Weekly AI Digest
Master the AI Revolution
Exclusive prompts, model comparisons & creative techniques — curated weekly for creators and professionals who stay ahead.
No spam. Unsubscribe anytime.

the only thing i need to become a black swan is the nano banana pro.
{
"scene_type": "nighttime flash portrait on stone steps, backless black dress, platinum ponytail, over-shoulder glance",
"camera_perspective": {
"pov": "photographer standing above and behind her",
"angle": "shooting DOWN at her from above, she's looking UP and back",
"distance": "medium shot - from hips up, back fully visible",
"framing": "4:5 vertical, she fills lower portion, stone steps fill background",
"height": "elevated above subject, creating looking-down angle"
},
"subject": {
"action": "sitting on stone steps, back to camera, looking back over RIGHT shoulder up at photographer",
"pose": {
"overall_position": "SEATED on stone steps, back facing camera, twisted to look back",
"body_angle": {
"orientation": "back to camera - approximately 170 degrees away",
"twist": "upper body twisted RIGHT to look back over shoulder",
"seated": "sitting on step, weight on hips"
},
"back": {
"visibility": "ENTIRE BACK EXPOSED - from shoulders to lower back",
"state": "smooth, toned, tanned, the focal point",
"spine": "visible line down center, thin dress string following it",
"shoulder_blades": "visible, elegant muscle definition",
"lower_back": "visible almost to top of butt, dress sits very low"
},
"upper_body": {
"shoulders": "bare, tanned, smooth",
"posture": "elegant, slight twist from looking back"
},
"arms": {
"position": "in front of body, not visible from this angle",
"hands": "possibly resting on steps or in lap, hidden from view"
},
"head_and_neck": {
"turn": "looking back over RIGHT shoulder",
"rotation": "significant twist - approximately 120 degrees from body",
"chin": "slightly lifted, looking up at camera above",
"neck": "elongated, elegant line, halter strap visible"
},
"overall": "classic over-shoulder seated pose, maximum back exposure"
},
"expression": {
"eyes": {
"color": "GREEN/HAZEL - striking, catching flash light",
"direction": "looking UP at camera, direct eye contact",
"state": "soft but focused, slightly intense, engaged",
"energy": "confident, knowing, 'I know you're looking'"
},
"mouth": {
"lips": "full, natural pink with slight gloss",
"expression": "relaxed, soft slight pout, mouth closed",
"state": "natural, subtle"
},
"brows": "natural, groomed, soft arch",
"overall": "soft sultry confidence, the over-shoulder smolder"
},
"physical": {
"age": "early 20s",
"face": {
"structure": "model features, high cheekbones, defined jaw, symmetrical",
"shape": "oval, balanced",
"skin": "flawless, glowing, tanned",
"makeup": "natural/soft glam - subtle bronzer, soft brows, natural lip"
},
"body": {
"type": "slim, toned, lean",
"back": {
"visibility": "FULLY EXPOSED - the main feature",
"state": "smooth, toned, athletic definition",
"tan": "even golden tan"
},
"shoulders": "narrow, feminine, toned",
"skin_tone": "TANNED/BRONZED - golden, sun-kissed"
},
"hair": {
"color": "PLATINUM BLONDE - very light, white-blonde, icy",
"style": "HIGH PONYTAIL - messy, textured",
"details": {
"position": "high on crown of head",
"texture": "messy, piece-y, textured waves",
"volume": "voluminous, full, movement",
"pieces": "some loose strands around face and nape"
},
"roots": "slightly darker roots visible, natural",
"length": "long ponytail reaching mid-back",
"state": "styled messy, intentionally undone, editorial texture",
"vibe": "high fashion messy ponytail, effortful effortlessness"
},
"skin": {
"tone": "golden tan, bronzed, warm",
"state": "glowing, smooth, catching flash beautifully",
"back": "flawless, even tan, highlight on shoulder blades"
}
},
"outfit": {
"dress": {
"type": "BACKLESS HALTER DRESS/TOP",
"color": "BLACK - solid, deep black",
"material": {
"type": "likely satin or similar",
"finish": "slight sheen, elegant drape"
},
"construction": {
"neckline": "HALTER - ties around neck",
"neck_strap": "thin STRING tie at back of neck",
"back": {
"style": "COMPLETELY BACKLESS - extreme open back",
"depth": "opens to LOWER BACK, almost to top of butt",
"coverage": "essentially none on back"
},
"spine_detail": {
"type": "single thin STRING running down spine",
"path": "from neck tie down center of back to lower back/waist",
"effect": "minimal connection, emphasizes naked back"
},
"front": "presumably covered, not visible in shot"
},
"fit": {
"back": "completely open, skin fully exposed",
"waist": "dress begins at very low back/upper hip",
"skirt": "appears to flow from low waist"
},
"effect": "maximum skin showing while technically dressed"
}
}
},
"environment": {
"setting": "outdoor STONE STEPS at NIGHT",
"location_type": "possibly museum, monument, fancy building entrance, European architecture",
"steps": {
"material": "STONE - limestone or similar, large format",
"color": "BEIGE/TAN/CREAM - warm neutral stone color",
"texture": "smooth, weathered, some natural variation",
"pattern": "large rectangular slabs",
"state": "clean, architectural"
},
"background": {
"main": "stone steps continuing up behind her",
"foliage": "dark greenery/plants visible in upper left corner",
"depth": "steps create leading lines toward camera"
},
"lighting": {
"type": "CAMERA FLASH - direct, harsh, nighttime",
"time": "NIGHT - dark ambient, flash illuminating subject",
"quality": "hard flash light, typical night photography",
"effect": {
"on_subject": "brightly lit, glowing skin, highlights on back",
"on_background": "stone steps illuminated, slight falloff",
"shadows": "minimal on subject (front-lit), some behind"
},
"contrast": "flash-lit subject against darker night environment",
"color_temperature": "flash is neutral/cool, skin reads warm"
},
"atmosphere": "nighttime outdoor, European/architectural, date night vibes"
},
"color_story": {
"palette_name": "Blonde on Black on Stone at Night",
"dominant": {
"beige_stone": "steps/background - warm neutral, 50%",
"black_dress": "her outfit - deep black, contrast"
},
"subject_colors": {
"platinum_hair": "very light blonde, almost white - bright against dark",
"tanned_skin": "golden bronze - warm, glowing",
"green_eyes": "striking color pop"
},
"contrast": {
"hair_vs_dress": "platinum blonde against black = high contrast",
"skin_vs_dress": "tan skin against black = beautiful definition",
"subject_vs_background": "lit subject against darker surroundings"
},
"temperature": "warm tones (skin, stone) with cool flash light"
},
"photography_technical": {
"type": "flash portrait, nighttime outdoor",
"lighting": "ON-CAMERA or OFF-CAMERA FLASH",
"aspect_ratio": "4:5 vertical",
"composition": {
"subject": "lower center of frame, looking up",
"background": "steps filling upper portion",
"angle": "shot from above looking down",
"leading_lines": "step edges lead to subject"
},
"focus": {
"focal_point": "sharp on face and back",
"depth_of_field": "moderate, background slightly soft"
},
"exposure": {
"subject": "well-exposed from flash",
"ambient": "darker, night time",
"style": "flash-forward night photography"
}
},
"narrative": {
"story": "night out, sitting on steps outside fancy venue, someone captures the moment from above",
"mood": "confident, elegant, 'caught looking back' moment",
"context": "date night? event? European vacation? the dress is the story"
},
"vibe": {
"core": "platinum ponytail in backless black dress, sitting on stone steps at night, flash photo looking back",
"energy": "elegant confidence, old money night out, main character moment",
"mood": "sophisticated, sultry, intentional",
"aesthetic": "European night out, editorial flash, fashion moment",
"temperature": "warm skin against cool night",
"caption_energy": "'🖤' or location tag or 'night' or no caption"
},
"what_makes_it_hit": {
"the_back": "fully exposed back is THE shot - skin is the star",
"the_dress_detail": "thin string down spine = minimal coverage, maximum impact",
"the_over_shoulder": "classic pose, direct eye contact, engaging",
"the_ponytail": "high messy platinum = editorial, effortless glamour",
"the_tan": "golden skin against black dress = beautiful contrast",
"the_stone_steps": "architectural setting elevates from basic to editorial",
"the_flash": "night flash aesthetic = raw, real, elevated party photo",
"the_angle": "shot from above = interesting perspective, shows full back"
},
"recreation_critical_requirements": {
"MUST_HAVE": [
"PLATINUM BLONDE hair - very light, white-blonde",
"HIGH MESSY PONYTAIL - textured, voluminous, pieces escaping",
"GREEN/HAZEL eyes",
"TANNED/BRONZED skin - golden, glowing",
"BLACK BACKLESS HALTER DRESS/TOP",
"VERY LOW BACK - open to lower back, almost to butt",
"THIN STRING tie at neck (halter)",
"THIN STRING running down SPINE from neck to lower back",
"ENTIRE BACK EXPOSED - shoulders to lower back visible",
"SEATED on STONE STEPS - beige/tan colored",
"Back to camera, looking over RIGHT SHOULDER up at camera",
"NIGHTTIME setting",
"FLASH PHOTOGRAPHY lighting",
"Shot from ABOVE looking down at her",
"4:5 vertical aspect ratio"
],
"pose_exact": "seated on steps, back to camera, looking over right shoulder up at photographer above",
"dress_exact": "black halter with thin string neck tie and single thin string down exposed spine, extremely low open back",
"hair_exact": "platinum blonde high messy ponytail, voluminous, textured, pieces loose",
"lighting_exact": "direct flash at night, subject illuminated against darker surroundings",
"setting_exact": "outdoor stone/limestone steps, architectural, nighttime"
}
}
{ "task": "Generate a hyper-real studio photograph that matches the composition of the reference image: a centered adult person in a tuxedo, surrounded by many hands entering the frame from all sides holding objects toward the person, with a curtain backdrop whose color matches the theme.", "variables": { "USER_PHOTO": "<<UPLOAD_OR_URL_TO_USER_FACE_OR_PORTRAIT>>", "SUBJECT_THEME": "<<ONE_CLEAR SUBJECT, e.g. 'music', 'gaming', 'cooking', 'finance', 'fitness'>>", "HAND_PROPS": [ "<<PROP_1 RELATED TO SUBJECT_THEME>>", "<<PROP_2 RELATED TO SUBJECT_THEME>>", "<<PROP_3 RELATED TO SUBJECT_THEME>>", "<<PROP_4 RELATED TO SUBJECT_THEME>>", "<<PROP_5 RELATED TO SUBJECT_THEME>>", "<<PROP_6 RELATED TO SUBJECT_THEME>>", "<<PROP_7 RELATED TO SUBJECT_THEME>>", "<<PROP_8 RELATED TO SUBJECT_THEME>>" ] }, "prompt": "Create an ultra photorealistic studio photo (hyper-real, DSLR look) with the SAME composition and framing as the reference: a centered adult person standing front-facing, waist-up to mid-thigh visible, wearing a dark navy tuxedo jacket, crisp white shirt, and black bow tie, smiling confidently. The person has round eyeglasses and neat facial hair (mustache + short beard), but the FACE must be replaced with the user's likeness from USER_PHOTO while keeping natural skin texture, pores, and realistic facial proportions (no plastic skin, no cartooning). The lighting is clean professional studio lighting with soft shadows, high dynamic range, crisp detail.\n\nSurround the person with 8–10 different hands and forearms entering the frame from the edges (top, left, right, bottom), each holding an object and aiming it toward the center person (close to the face/upper torso). The hands belong to different people (varied sleeves/patterns/colors), but keep them realistic and anatomically correct.\n\nIMPORTANT: The ONLY changing elements across generations are: (1) the user's face from USER_PHOTO, and (2) the objects held in the hands. Everything else stays consistent: the tuxedo pose, camera angle, lens look, and overall composition.\n\nOBJECT RULE: Select HAND_PROPS so they are strongly related to SUBJECT_THEME. The objects must be clearly visible, realistic, and varied (mix of modern and vintage if it fits). Examples by theme:\n- music: studio headphones, microphone, vinyl record, cassette, guitar pick, small synth, metronome\n- gaming: controller, handheld console, gaming headset, mouse, keyboard, VR accessory\n- cooking: chef thermometer, whisk, spice grinder, mini pan, piping bag, recipe card\n- finance: calculator, credit card reader, stock ticker printout, smartphone with finance app, receipt roll\n- fitness: smartwatch, resistance band, shaker bottle, jump rope handle\n\nBACKGROUND: Use a curtain backdrop (like a stage/studio curtain) with a color palette that matches SUBJECT_THEME (e.g., deep teal/purple for music, neon accents for gaming, warm beige/terracotta for cooking, cool gray/blue for finance, fresh greens for fitness). Keep the curtain texture and folds realistic.\n\nCamera/Render: 50mm lens look, shallow-to-moderate depth of field, sharp focus on the person’s face, slightly softer hands near the edges, high resolution, editorial portrait photography, natural reflections on objects, accurate specular highlights, no distortion.\n\nMaintain the exact 'surrounded by hands offering devices' vibe, but swap devices for theme-related objects. No text, no logos, no brand marks.", "reference_instructions": { "use_user_photo_as_identity_reference": true, "identity_strength": "high", "preserve_pose_and_outfit": true, "preserve_composition": "strict", "only_allow_changes": [ "center face identity from USER_PHOTO", "HAND_PROPS objects", "curtain color palette matched to SUBJECT_THEME" ] },
5 panel colorful portrait collage, fashion models, monochrome backgrounds (pink, red, green, yellow), vibrant studio lighting, modern editorial style, rounded grid layout, high contrast, minimal shadows
A stylish male model sitting on a white cube in a minimalist studio with a vibrant orange background. He is wearing a fitted green knit sweater, black pants, and white sneakers, paired with black sunglasses for a modern, confident look. The model sits relaxed with hands resting together, facing the camera. Soft directional lighting creates subtle shadows on the floor and background, adding depth and a premium fashion editorial feel. Clean composition, centered framing, smooth backdrop, high contrast colors, sharp details, professional studio photography, ultra-realistic, 8K.
A minimalist studio photograph fashion ad. At the top center, the bold sans-serif text "[TEXT]" is positioned above the smaller sans-serif text "[TEXT]", which is above the italic script text "[TEXT]". Below the text, a man in a black suit, black t-shirt, and polished black dress shoes sits in profile, facing left. He is seated in a modern chair with a black leather seat and backrest suspended on a tubular black metal frame. His right leg is extended, and he holds a pair of glasses in his right hand near his mouth. The background and floor are a seamless, stark white studio space with soft, diffused lighting that casts grounded shadows beneath the man and chair.
1/2Use model (the person in the image) you create a dark orange studio photo featuring a young man sitting casually on a metal folding chair with his legs cross. He's wearing a denim black baggy jeans, black t-shirt and black boots. The lightning is soft and minimal, producing sharp shadows and a moody atmosphere. His pose is relaxed, slightly leaning with one hand on the chair's backrest, his face turn to the side and modern aesthetic.
{ "metadata": { "version": "2.0", "aspect_ratio": "3:4", "style": "ultra-photorealistic" }, "subject": { "identity": { "base_model_reference": "Ana de Armas", "ethnicity": "East Asian", "age_group": "young adult", "skin": { "tone": "light", "texture": "natural skin pores, fine details" } }, "features": { "hair": { "color": "dark brown/black", "style": "long, wavy, parted in the middle", "texture": "voluminous, soft shine" }, "eyes": { "color": "brown", "eyewear": "black square-frame glasses", "gaze": "direct to camera" }, "makeup": { "style": "natural/minimalist", "details": [ "defined eyes", "pink lip gloss" ] } }, "posture": { "pose": "standing, facing forward", "head_angle": "straight", "arm_placement": { "right": "hand resting on shirt collar", "left": "relaxed by side" }, "expression": "neutral, confident, poised" } }, "attire": { "upper_body": { "item": "long-sleeve button-up crop top", "color": "white", "fabric_detail": "crisp cotton" }, "lower_body": { "item": "mini-skirt with front slit", "color": "tan", "accessories": { "belt": "dark brown leather", "buckle": "silver" } }, "legwear": { "type": "thigh-high stockings", "opacity": "sheer", "color": "black" } }, "environment": { "setting": "studio", "background": { "wall_color": "light beige", "wall_texture": "smooth plaster", "elements": "minimalist/none" }, "lighting": { "type": "soft studio lighting", "direction": "upper right", "shadows": "soft drop shadow on rear wall" } }, "camera_settings": { "composition": { "shot_type": "three-quarter portrait", "angle": "eye-level" }, "optics": { "lens": "85mm prime", "aperture": "f/2.8", "focus": "sharp focus on subject", "depth_of_field": "shallow bokeh background" } }

{ "Ultra-realistic studio portrait of a young woman in a three-quarter profile pose, head slightly turned toward the camera. She is wearing a black textured blazer over a dark top with minimal accessories, including a small hoop earring. Background is a solid deep red studio backdrop with a smooth gradient. Lighting is soft, diffused studio lighting with gentle shadows and even skin tones. Replace ONLY the face and hairstyle using the reference image. Keep body, pose, clothing, background, lighting, camera angle, framing, and image quality exactly the same. Ensure the new face matches the original head size, angle, and expression with seamless skin blending and natural hair integration. Photorealistic, cinematic quality, sharp focus on eyes, shallow depth of field.", "negative_prompt": "face distortion, wrong head size, mismatched skin tone, altered pose, changed clothing, different background, lighting mismatch, blurry face, artifacts, unrealistic hair, over-smoothing", "style": "photorealistic", "camera": { "shot": "close-up portrait", "angle": "three-quarter view", "depth_of_field": "shallow" }, "lighting": "soft studio lighting", "background": "solid deep red", "quality": "high resolution", "face_swap": { "enabled": true, "change_only": ["face", "hairstyle"], "preserve": ["pose", "body", "clothing", "background", "lighting", "camera_angle"] }}
1/2{
"image_type": "photographic portrait",
"resolution_target": "8K",
"subject": {
"count": 1,
"gender_presentation": "feminine",
"face_visibility": "fully visible",
"expression": "soft, neutral",
"head_position": "slightly tilted left",
"body_orientation": "diagonal seated orientation"
},
"pose": {
"position": "seated on the floor",
"support": "left arm extended downward supporting body weight",
"right_arm": "bent and resting near the body",
"legs": "bent and angled to the side",
"posture": "relaxed leaning pose"
},
"clothing": {
"outfit_type": "dress",
"dress_length": "short",
"dress_structure": "layered and pleated",
"material": "corn husk",
"material_appearance": "thin, fibrous, layered strips",
"color": "light yellow-green",
"neckline": "asymmetrical halter-style strap",
"fabric_behavior": "lightweight, flowing, slightly translucent"
},
"arm_covers": {
"type": "arm covers",
"coverage": "from wrists to above elbows",
"material": "corn seeds",
"seed_shape": "small rounded kernels",
"arrangement": "densely packed and uniform",
"color": "mustard yellow",
"surface_texture": "hard, glossy"
},
"accessories": {
"neckwear": {
"type": "beaded necklace",
"visibility": "partially visible",
"color": "dark-toned"
}
},
"hair": {
"length": "long",
"texture": "wavy",
"density": "thick",
"color": "medium to dark brown",
"parting": "center",
"placement": "falls over shoulders and back"
},
"makeup": {
"complexion": "smooth and even",
"eye_details": "defined eyebrows, eyeliner, mascara",
"lip_color": "natural muted pink",
"cheek_color": "soft warm blush"
},
"lighting": {
"type": "soft studio lighting",
"distribution": "even",
"contrast": "low",
"shadow_intensity": "minimal"
},
"background": {
"environment": "studio setting",
"floor_and_backdrop": "continuous surface",
"texture": "smooth",
"color": "warm beige",
"visible_objects": "none"
},
"color_palette": {
"dominant_colors": [
"light yellow-green",
"mustard yellow",
"beige"
],
"accent_colors": [
"brown",
"soft pink"
]
},
"composition": {
"framing": "medium to full body",
"subject_position": "slightly left of center",
"negative_space": "present on upper and right areas",
"orientation": "vertical"
},
"image_quality": {
"sharpness": "high",
"grain": "not visible",
"detail_clarity": "very high, individual corn husk fibers and corn seeds visible"
}
}
{ "task": "Generate a hyper-real studio photograph that matches the composition of the reference image: a centered adult person in a tuxedo, surrounded by many hands entering the frame from all sides holding objects toward the person, with a curtain backdrop whose color matches the theme.", "variables": { "USER_PHOTO": "<<UPLOAD_OR_URL_TO_USER_FACE_OR_PORTRAIT>>", "SUBJECT_THEME": "<<ONE_CLEAR SUBJECT, e.g. 'music', 'gaming', 'cooking', 'finance', 'fitness'>>", "HAND_PROPS": [ "<<PROP_1 RELATED TO SUBJECT_THEME>>", "<<PROP_2 RELATED TO SUBJECT_THEME>>", "<<PROP_3 RELATED TO SUBJECT_THEME>>", "<<PROP_4 RELATED TO SUBJECT_THEME>>", "<<PROP_5 RELATED TO SUBJECT_THEME>>", "<<PROP_6 RELATED TO SUBJECT_THEME>>", "<<PROP_7 RELATED TO SUBJECT_THEME>>", "<<PROP_8 RELATED TO SUBJECT_THEME>>" ] }, "prompt": "Create an ultra photorealistic studio photo (hyper-real, DSLR look) with the SAME composition and framing as the reference: a centered adult person standing front-facing, waist-up to mid-thigh visible, wearing a dark navy tuxedo jacket, crisp white shirt, and black bow tie, smiling confidently. The person has round eyeglasses and neat facial hair (mustache + short beard), but the FACE must be replaced with the user's likeness from USER_PHOTO while keeping natural skin texture, pores, and realistic facial proportions (no plastic skin, no cartooning). The lighting is clean professional studio lighting with soft shadows, high dynamic range, crisp detail.\n\nSurround the person with 8–10 different hands and forearms entering the frame from the edges (top, left, right, bottom), each holding an object and aiming it toward the center person (close to the face/upper torso). The hands belong to different people (varied sleeves/patterns/colors), but keep them realistic and anatomically correct.\n\nIMPORTANT: The ONLY changing elements across generations are: (1) the user's face from USER_PHOTO, and (2) the objects held in the hands. Everything else stays consistent: the tuxedo pose, camera angle, lens look, and overall composition.\n\nOBJECT RULE: Select HAND_PROPS so they are strongly related to SUBJECT_THEME. The objects must be clearly visible, realistic, and varied (mix of modern and vintage if it fits). Examples by theme:\n- music: studio headphones, microphone, vinyl record, cassette, guitar pick, small synth, metronome\n- gaming: controller, handheld console, gaming headset, mouse, keyboard, VR accessory\n- cooking: chef thermometer, whisk, spice grinder, mini pan, piping bag, recipe card\n- finance: calculator, credit card reader, stock ticker printout, smartphone with finance app, receipt roll\n- fitness: smartwatch, resistance band, shaker bottle, jump rope handle\n\nBACKGROUND: Use a curtain backdrop (like a stage/studio curtain) with a color palette that matches SUBJECT_THEME (e.g., deep teal/purple for music, neon accents for gaming, warm beige/terracotta for cooking, cool gray/blue for finance, fresh greens for fitness). Keep the curtain texture and folds realistic.\n\nCamera/Render: 50mm lens look, shallow-to-moderate depth of field, sharp focus on the person’s face, slightly softer hands near the edges, high resolution, editorial portrait photography, natural reflections on objects, accurate specular highlights, no distortion.\n\nMaintain the exact 'surrounded by hands offering devices' vibe, but swap devices for theme-related objects. No text, no logos, no brand marks.", "reference_instructions": { "use_user_photo_as_identity_reference": true, "identity_strength": "high", "preserve_pose_and_outfit": true, "preserve_composition": "strict", "only_allow_changes": [ "center face identity from USER_PHOTO", "HAND_PROPS objects", "curtain color palette matched to SUBJECT_THEME" ] },