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OpenAI

2025年3月25日

產品發佈

介紹 4o 的圖像生成

使用能輸出精確、準確、像真內容的原生多模態模型，解鎖有用且有價值的圖像產生。

在 ChatGPT 上試用 （在新視窗中開啟）
正在載入...

在 OpenAI，我們一直相信圖像產生應該是我們語言模型的一項主要功能。這就是為甚麼我們將迄今為止最先進的圖像生成器內建於 GPT‑4o 中。圖像產生的結果不僅美觀，而且實用。

A wide image taken with a phone of a glass whiteboard, in a room overlooking the Bay Bridge. The field of view shows a woman writing, sporting a tshirt wiith a large OpenAI logo. The handwriting looks natural and a bit messy, and we see the photographer's reflection.

The text reads:

(left)
"Transfer between Modalities:

Suppose we directly model
p(text, pixels, sound) [equation]
with one big autoregressive transformer.

Pros:
* image generation augmented with vast world knowledge
* next-level text rendering
* native in-context learning
* unified post-training stack

Cons:
* varying bit-rate across modalities
* compute not adaptive"

(Right)
"Fixes:
* model compressed representations
* compose autoregressive prior with a powerful decoder"

On the bottom right of the board, she draws a diagram:
"tokens -> [transformer] -> [diffusion] -> pixels"

oai_image-generation_whiteboard1

Best of 8

selfie view of the photographer, as she turns around to high five him

oai_image-generation_whiteboard2

Best of 8

實用的圖像產生

從最早的洞穴壁畫到現代資訊圖表，人類一直利用視覺圖像來溝通、說服和分析，而不僅僅是用來裝飾。現今的生成式模型能夠創造出超乎現實且令人驚嘆的場景，但在處理人們用於分享和創作信息的實用型圖像時卻顯得力不從心。從標誌到圖表，圖像在結合指代共同語言和經驗的符號時，可以傳達精確的意義。

GPT‑4o 圖像產生在準確渲染文字、精確遵循提示詞，以及利用 4o 的內在知識基礎和聊天情境方面，包括轉換上傳的圖像或將其用作視覺靈感，均表現出色。這些功能讓你更容易創作出所構想的圖像，幫助你透過視覺效果更有效地溝通，並將圖像產生推進為精確和強大的實用工具。

改進的能力

我們的模型在線上圖像和文本的共同分佈上進行訓練，不僅學習圖像與語言的關係，更學習圖像之間的關聯。結合積極的後期訓練，所產生的模型具有驚人的視覺流暢性，能夠產生實用、一致且具情境感知能力的圖像。

文字渲染

一張圖像勝過千言萬語，但有時在適當的位置產生幾個字詞便可以提升圖像的意義。4o 能夠將精確的符號與圖像融合，將圖像產生轉化為視覺傳達的工具。

Create a photorealistic image of two witches in their 20s (one ash balayage, one with long wavy auburn hair) reading a street sign.

Context:
a city street in a random street in Williamsburg, NY with a pole covered entirely by numerous detailed street signs (e.g., street sweeping hours, parking permits required, vehicle classifications, towing rules), including few ridiculous signs at the middle: (paraphrase it to make these legitimate street signs)"Broom Parking for Witches Not Permitted in Zone C" and "Magic Carpet Loading and Unloading Only (15-Minute Limit)" and "Reindeer Parking by Permit Only (Dec 24–25)
Violators will be placed on Naughty List." The signpost is on the right of a street. Do not repeat signs. Signs must be realistic.

Characters:
one witch is holding a broom and the other has a rolled-up magic carpet. They are in the foreground, back slightly turned towards the camera and head slightly tilted as they scrutinize the signs.

Composition from background to foreground:
streets + parked cars + buildings -> street sign -> witches. Characters must be closest to the camera taking the shot

image-gen-4o-street-sign

Best of ~8

多輪生成

因為圖像產生現在是 GPT‑4o 的原生功能，你可以透過自然對話來完善圖像。GPT‑4o 可以在聊天情境中基於圖像和文字進行構建，確保整體一致性。例如，如果你正在設計一個影片遊戲字元，隨著你不斷完善和嘗試，字元的外觀在多次迭代中均會保持一致。

minnias cat input

Give this cat a detective hat and a monocle

minnias-cat-2

Best of 1

turn this into a triple A video games made with a 4k game engine and add some User interface as overlay from a mystery RPG where we can see a health bar and a minimap at the top as well as spells at the bottom with consistent and iconography

minnias cat2

Best of 1

update to a landscape image 16:9 ratio, add more spells in the UI, and unzoom the visual so that we see the cat in a third person view walking through a steampunk manhattan creating beautiful contrast and lighting like in the best triple A game, with cool-toned colors

minnias cat3

Best of 2

create the interface when the player opens the menu and we see the cat's character profile with his equipment and another page showing active quests (and it should make sense in relationship with the universe worldbuilding we are describing in the image)

minnias cat4

Best of 8

credit creator: Manuel Sainsily

指令遵從

GPT‑4o 的圖像產生遵循詳細的提示詞，並注重細節。當其他系統在處理約 5-8 個物件時遇到困難，GPT‑4o 可處理多達 10 至 20 個不同的物件。更緊密地將物件與其特徵和關係綁定，以便更好地控制。

A square image containing a 4 row by 4 column grid containing 16 objects on a white background. Go from left to right, top to bottom. Here's the list:
1. a blue star
2. red triangle
3. green square
4. pink circle
5. orange hourglass
6. purple infinity sign
7. black and white polka dot bowtie
8. tiedye "42"
9. an orange cat wearing a black baseball cap
10. a map with a treasure chest
11. a pair of googly eyes
12. a thumbs up emoji
13. a pair of scissors
14. a blue and white giraffe
15. the word "OpenAI" written in cursive
16. a rainbow-colored lightning bolt

Screenshot 2025-03-24 at 10.07.12 AM

Best of 5

情境學習

GPT‑4o 能夠分析和學習用戶上傳的圖像，將其細節無縫整合到情境中，以便進行圖像產生。

in-context-learning-prompt
  • draw a design for a vehicle with triangular wheels, using these images as reference.
  • label the front wheel, the back wheel, and at the of the diagram say (in small caps)
  • TRIANGLE WHEELED VEHICLE. English Patent. 2025. OPENAI.
Screenshot 2025-03-24 at 10.41.56 AM

Best of ~16

now put this in a photo taken in new york city.

Screenshot 2025-03-24 at 10.42.45 AM

Best of ~16

世界知識

原生圖像產生啟用 4o，能夠連結文字與圖像之間的知識，從而構成一個更智能、更高效的模型。

Code Example (Three.js)

HTML

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<!DOCTYPE html>
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<html lang="en">
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  <head>
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    <meta charset="UTF-8" />
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    <title>OpenAI Banner</title>
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    <style>
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      body { margin: 0; overflow: hidden; }
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      canvas { display: block; }
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    </style>
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  </head>
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  <body>
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    <script type="module">
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      import * as THREE from 'https://cdn.jsdelivr.net/npm/three@0.160.0/build/three.module.js';
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      import { OrbitControls } from 'https://cdn.jsdelivr.net/npm/three@0.160.0/examples/jsm/controls/OrbitControls.js';
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      import { FontLoader } from 'https://cdn.jsdelivr.net/npm/three@0.160.0/examples/jsm/loaders/FontLoader.js';
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      import { TextGeometry } from 'https://cdn.jsdelivr.net/npm/three@0.160.0/examples/jsm/geometries/TextGeometry.js';
17

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      const scene = new THREE.Scene();
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      const camera = new THREE.PerspectiveCamera(45, window.innerWidth / window.innerHeight, 0.1, 1000);
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      const renderer = new THREE.WebGLRenderer({ antialias: true });
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      renderer.setSize(window.innerWidth, window.innerHeight);
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      document.body.appendChild(renderer.domElement);
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      // Lighting
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      const light = new THREE.AmbientLight(0xffffff, 1);
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      scene.add(light);
27

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      const dirLight = new THREE.DirectionalLight(0xffffff, 1);
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      dirLight.position.set(0, 5, 10);
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      scene.add(dirLight);
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      // Camera position
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      camera.position.z = 20;
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      // Controls
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      const controls = new OrbitControls(camera, renderer.domElement);
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      // Banner background
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      const bannerGeometry = new THREE.PlaneGeometry(20, 10);
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      const bannerMaterial = new THREE.MeshStandardMaterial({ color: 0x1a1a1a });
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      const banner = new THREE.Mesh(bannerGeometry, bannerMaterial);
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      scene.add(banner);
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      // OpenAI Logo texture (placeholder)
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      const loader = new THREE.TextureLoader();
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      loader.load('https://upload.wikimedia.org/wikipedia/commons/4/4d/OpenAI_Logo.svg', texture => {
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        const logoGeometry = new THREE.PlaneGeometry(4, 4);
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        const logoMaterial = new THREE.MeshBasicMaterial({ map: texture, transparent: true });
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        const logo = new THREE.Mesh(logoGeometry, logoMaterial);
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        logo.position.set(-5, 0, 0.1); // Slightly in front of the banner
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        scene.add(logo);
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      });
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      // Load font and add text
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      const fontLoader = new FontLoader();
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      fontLoader.load('https://threejs.org/examples/fonts/helvetiker_regular.typeface.json', font => {
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        const textGeometry = new TextGeometry("I am 4-o", {
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          font: font,
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          size: 1,
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          height: 0.2,
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          curveSegments: 12,
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          bevelEnabled: true,
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          bevelThickness: 0.02,
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          bevelSize: 0.02,
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          bevelOffset: 0,
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          bevelSegments: 5
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        });
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        textGeometry.center();
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        const textMaterial = new THREE.MeshStandardMaterial({ color: 0x00ffcc });
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        const textMesh = new THREE.Mesh(textGeometry, textMaterial);
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        textMesh.position.set(5, -0.5, 0.1); // Opposite side of logo
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        scene.add(textMesh);
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      });
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      // Resize handler
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      window.addEventListener('resize', () => {
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        camera.aspect = window.innerWidth / window.innerHeight;
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        camera.updateProjectionMatrix();
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        renderer.setSize(window.innerWidth, window.innerHeight);
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      });
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      // Render loop
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      function animate() {
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        requestAnimationFrame(animate);
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        controls.update();
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        renderer.render(scene, camera);
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      }
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      animate();
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    </script>
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  </body>
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</html>

make an image of what this means to you

Screenshot 2025-03-18 at 11.46.24 AM

寫實主義與風格

在反映多種圖像風格的圖像上進行訓練，使模型能夠令人信服地創作或轉換圖像。

A candid paparazzi-style photo of Karl Marx hurriedly walking through the parking lot of the Mall of America, glancing over his shoulder with a startled expression as he tries to avoid being photographed. He’s clutching multiple glossy shopping bags filled with luxury goods. His coat flutters behind him in the wind, and one of the bags is swinging as if he’s mid-stride. Blurred background with cars and a glowing mall entrance to emphasize motion. Flash glare from the camera partially overexposes the image, giving it a chaotic, tabloid feel.
A cat looking into a puddle of water on a street, but its reflection is that of a tiger, and both reflections are realistically distorted by ripples in the water
Generate a candid, Polaroid-style photograph of four diverse friends in their early 20s at a gritty dive bar. The lighting features a very harsh, direct flash, creating sharp shadows and giving the photo a very overexposed, vintage instant-camera feel. Colors should be slightly muted, evoking nostalgic, early-2000s party vibes. The aesthetic is casually emo. No border or logos or signs. There's an interesting looking wall behind them with some light graffiti. Quality of the image should be very sharp and detailed (very little grain). The energy should be silly and chaotic. They're either playfully grimacing, smiling, or pretending to look tough. One of them should have their friend in a silly, playful headlock. Their mouths are closed.
Generate a photorealistic image of farmer's market in toronto on a saturday in summer 2006, it's a beautiful late june day, people are shopping and eating sandwiches. in focus should be a young asian girl wearing denim overalls and sipping on a strawberry banana smoothie - rest can be blurred. the photo should be reminiscent of that a digital camera from 2006 would take, with a timestamp like a printed photo would have. aspect ratio should be 3:2
blurry old analog film photograph, picture of parked car on side street, quiet night. credit creator: [Roope Rainisto](https://www.instagram.com/never_ever_never_land/?igsh=MXh3N3EyOWdoMmNubg%3D%3D#)
Create image super-realistic picture of these 4 creatures playing poker on a picnic blanket, zoomed out, in dolores park. photorealistic. The tabby long haired cat is holding a hand; right next to it are 2 tall vertical black chips (with stripes) as it has been raking in the dough. Tabby's pupils are large and cute, and ii looking down and scrutinizing its cards, focused. Derpy black cat went all in. Two dogs are peering over cat's shoulder to see their cards. All cards are face down and of the same back color except for an exposed three of diamonds. small stack of poker chips are in front of each creature, but black cat went all in. the two dogs folded. All chips are from the same set and all cards have same color. photorealistic, shot on iphone, raw format.
Best of 1 | Generate an portrait ad on a solid pastel background. In solid white san serif text, "ChatGPT image generation" in the top left, about a third of the way down. In solid white san serif text, "Form follows function", in the bottom right, about a third of the way up. In the background, put a photo of a really sleek, modern sculpture. It should gradually transition from a wireframe sketch on the left to the fully photorealistic version on the right. At the very bottom, in medium-small text, say "This entire poster was generated by ChatGPT image generation."
A lone astronaut floats inside a vast space station, painting swirling galaxies onto a massive canvas that hangs weightlessly in the air. Their paintbrush leaves behind trails of cosmic dust, and their suit is stained with nebula-colored hues. Their helmet is off, revealing eyes filled with the reflection of distant planets. Outside the glass window, a black hole looms, twisting light into mesmerizing patterns.
Realistic photograph of a horse galloping from right to left across a vast, calm ocean surface, accurately depicting splashes, reflections, and subtle ripple patterns beneath their hooves. Exaggerate horse movements but everything else should be still, quiet to show contrast with the horse's strength. clean composition, cinematographic. A wide, panoramic composition showcasing a distant horizon. Atmospheric perspective creating depth. zoomed out so the horse appears minuscule compared to vast ocean. horse is right at the horizon where ocean meets sky. use rule of thirds to position horse. size of horse is 1% size of entire image because camera is so far away from subject. camera view is super close to the ground/ocean like a worm's eye view. horse is galloping right where ocean meets the sky
A realistic underwater scene with dolphins swimming through the windows of an abandoned subway car, with bubbles and detailed water flow accurately simulated.
Photo of a fruit bowl consisting of real fruits mixed with miniature planets (Jupiter, Saturn, Mars, Earth), maintaining realistic reflections, lighting, and shadows consistent with original photo, clean composition, authentic textures, crisp detailed rendering
A candid paparazzi-style photo of Karl Marx hurriedly walking through the parking lot of the Mall of America, glancing over his shoulder with a startled expression as he tries to avoid being photographed. He’s clutching multiple glossy shopping bags filled with luxury goods. His coat flutters behind him in the wind, and one of the bags is swinging as if he’s mid-stride. Blurred background with cars and a glowing mall entrance to emphasize motion. Flash glare from the camera partially overexposes the image, giving it a chaotic, tabloid feel.

限制

我們的模型並非完美。我們意識到目前存在多項限制，我們將在初步推出後透過模型改進來解決這些問題。

裁剪

我們注意到，GPT‑4o 有時會將較長的圖像（例如海報）裁剪得過於貼近，尤其是在底部。

安全

根據我們的模型規範，我們旨在通過支持遊戲開發、歷史探索和教育等有價值的應用案例，在最大化創作自由之餘，保持嚴格的安全標準。同時，攔截違反這些標準的請求仍然一如既往地重要。以下是我們正在評估的其他風險領域，我們致力於啟用安全且實用的內容，並支援用戶更廣泛的創意表達。

透過 C2PA 和內部可逆搜尋的來源
所有產生的圖像都附有 C2PA⁠ 元數據，這些元數據將識別出圖像來自 GPT‑4o，以提供透明度。我們亦開發了一個內部搜尋工具，使用產生的技術屬性來幫助驗證內容是否來自我們的模型。

攔截不良內容
我們繼續攔截可能違反我們內容政策的產生圖像請求，例如兒童性虐待內容和性深度偽造圖像。當情境中出現真人圖像時，我們對可創作的圖像類型設有更嚴格的限制，尤其是在裸露和暴力畫面方面設有更為嚴格的保障措施。如同任何發布一樣，安全從不止步，而是持續投資的領域。隨著我們進一步了解此模型在現實世界中的使用情況，我們將相應地調整政策。

如需了解更多有關我們的方針，請參閱 GPT‑4o 系統卡附錄⁠中的圖像產生部分。

使用推理來提升安全性
類似於我們的審慎對齊⁠工作，我們訓練了一個推理大語言模式 (LLM)，直接從人類編寫且可解釋的安全規範中運作。我們在開發過程中使用此推理 LLM 來協助我們識別和解決政策中的模糊之處。結合我們的多模態推進和為 ChatGPT 和 Sora 開發的現有安全技術，這使我們能夠根據我們的政策審查⁠輸入文字和輸出圖像。

存取和可用性

從今天起，圖像產生將作為 ChatGPT 的預設圖像產生器，向 Plus、Pro、Team 和免費版用戶推出，而 Enterprise 和 Edu 用戶即將可以使用。你亦可以在 Sora 中使用。至於對 DALL·E 情有獨鍾的人，仍可透過專用的 DALL·E GPT 存取。

開發商將很快能夠透過 API 使用 GPT‑4o 產生圖像，並在之後幾週內逐步推出使用。

使用 GPT‑4o 創作和自訂圖像就像聊天一樣簡單，只需描述你需要的內容，包括任何具體要求，例如寬高比、使用十六進制程式碼的精確顏色或透明背景。由於此模型會創作出更詳細的圖像，因此圖像渲染時間較長，通常需要一分鐘左右。

credit creator: [Alex Duffy](https://every.to/@AlxAi)
credit creator: [August Kamp](https://www.instagram.com/august.kamp/?igsh=MTRpeG9xd3F2MzEyeg#)
credit creator: [August Kamp](https://www.instagram.com/august.kamp/?igsh=MTRpeG9xd3F2MzEyeg#)
credit creator: [August Kamp](https://www.instagram.com/august.kamp/?igsh=MTRpeG9xd3F2MzEyeg#)
credit creator: [August Kamp](https://www.instagram.com/august.kamp/?igsh=MTRpeG9xd3F2MzEyeg#)
credit creator: [August Kamp](https://www.instagram.com/august.kamp/?igsh=MTRpeG9xd3F2MzEyeg#)
credit creator: [August Kamp](https://www.instagram.com/august.kamp/?igsh=MTRpeG9xd3F2MzEyeg#)
credit creator: Cassandra Ansara
credit creator: [Isa](https://www.instagram.com/isabelitavirtual/?igsh=ZHdoYjFwYzV6dzFi#)
credit creator: [Isa](https://www.instagram.com/isabelitavirtual/?igsh=ZHdoYjFwYzV6dzFi#)
credit creator: Les Morgan
credit creator: Les Morgan
credit creator: [Derya Unatmaz](https://x.com/deryatr_)
credit creator: [Derya Unatmaz](https://x.com/deryatr_)
credit creator: [Derya Unatmaz](https://x.com/deryatr_)
credit creator: [Elene Chekurishvili](https://www.instagram.com/th_ene_ighbor/?igsh=eDh2Z2kyOGhnaXA0#)
credit creator: [Elene Chekurishvili](https://www.instagram.com/th_ene_ighbor/?igsh=eDh2Z2kyOGhnaXA0#)
credit creator: [Elene Chekurishvili](https://www.instagram.com/th_ene_ighbor/?igsh=eDh2Z2kyOGhnaXA0#)
credit creator: [Elene Chekurishvili](https://www.instagram.com/th_ene_ighbor/?igsh=eDh2Z2kyOGhnaXA0#)
credit creator: [Elene Chekurishvili](https://www.instagram.com/th_ene_ighbor/?igsh=eDh2Z2kyOGhnaXA0#)
credit creator: [Eugenio Marongiu](https://www.instagram.com/katsukokoiso.ai/?igsh=YTduZnNjZ2RhdTM3#)
credit creator: [Eugenio Marongiu](https://www.instagram.com/katsukokoiso.ai/?igsh=YTduZnNjZ2RhdTM3#)
credit creator: Jesse Kramme
credit creator: Jesse Kramme
credit creator: Matthew Dear
credit creator: [Minh Do](https://www.instagram.com/minhsmind/?igsh=MTFscDRqZ3JiZHVveA%3D%3D#)
credit creator: [Niceaunties](https://www.instagram.com/niceaunties/?igsh=Nm1jZmV4YTF6MTQ%3D#)
credit creator: Eskcanta
credit creator: Eskcanta
credit creator: [Roope Rainisto](https://www.instagram.com/never_ever_never_land/?igsh=MXh3N3EyOWdoMmNubg%3D%3D#)
credit creator: [Roope Rainisto](https://www.instagram.com/never_ever_never_land/?igsh=MXh3N3EyOWdoMmNubg%3D%3D#)
credit creator: [Roope Rainisto](https://www.instagram.com/never_ever_never_land/?igsh=MXh3N3EyOWdoMmNubg%3D%3D#)
credit creator: Shane Copenhagen
credit creator: Will Maberry
credit creator: Manuel Sainsily
credit creator: Manuel Sainsily
credit creator: Manuel Sainsily
credit creator: Manuel Sainsily
credit creator: Manuel Sainsily
credit creator: [Alex Duffy](https://every.to/@AlxAi)

直播重溫

作者

OpenAI

高階管理層

Gabriel Goh：圖像產生

Jackie Shannon：ChatGPT 產品

Mengchao Zhong、Wayne Chang：ChatGPT 工程

Rohan Sahai：Sora 產品與工程

Brendan Quinn、Tomer Kaftan：推理

Prafulla Dhariwal：多模態組織

研究

基礎研究

Allan Jabri、David Medina、Gabriel Goh、Kenji Hata、Lu Liu、Prafulla Dhariwal

核心研究

Aditya Ramesh、Alex Nichol、Casey Chu、Cheng Lu、Dian Ang Yap、Heewoo Jun、James Betker、Jianfeng Wang、Long Ouyang、Li Jing、Wesam Manassra

研究項目貢獻者

Aiden Low、Brandon McKinzie、Charlie Nash、Huiwen Chang、Ishaan Gulrajani、Jamie Kiros、Ji Lin、Kshitij Gupta、Yang Song

模型行為

Laurentia Romaniuk

多模態組織

Andrew Gibiansky、Yang Lu

資料

資料主管

Gildas Chabot、James Park Lennon

資料

Arshi Bhatnagar、Dragos Oprica、Rohan Kshirsagar、Spencer Papay、Szi-chieh Yu、Wesam Manassra、Yilei Qian

審查員

Hazel Byrne、Jennifer Luckenbill、Mariano López

人類資料顧問

Long Ouyang

規模擴展

推論主管

Brendan Quinn、Tomer Kaftan

推論

Alyssa Huang、Jacob Menick、Nick Stathas、Ruslan Vasilev、Stanley Hsieh

應用

ChatGPT 產品主管

Jackie Shannon

ChatGPT 工程主管

Mengchao Zhong、Wayne Chang

產品設計主管

Matt Chan

資料科學

Xiaolin Hao

ChatGPT

Andrew Sima、Annie Cheng、Benjamin Goh、Boyang Niu、Dian Ang Yap、Duc Tran、Edede Oiwoh、Eric Zhang、Ethan Chang、Jeffrey Dunham、Jay Chen、Kan Wu、Karen Li、Kelly Stirman、Mengyuan Xu、Michelle Qin、Ola Okelola、Pedro Aguilar、Rocky Smith、Rohit Ramchandani、Sara Culver、Sean Fitzgerald、Vlad Fomenko、Wanning Jiang、Wesam Manassra、Xiaolin Hao、Yilei Qian

Sora

Sora 產品主管

Rohan Sahai、Wesam Manassra

Sora 產品與工程

Boyang Niu、David Schnurr、Gilman Tolle、Joe Taylor、Joey Flynn、Mike Starr、Rajeev Nayak、Rohan Sahai、Wesam Manassra

安全

安全主管

Somay Jain

安全

Alex Beutel、Andrea Vallone、Botao Hao、Brendan Quinn、Cameron Raymond、Chong Zhang、David Robinson、Eric Wallace、Filippo Raso、Huiwen Chang、Ian Kivlichan、Irina Kofman、Keren Gu-Lemberg、Kristen Ying、Madelaine Boyd、Meghan Shah、Michael Lampe、Owen Campbell-Moore、Rohan Sahai、Rodrigo Riaza Perez、Sam Toizer、Sandhini Agarwal、Troy Peterson

策略

Adam Cohen、Adam Wells、Ally Bennett、Ashley Pantuliano、Carolina Paz、Claudia Fischer、Declan Grabb、Gaby Sacramone-Lutz、Lauren Jonas、Ryan Beiermeister、Shiao Lee、Tom Stasi、Tyce Walters、Ziad Reslan、Zoe Stoll

行銷與通訊

通訊及行銷主管

Minnia Feng、Natalie Summers、Taya Christianson

通訊

Alex Baker-Whitcomb、Ashley Tyra、Bailey Richardson、Gaby Raila、Marselus Cayton、Scott Ethersmith、Souki Mansoor

設計與創意

負責人

Kendra Rimbach、Veit Moeller

設計

Adam Brandon、Adam Koppel、Angela Baek、Cary Hudson、Dana Palmie、Freddie Sulit、Jeffrey Sabin Matsumoto、Leyan Lo、Matt Nichols、Thomas Degry、Vanessa Antonia Schefke、Yara Khakbaz

特別鳴謝

Aditya Ramesh、Aidan Clark、Alex Beutel、Ben Newhouse、Ben Rossen、Che Chang、Greg Brockman、Hannah Wong、Ishaan Singal、Jason Kwon、Jiacheng Feng、Jiahui Yu、Joanne Jang、Johannes Heidecke、Kevin Weil、Mark Chen、Mia Glaese、Nick Turley、Raul Puri、Reiichiro Nakano、Rui Shu、Sam Altman、Shuchao Bi、Vinnie Monaco