{"id":329,"date":"2025-11-28T10:51:17","date_gmt":"2025-11-28T10:51:17","guid":{"rendered":"https:\/\/ilrickyverso.it\/?p=329"},"modified":"2025-11-28T13:48:28","modified_gmt":"2025-11-28T13:48:28","slug":"carcerato-algoritmo-test-ia-editing","status":"publish","type":"post","link":"https:\/\/ilrickyverso.it\/en\/carcerato-algoritmo-test-ia-editing\/","title":{"rendered":"I challenged 10 AIs to jail me. Result? They arrested someone else (or learned the alien language)."},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/seedream-4-high-res-fal_a_A_hyper-realistic_c-1024x1024.jpeg\" alt=\"Ritratto mugshot di Ricky Guariento generato da IA SeeDream 4 con cartello Violazione Standard di Mediocrit\u00e0 per test modelli IA editing immagini\" class=\"wp-image-330\" srcset=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/seedream-4-high-res-fal_a_A_hyper-realistic_c-1024x1024.jpeg 1024w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/seedream-4-high-res-fal_a_A_hyper-realistic_c-300x300.jpeg 300w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/seedream-4-high-res-fal_a_A_hyper-realistic_c-150x150.jpeg 150w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/seedream-4-high-res-fal_a_A_hyper-realistic_c-768x768.jpeg 768w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/seedream-4-high-res-fal_a_A_hyper-realistic_c-1536x1536.jpeg 1536w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/seedream-4-high-res-fal_a_A_hyper-realistic_c-2048x2048.jpeg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Or: How I discovered that 10 out of 10 artificial intelligences have serious problems with Italian and my face<\/strong><\/h2>\n\n\n\n<p>Sometimes things happen by chance. Inspiration strikes suddenly, and you can&#039;t help but follow it. And I, our genius, thought: &quot;Hey! Let&#039;s turn ourselves into a prisoner of mediocrity using AI!&quot; Spoiler: most of these so-called artificial &quot;intelligences&quot; turned out to be more artificial than intelligent.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">From the Crime of Mediocrity to the Disaster of Facial Recognition<\/h2>\n\n\n\n<p>I was writing an article about online mediocrity. Then I had a crazy idea: create a mugshot of myself as a &quot;creative criminal,&quot; accused of violating mediocrity standards. I took a photo of myself (a really bad one, by the way), wrote a very detailed prompt, and fed it to nine different AI models using<a href=\"http:\/\/lmarena.ai\"> lmarena.ai<\/a>. The result? A festival of errors that deserves a merciless analysis.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The Carnage: Brutal Model-by-Model Analysis<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Flux-1 Kontext Dev<\/strong>&nbsp;\u2013 FAILED\u200b<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"761\" height=\"1024\" src=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/flux-1-kontext-dev_a_A_hyper-realistic_c-761x1024.png\" alt=\"Ritratto mugshot di Ricky Guariento generato da IA Flux-1 Kontext Dev con cartello Violazione Standard di Mediocrit\u00e0 per test modelli IA editing immagini\" class=\"wp-image-331\" srcset=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/flux-1-kontext-dev_a_A_hyper-realistic_c-761x1024.png 761w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/flux-1-kontext-dev_a_A_hyper-realistic_c-223x300.png 223w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/flux-1-kontext-dev_a_A_hyper-realistic_c-768x1033.png 768w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/flux-1-kontext-dev_a_A_hyper-realistic_c.png 880w\" sizes=\"auto, (max-width: 761px) 100vw, 761px\" \/><\/figure>\n\n\n\n<p><strong>The crime:<\/strong>&nbsp;He hung the sign on the wall instead of handing it out. WHAT THE MEANING IS THAT?! It&#039;s a mugshot, not a contemporary art exhibition! Besides, the resemblance is there, but the prompt&#039;s interpretation is elementary school-esque.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Flux-1 Kontext Pro<\/strong>&nbsp;\u2013 TOTAL DISASTER\u200b<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"761\" height=\"1024\" src=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/flux-1-kontext-pro_a_A_hyper-realistic_c-761x1024.png\" alt=\"Ritratto mugshot di Ricky Guariento generato da IA FLUX-1 Kontext Pro con cartello Violazione Standard di Mediocrit\u00e0 per test modelli IA editing immagini\" class=\"wp-image-332\" srcset=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/flux-1-kontext-pro_a_A_hyper-realistic_c-761x1024.png 761w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/flux-1-kontext-pro_a_A_hyper-realistic_c-223x300.png 223w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/flux-1-kontext-pro_a_A_hyper-realistic_c-768x1033.png 768w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/flux-1-kontext-pro_a_A_hyper-realistic_c.png 880w\" sizes=\"auto, (max-width: 761px) 100vw, 761px\" \/><\/figure>\n\n\n\n<p><strong>The crime:<\/strong>&nbsp;He wrote &quot;VNOULAZIONE MIOLLISOINIA &#039;DL FAIE&quot; and other incomprehensible bullshit. Dear Flux Pro (which is the PAID version, by the way), if you don&#039;t know how to write in Italian, at least say so. It costs even more and he can&#039;t spell. That&#039;s enough to report to Codacons.<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/lmarena.ai\/leaderboard\/image-edit\"><\/a>\u200b<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Flux-2 Pro<\/strong>&nbsp;\u2013 WHO IS THIS STRANGER?<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/flux-2-pro_a_A_hyper-realistic_c.jpeg\" alt=\"Ritratto mugshot di Ricky Guariento generato da IA FLUX-2 Pro con cartello Violazione Standard di Mediocrit\u00e0 per test modelli IA editing immagini\" class=\"wp-image-333\" srcset=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/flux-2-pro_a_A_hyper-realistic_c.jpeg 1024w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/flux-2-pro_a_A_hyper-realistic_c-300x300.jpeg 300w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/flux-2-pro_a_A_hyper-realistic_c-150x150.jpeg 150w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/flux-2-pro_a_A_hyper-realistic_c-768x768.jpeg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>The crime:<\/strong>&nbsp;It&#039;s COMPLETELY transformed my face. It could be anyone. It could be my cousin, the local baker, Brad Pitt aged badly. But it&#039;s not me. Zero resemblance to the original image. Total failure.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Flux-2 Flex<\/strong>&nbsp;\u2013 BELOW-ZERO REALISM\u200b<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/flux-2-flex_a_A_hyper-realistic_c.jpeg\" alt=\"Ritratto mugshot di Ricky Guariento generato da IA FLUX-2 Flex con cartello Violazione Standard di Mediocrit\u00e0 per test modelli IA editing immagini\" class=\"wp-image-334\" srcset=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/flux-2-flex_a_A_hyper-realistic_c.jpeg 1024w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/flux-2-flex_a_A_hyper-realistic_c-300x300.jpeg 300w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/flux-2-flex_a_A_hyper-realistic_c-150x150.jpeg 150w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/flux-2-flex_a_A_hyper-realistic_c-768x768.jpeg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>The crime:<\/strong>&nbsp;It looks anything but realistic. The image has that plasticized, &#039;90s action figure-style feel. If the goal was &quot;hyper-realistic,&quot; someone should explain to Flux what &quot;realistic&quot; means.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Gemini 2.5 Flash (Nano Banana)<\/strong>&nbsp;\u2013 ALMOST, BUT\u2026<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"747\" height=\"1024\" src=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/gemini-2.5-flash-image-preview-nano-banana_a_A_hyper-realistic_c-747x1024.png\" alt=\"Ritratto mugshot di Ricky Guariento generato da IA Gemini 2.5 Flash (Nano Banana) con cartello Violazione Standard di Mediocrit\u00e0 per test modelli IA editing immagini\" class=\"wp-image-335\" srcset=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/gemini-2.5-flash-image-preview-nano-banana_a_A_hyper-realistic_c-747x1024.png 747w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/gemini-2.5-flash-image-preview-nano-banana_a_A_hyper-realistic_c-219x300.png 219w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/gemini-2.5-flash-image-preview-nano-banana_a_A_hyper-realistic_c-768x1052.png 768w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/gemini-2.5-flash-image-preview-nano-banana_a_A_hyper-realistic_c.png 864w\" sizes=\"auto, (max-width: 747px) 100vw, 747px\" \/><\/figure>\n\n\n\n<p><strong>The crime:<\/strong>&nbsp;He wrote &quot;VIOLATIONE&quot; instead of &quot;VIOLAZIONE.&quot; Dear Google, it&#039;s 2025, and Italian has been around for centuries. A misspelling of such an important word ruins everything. It&#039;s a shame, because the similarity and the atmosphere were good.<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/a1d.ai\/nano-banana-ai\"><\/a>\u200b<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>GPT-Image-1 (OpenAI)<\/strong>&nbsp;\u2013 BUT WHO IS THIS GUY?<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"683\" height=\"1024\" src=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/gpt-image-1_a_A_hyper-realistic_c-683x1024.png\" alt=\"Ritratto mugshot di Ricky Guariento generato da IA GPT Image 1 con cartello Violazione Standard di Mediocrit\u00e0 per test modelli IA editing immagini\" class=\"wp-image-336\" srcset=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/gpt-image-1_a_A_hyper-realistic_c-683x1024.png 683w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/gpt-image-1_a_A_hyper-realistic_c-200x300.png 200w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/gpt-image-1_a_A_hyper-realistic_c-768x1152.png 768w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/gpt-image-1_a_A_hyper-realistic_c.png 1024w\" sizes=\"auto, (max-width: 683px) 100vw, 683px\" \/><\/figure>\n\n\n\n<p><strong>The crime:<\/strong>&nbsp;They completely distorted the image. It&#039;s not my face. Period. ChatGPT\/OpenAI created a beautiful, cinematic, Oscar-worthy image... but of someone else. It&#039;s like ordering a Margherita pizza and getting sushi.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"e-i-vincitori-sono\">The Winners Are\u2026<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Nano Banana Pro (Gemini 3 Pro)<\/strong>&nbsp;\u2013 THE CHAMPION<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"765\" height=\"1024\" src=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/gemini-3-pro-image-preview-nano-banana-pro_a_A_hyper-realistic_c-765x1024.png\" alt=\"Ritratto mugshot di Ricky Guariento generato da IA Nano Banana Pro (Gemini 3.0 Image Pro) con cartello Violazione Standard di Mediocrit\u00e0 per test modelli IA editing immagini\" class=\"wp-image-337\" srcset=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/gemini-3-pro-image-preview-nano-banana-pro_a_A_hyper-realistic_c-765x1024.png 765w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/gemini-3-pro-image-preview-nano-banana-pro_a_A_hyper-realistic_c-224x300.png 224w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/gemini-3-pro-image-preview-nano-banana-pro_a_A_hyper-realistic_c-768x1029.png 768w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/gemini-3-pro-image-preview-nano-banana-pro_a_A_hyper-realistic_c.png 896w\" sizes=\"auto, (max-width: 765px) 100vw, 765px\" \/><\/figure>\n\n\n\n<p>Finally! It maintains the resemblance, spells out &quot;VIOLATION OF MEDIOCRITY STANDARDS&quot; correctly, features perfect lighting and shadows, and believable textures. It costs a little more, but IT WORKS. It&#039;s like comparing a surgeon and a butcher: both cut, but only one knows where to cut.<\/p>\n\n\n\n<p><a href=\"https:\/\/gemini.google\/overview\/image-generation\/\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a>\u200b<strong>Qwen-Image-Edit (Alibaba)<\/strong>&nbsp;\u2013 THE REAL HIDDEN WINNER<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"775\" height=\"1024\" src=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/qwen-image-edit_a_A_hyper-realistic_c-775x1024.png\" alt=\"Ritratto mugshot di Ricky Guariento generato da IA Qwen 2.5 Image Edit con cartello Violazione Standard di Mediocrit\u00e0 per test modelli IA editing immagini\" class=\"wp-image-341\" srcset=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/qwen-image-edit_a_A_hyper-realistic_c-775x1024.png 775w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/qwen-image-edit_a_A_hyper-realistic_c-227x300.png 227w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/qwen-image-edit_a_A_hyper-realistic_c-768x1015.png 768w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/qwen-image-edit_a_A_hyper-realistic_c.png 896w\" sizes=\"auto, (max-width: 775px) 100vw, 775px\" \/><\/figure>\n\n\n\n<p><strong>Qwen-Image-Edit<\/strong>, Alibaba&#039;s 20 billion parameter model has done what others have only dreamed of. It&#039;s built on architecture&nbsp;<strong>dual-path<\/strong>: use the&nbsp;<strong>Qwen 2.5-VL encoder<\/strong>&nbsp;for semantic understanding and a&nbsp;<strong>VAE (Variational Autoencoder)<\/strong>&nbsp;for visual fidelity. This division allows him to make both broad semantic changes and precise pixel-by-pixel editing.<a href=\"https:\/\/flux-ai.io\/blog\/detail\/A-Comprehensive-Guide-to-Qwen-Image-Edit-in-2025-fdecb6f7dc5a\/\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a>It supports semantic editing (object rotations, style changes) and appearance editing (pixel-level changes with seamless integration of highlights and shadows). It has bilingual text rendering capabilities (English and Chinese) and is released under a license.&nbsp;<strong>Apache 2.0<\/strong>&nbsp;\u2013 completely open source and commercial-friendly, more permissive than Flux.<a href=\"https:\/\/dev.to\/czmilo\/2025-latest-complete-guide-to-qwen-image-edit-image-editing-model-2kd5\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a>\u200b<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Reve-v1<\/strong>&nbsp;\u2013 THE CHINESE SURPRISE\u200b<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"683\" height=\"1024\" src=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/reve-v1_a_A_hyper-realistic_c-683x1024.png\" alt=\"Ritratto mugshot di Ricky Guariento generato da IA Reve V1 con cartello Violazione Standard di Mediocrit\u00e0 per test modelli IA editing immagini\" class=\"wp-image-338\" srcset=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/reve-v1_a_A_hyper-realistic_c-683x1024.png 683w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/reve-v1_a_A_hyper-realistic_c-200x300.png 200w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/reve-v1_a_A_hyper-realistic_c-768x1152.png 768w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/reve-v1_a_A_hyper-realistic_c.png 832w\" sizes=\"auto, (max-width: 683px) 100vw, 683px\" \/><\/figure>\n\n\n\n<p>The Chinese model maintains a good consistency with my original face, the writing is almost correct, and the atmosphere is believable. It may not be perfect, but it did the job well. Why on the podium? <strong>It costs a tenth of the competition\u2026<\/strong> Ranking #5 on LMArena for editing and you can see why.<a href=\"https:\/\/lmarena.ai\/leaderboard\/image-edit\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a>\u200b<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>SeeDream-4 High Res<\/strong>&nbsp;\u2013 ANOTHER CHINESE COUP\u200b<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/seedream-4-high-res-fal_a_A_hyper-realistic_c-1-1024x1024.jpeg\" alt=\"Ritratto mugshot di Ricky Guariento generato da IA SeeDream 4 con cartello Violazione Standard di Mediocrit\u00e0 per test modelli IA editing immagini\" class=\"wp-image-339\" srcset=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/seedream-4-high-res-fal_a_A_hyper-realistic_c-1-1024x1024.jpeg 1024w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/seedream-4-high-res-fal_a_A_hyper-realistic_c-1-300x300.jpeg 300w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/seedream-4-high-res-fal_a_A_hyper-realistic_c-1-150x150.jpeg 150w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/seedream-4-high-res-fal_a_A_hyper-realistic_c-1-768x768.jpeg 768w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/seedream-4-high-res-fal_a_A_hyper-realistic_c-1-1536x1536.jpeg 1536w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/seedream-4-high-res-fal_a_A_hyper-realistic_c-1-2048x2048.jpeg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Another Chinese model holding its own. Square resolution, convincing similarity, legible text. Lower cost compared to Western flagships and superior performance to most competitors. The dragons are devouring the market.<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.cometapi.com\/which-is-the-best-image-editing-ai-in-2025\/\"><\/a>\u200b<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"il-prompt-perfetto-sprecato\">The Perfect Prompt Wasted<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" src=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/IMG_E29E8E70-DAA9-4CA5-B002-CB25A2557E0C-768x1024.jpeg\" alt=\"Immagine di partenza per la modifica con IA\" class=\"wp-image-340\" srcset=\"https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/IMG_E29E8E70-DAA9-4CA5-B002-CB25A2557E0C-768x1024.jpeg 768w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/IMG_E29E8E70-DAA9-4CA5-B002-CB25A2557E0C-225x300.jpeg 225w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/IMG_E29E8E70-DAA9-4CA5-B002-CB25A2557E0C-1152x1536.jpeg 1152w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/IMG_E29E8E70-DAA9-4CA5-B002-CB25A2557E0C-1536x2048.jpeg 1536w, https:\/\/ilrickyverso.it\/wp-content\/uploads\/2025\/11\/IMG_E29E8E70-DAA9-4CA5-B002-CB25A2557E0C-scaled.jpeg 1920w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/figure>\n\n\n\n<p class=\"has-fira-code-font-family is-style-default has-large-font-size\">For those who want to understand where they failed, here is the starting image and the VERY DETAILED prompt I used: photographic specifications (Nikon D5300, 50mm f\/1.2L, ISO 400), description of the setting, the subject, the lighting, the text to be written:<\/p>\n\n\n\n<p class=\"has-fira-code-font-family\"><br><em>\u201c&quot;A hyper-realistic, cinematic mug shot portrait of a man (Critical Identity Lock: attached image) standing against a gritty, stylized police booking wall. The background is a textured concrete wall with faint scuff marks, smudged fingerprints, height lines (imperial measurements), and faded graffiti layered over institutional grey. The subject is framed dead centre, holding a black signboard that reads in bold white letters:<\/em><\/p>\n\n\n\n<p class=\"has-fira-code-font-family\"><em>\u2018&#039;VIOLATION OF MEDIOCRITY STANDARDS&#039;\u2019<\/em><\/p>\n\n\n\n<p class=\"has-fira-code-font-family\"><em>He wears a modern black-and-white prison-style outfit: slim-fit striped top or monochrome jumpsuit, edgy and fashion-forward rather than costume-like. The neckline and sleeves have subtle fraying. Clothes are dirty and consumed. Accessories like silver hoops or a worn leather wrist cuff give it a rebellious aesthetic. His expression is confident and unbothered, with a slight smirk \u2014 bold, clever, and unashamed. He is bald his head is perfectly shaved. The lighting is stark and moody: single light source from above casting soft shadows under her jaw and behind her, creating depth and mood.<\/em><\/p>\n\n\n\n<p class=\"has-fira-code-font-family\"><em>Camera specs for realism and tension:<br>\u2022 Nikon D5300, 50mm f\/1.2L lens<br>\u2022 ISO 400, f\/2.0 for soft background blur and crisp facial detail<br>\u2022 Studio-style flash with slight overhead diffusion<br>\u2022 Sharpened textures on skin, hair, concrete, and fabric<br>\u2022 Colour-graded for cinematic realism, subtle desaturation for gritty tone<\/em>\u201c<\/p>\n\n\n\n<p>Everything clear, precise, impossible to misunderstand.<\/p>\n\n\n\n<p>And instead\u2026<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"riflessioni-di-un-criminale-deluso\">Reflections of a Disappointed Criminal<\/h2>\n\n\n\n<p>The truth is this:&nbsp;<strong>Most AI models have failed miserably<\/strong>. They failed at facial resemblance, at interpreting the prompt, at writing the Italian text. Some got EVERYTHING wrong.<\/p>\n\n\n\n<p>And this, paradoxically, proves exactly the point I wanted to make in my original article on mediocrity:&nbsp;<strong>we cannot blindly rely on algorithms<\/strong>. It&#039;s not enough to use the most famous or expensive AI. You need critical thinking, you need testing, you need to SEE with your own eyes.<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.cometapi.com\/which-is-the-best-image-editing-ai-in-2025\/\"><\/a>\u200b<\/p>\n\n\n\n<p>The lesser-known Chinese models (Qwen 2.5, Reve-v1, SeeDream-4) performed better than Flux Pro and GPT-Image. Google Gemini 2.5 almost hit the mark but failed in spelling. Only the Pro version of Nano Banana proved to be worth the investment and the best in terms of quality.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"la-morale-della-storia\">The True Moral of the Story<\/h2>\n\n\n\n<p>The best model for this task was neither Google Premium nor OpenAI. It was&nbsp;<strong>Alibaba&#039;s Qwen-Image-Edit<\/strong>: open source, permissive commercial license, and superior results.<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/qwen.ai\/blog?id=a6f483777144685d33cd3d2af95136fcbeb57652&amp;from=research.research-list\"><\/a>\u200b<\/p>\n\n\n\n<p>While Flux Pro costs a lot and writes \u201cmiollisoinia\u201d, while GPT created magnificent images of strangers,&nbsp;<strong>Qwen simply did the job. Perfectly.<\/strong><\/p>\n\n\n\n<p>China isn&#039;t just coming to the world of AI. It&#039;s already here. And it&#039;s winning.<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.cometapi.com\/it\/is-qwen-image-edit-the-2025-breakthrough-image-editing-ai\/\"><\/a>\u200b<\/p>\n\n\n\n<p><strong>VIOLATION OF MEDIOCRITY STANDARDS: GUILTY AND PROUD.<\/strong><\/p>\n\n\n\n<p>(And impressed by Alibaba)<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>PS:<\/strong>&nbsp;Qwen, if you&#039;re reading this, you&#039;re the best. Period.<\/p>\n\n\n\n<p><strong>PPS:<\/strong>&nbsp;Flux, GPT\u2026 have you seen? THIS is how it&#039;s done.<\/p>\n\n\n\n<p><strong>PPPS:<\/strong>\u00a0Alibaba released this monster under the Apache 2.0 license. Open source. Free. And it beats all its paid competitors. Let&#039;s think about it.<\/p>\n\n\n\n<p><strong>PPPPPS:<\/strong>\u00a0All this was done for fun, to raise a smile and poke fun at this technology that can really be useful in so many fields... it&#039;s not up to me to describe the implications of all this when it falls into the hands of the darkest part of the human soul... Let&#039;s meditate for 2<br><br><\/p>","protected":false},"excerpt":{"rendered":"<p>I challenged 10 artificial intelligences to transform me into a prisoner. 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