image_path": "images/iteration-0002/f03-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Three standouts: flawless dewy skin texture, striking large doe eyes with sharp inner corners, and full, perfectly shaped lips. Nails the idol-trainee aesthetic.", "failure_tags": [] }, { "persona_id": "f03", "persona_name": "Yujin", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Korean woman, mid-20s. Eyes looking at camera, her mouth slightly parted. She has a delicate heart-shaped face with a sharp, tapered jawline and high, soft cheekbones. Her eyes are large espresso-brown doe eyes with a distinct double-eyelid and sharp, pointed inner corners, framed by long, well-defined lashes. She has a small button nose with a slim bridge and a soft, full cupid's-bow mouth with a natural pink gradient. Her eyebrows are straight and soft, groomed in a youthful Korean style. A tiny, dark beauty mark is visible just below her left eye. Her hair is waist-length, jet-black, and pin-straight, falling over the shoulders of her oversized pastel lavender fleece hoodie. She has a lean dancer's build with a long neck and delicate sloping shoulders. The skin is a warm porcelain tone with a radiant, dewy glass-skin finish. The shot is a medium-close-up taken in a modern Seoul cafe, with the blurred city lights and street signs visible through the window behind her, creating a soft bokeh in the evening light.", "image_path": "images/iteration-0002/f03-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Top 15%. Standouts: large doe eyes with sharp inner corners, flawless dewy skin, and full symmetric lips. Perfectly captures the idol-trainee vibe.", "failure_tags": [] }, { "persona_id": "f04", "persona_name": "Naomi", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful mixed-race Japanese and Black woman, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a slim, graceful build and long, elegant limbs. Her face is a narrow oval with high cheekbones, deep-set almond eyes of a deep amber-brown color, and a straight-bridge nose with a subtle, rounded tip. She has full lips with a defined cupid\u2019s bow and thick, natural eyebrows. A small cluster of dark freckles sits specifically across her nose bridge. Her hair is a short-cropped crown of tight, dark espresso 4A coils. She is wearing paint-stained denim overalls over a thin black ribbed tank top. The setting is a sunlit Brooklyn art studio with blurred easels and stacks of sketches in the background. The shot is a medium-close-up with a candid, soft-focus amateur feel, capturing a calm and focused artistic energy in warm, natural morning light.", "image_path": "images/iteration-0002/f04-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: striking amber eyes, full symmetric lips, and delicate freckles across a well-defined nose. Excellent prompt match with paint-stained denim and curly hair. Clean eye contact and parted lips.", "failure_tags": [] }, { "persona_id": "f04", "persona_name": "Naomi", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Black-Japanese woman, eyes looking at camera, her mouth slightly parted. She is in her late-20s with a lean, elegant build, featuring narrow shoulders and a long neck. Her skin is a warm golden-bronze with olive undertones. She has a narrow heart-shaped face with high prominent cheekbones and a sharp jawline. Her eyes are hooded and almond-shaped, a deep amber-brown with dark flecks. Her nose has a straight bridge and a soft, slightly rounded tip. She has a full cupid's bow mouth with a tiny dark beauty mark just above the left corner of her upper lip. Her hair is a short 4A-texture curly crop of tight, natural corkscrew coils. She is wearing an oversized, paint-stained denim jacket over a simple cream ribbed tank top, sitting at a rustic wooden table in a sunlit Brooklyn coffee shop. The lighting is soft natural morning sun from a nearby window. She is captured in a medium-closeup stop-and-talk pose, looking focused yet calm, with a digital stylus resting in her hand just at the bottom of the frame.", "image_path": "images/iteration-0002/f04-seed2.png", "attractiveness": 7, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.2, "reason": "Above average. Striking almond eyes and full, well-defined lips. Good facial symmetry, but slightly flat midface prevents a higher score.", "failure_tags": [] }, { "persona_id": "f05", "persona_name": "Anya", "persona_gender": "female", "seed": 1, "image_prompt": "A super candid amateur photo of a super beautiful Polish woman, eyes looking at camera, her mouth slightly parted. She is in her late 20s with a soft heart-shaped face, a small beauty mark just below her left eye, and a slightly upturned nose with a defined bridge. Her eyes are a pale gray-green with a darker outer ring, framed by thin rose-gold wire-rimmed round glasses. Her hair is a warm honey-blonde, styled in chin-length 2B beachy waves with a messy side part. She has a lean but defined frame with elegant posture and visible collarbones. She is wearing a chunky cream-colored knit cardigan over a high-neck floral print blouse. Her skin is a cool porcelain with light, faint freckles across the bridge of her nose. The scene is a medium shot in a sun-drenched Brooklyn library, with stacks of old books and a green shaded lamp in the soft-focus background. The lighting is warm and natural, catching the dust motes in the air, giving her a radiant and approachable stop-and-talk presence.", "image_path": "images/iteration-0002/f05-seed1.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: full symmetric lips, clear blue eyes, and excellent bone structure (defined jawline). Hits the top 15% easily.", "failure_tags": [] }, { "persona_id": "f05", "persona_name": "Anya", "persona_gender": "female", "seed": 2, "image_prompt": "A super candid amateur photo of a super beautiful Polish woman, eyes looking at camera, her mouth slightly parted. Now in her late-20s, she has a heart-shaped face with a soft jawline and high, delicate cheekbones. Her eyes are wide-set, slightly downturned almond shapes in a pale gray-green with a darker ring around the iris. She wears thin gold wire-rim round glasses that sit low on her small button nose. Her hair is honey blonde 2B waves, chin-length and airy, with a messy side part. Her skin is a cool porcelain tone with a tiny dark mole on her upper left cheekbone. She has a full cupid\u2019s bow mouth with slightly asymmetric edges. She possesses an elegant dancer's build with a long neck, slim collarbones, and a poised, upright posture. She is wearing a forest green chunky-knit wool cardigan layered over a cream-colored high-neck lace blouse. The medium shot is taken in a sun-drenched Brooklyn library corner, with blurred mahogany bookshelves and dusty sunbeams in the background. The lighting is soft and natural from a side window, emphasizing a warm, intellectual cottagecore aesthetic with the raw quality of a smartphone snap.", "image_path": "images/iteration-0002/f05-seed2.png", "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 10, "weighted_score": 8.8, "reason": "Striking features: piercing green eyes, full symmetric lips, and strong cheekbones. Nails the librarian aesthetic perfectly while maintaining high physical attractiveness.", "failure_tags": [] } ], "aggregates": { "male_count": 36, "female_count": 10, "male_attractiveness_mean": 7.222222222222222, "male_attractiveness_stdev": 1.0304020550550783, "female_attractiveness_mean": 7.9, "female_attractiveness_stdev": 0.3, "male_weighted_mean": 8.06111111111111, "female_weighted_mean": 8.7, "lipsync_adherence_mean": 9.5, "prompt_adherence_mean": 9.391304347826088, "failure_tag_histogram": { "generic_face": 5, "narrow_shoulders": 5, "mouth_closed": 2, "awkward_expression": 2, "soft_jawline": 1, "bad_grooming": 1, "styling_dominates": 1, "weak_frame": 2, "feminine_features_male": 2, "uncanny": 2 }, "axes": [ [ "attractiveness", 0.6 ], [ "prompt_adherence", 0.2 ], [ "lipsync_adherence", 0.2 ] ] }, "baseline_metrics": { "male_count": 36, "female_count": 10, "male_attractiveness_mean": 7.027777777777778, "male_attractiveness_stdev": 1.1422713997195606, "female_attractiveness_mean": 7.7, "female_attractiveness_stdev": 0.45825756949558405, "male_weighted_mean": 7.883333333333334, "female_weighted_mean": 8.440000000000001, "lipsync_adherence_mean": 9.130434782608695, "prompt_adherence_mean": 9.369565217391305, "failure_tag_histogram": { "awkward_expression": 4, "generic_face": 2, "bad_skin": 2, "extreme_close_up": 1, "mouth_closed": 5, "styling_dominates": 1, "narrow_shoulders": 2, "soft_jawline": 1, "uncanny": 5, "bad_grooming": 1, "asymmetric_eyes": 1, "weak_frame": 1, "boyish_when_mature_intended": 1 }, "axes": [ [ "attractiveness", 0.6 ], [ "prompt_adherence", 0.2 ], [ "lipsync_adherence", 0.2 ] ] }, "eps": 0.3, "pass": true, "pass_reason": { "fail_reason": null, "male_uplift": 0.19444444444444464, "female_drift": 0.20000000000000018, "lipsync_drift": 0.36956521739130466, "prompt_adherence_drift": 0.02173913043478315 } }