ወደ ዋና ይዘት እለፍ
OpenAI

25 ማርች 2025

ምርትልቀት

4o Image Generation ማስተዋወቅ

ትክክለኛ፣ ትክክለኛ፣ የፎቶ እውነታዊ ውጤቶችን ሊሰጥ የሚችል በተፈጥሮ ባለብዙ ሞዴል ሞዴል ጠቃሚና እሴታማ የምስል ማመንጨትን መክፈት።

በChatGPT ውስጥ ይሞክሩ (በአዲስ መስኮት ውስጥ ይክፈታል)
በመጫን ላይ…

በOpenAI፣ ምስል ማመንጨት የቋንቋ ሞዴሎቻችን ዋና ችሎታ መሆን አለበት ብለን ከረዥም ጊዜ ጀምሮ እናምናለን። ለዚያም ነው እጅግ የላቀ የምስል አመንጪያችንን ወደ GPT‑4o የገነባነው። ውጤቱ—የምስል ማመንጨት ውብ ብቻ ሳይሆን ጠቃሚም ነው።

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

ጠቃሚ የምስል ትውልድ

ከመጀመሪያዎቹ የዋሻ ሥዕሎች እስከ ዘመናዊ ኢንፎግራፊዎች ድረስ ሰዎች ለመግባባት፣ ለማሳመን እና ለመተንተን የእይታ ምስሎችን ተጠቅመዋል—ለማስጌጥ ብቻ አይደለም። የዛሬዎቹ አመንጪ ሞዴሎች አስደናቂ እና አስገራሚ ትዕይንቶችን ሊፈጥሩ ይችላሉ፣ ነገር ግን ሰዎች መረጃን ለማጋራት እና ለመፍጠር ከሚጠቀሙባቸው የስራ ፈረሶች ምስሎች ጋር ይታገላሉ። ከአርማዎች እስከ ሥዕላዊ መግለጫዎች፣ ምስሎች በየተጋራ ቋንቋና ልምድ ምልክቶች ሲጨመሩ ትክክለኛ ትርጉም ሊያስተላልፉ ይችላሉ።

GPT‑4o ምስል ማመንጨት ጽሑፍን በትክክል በማቅረብ፣ እርምጃዎችን በትክክል በመከተል እና የ4o ተፈጥሯዊ የእውቀት መሰረት እና የውይይት አውድ በመጠቀም የላቀ ነው—የስቀሉ ምስሎችን መለወጥ ወይም እንደ ምስላዊ መነሳሳት መጠቀምን ጨምሮ። እነዚህ ችሎታዎች እርስዎ ያሰቡትን ምስል በትክክል ለመፍጠር ቀላል ያደርጉታል፣ ይህም በምስል እይታ በበለጠ ውጤታማ በሆነ መልኩ እንዲግባቡ እና የምሥል ማመንጨትን ወደ ተግባራዊ መሳሪያ ትክክለኛነት እና ኃይል በማሳደግ ያግዙዎታል።

የተሻሻሉ ችሎታዎች

እኛ ሞዴሎቻችንን በመስመር ላይ ምስሎችና ጽሑፎች በጋራ ስርጭት ላይ አሰልጥነናል፣ ምስሎች ከቋንቋ ጋር እንዴት እንደሚዛመዱ ብቻ ሳይሆን እርስ በእርስ እንዴት እንደሚዛመዱ እንማራለን። ከኃይለኛ ድህረ-ስልጠና ጋር ተዳምሮ፣ የተገኘው ሞዴል የሚያስገርም የእይታ ቅልጥፍና አለው፣ ጠቃሚ፣ የተመጣጠነ እና አውድ የሆኑ ምስሎችን ያመነጫል።

የጽሑፍ ማቅረቢያ

ስዕል አንድ ሺህ ቃላት ዋጋ አለው፣ ነገር ግን አንዳንድ ጊዜ በትክክለኛው ቦታ ጥቂት ቃላት በማመንጨት የምስሉን ትርጉም ከፍ ሊያደርግ ይችላል። የ4o ትክክለኛ ምልክቶችን ከምስል ጋር የማዋሃድ ችሎታ ምስል ማመንጨትን ወደ ምስላዊ ግንኙነት መሳሪያነት ይለውጠዋል።

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

ባለብዙ-ዙር ትውልድ

ምስል ማመንጨት አሁን በGPT‑4o ውስጥ ተወላጅ ስለሆነ፣ ምስሎችን በተፈጥሯዊ ውይይት ማሻሻል ይችላሉ። GPT‑4o በውይይት አውድ ውስጥ በምስሎች እና በጽሑፍ ላይ መገንባት ይችላል፣ ይህም በሁሉም ዘርፍ ውስጥ ቅንጅት እንዲኖር ያረጋግጣል። ለምሳሌ፣ የቪዲዮ ጨዋታ ገጸ ባሕርይን እየነደፉ ከሆነ፣ ሲያጣሩ እና ሲሞክሩ የገጸ ባሕርይ ገጽታ በበርካታ ድግግሞሾች ላይ ወጥነት ያለው ሆኖ ይቆያል።

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

የሚከተለው መመሪያ

የGPT‑4o ምስል ማመንጨት በዝርዝር እርምጃዎች ትኩረት በመስጠት ይከተላል። ሌሎች ስርዓቶች ከ~5-8 ነገሮች ጋር ሲታገሉ፣ GPT‑4o እስከ 10-20 የተለያዩ ነገሮችን ማስተናገድ ይችላል። ነገሮችን ከባህሪያቸው እና ከግንኙነታቸው ጋር የተጠነከረ ማያያዝ የተሻለ ቁጥጥር እንዲኖር ያስችላል።

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

በአውድ ውስጥ መማር

GPT‑4o በተጠቃሚ የተስቀለ ምስሎች መተንተን እና መማር ይችላል፣ ዝርዝሮቻቸውን በቀላሉ ከአውድ ጋር በመዋሃድ ምስል ማመንጨትን ለማሳወቅ ይረዳል።

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

የዓለም ዕውቀት

ተፈጥሮ የምስል ማንቃት 4o እውቀቱን በጽሑፍ እና በምስሎች መካከል አገናኝ ማድረግ ያስችላል፣ ይህም ሞዴል የበለጠ ብልህነት እና ቀልጣፋነት ያሰማዋል።

Code Example (Three.js)

HTML

1
<!DOCTYPE html>
2
<html lang="en">
3
  <head>
4
    <meta charset="UTF-8" />
5
    <title>OpenAI Banner</title>
6
    <style>
7
      body { margin: 0; overflow: hidden; }
8
      canvas { display: block; }
9
    </style>
10
  </head>
11
  <body>
12
    <script type="module">
13
      import * as THREE from 'https://cdn.jsdelivr.net/npm/three@0.160.0/build/three.module.js';
14
      import { OrbitControls } from 'https://cdn.jsdelivr.net/npm/three@0.160.0/examples/jsm/controls/OrbitControls.js';
15
      import { FontLoader } from 'https://cdn.jsdelivr.net/npm/three@0.160.0/examples/jsm/loaders/FontLoader.js';
16
      import { TextGeometry } from 'https://cdn.jsdelivr.net/npm/three@0.160.0/examples/jsm/geometries/TextGeometry.js';
17

18
      const scene = new THREE.Scene();
19
      const camera = new THREE.PerspectiveCamera(45, window.innerWidth / window.innerHeight, 0.1, 1000);
20
      const renderer = new THREE.WebGLRenderer({ antialias: true });
21
      renderer.setSize(window.innerWidth, window.innerHeight);
22
      document.body.appendChild(renderer.domElement);
23

24
      // Lighting
25
      const light = new THREE.AmbientLight(0xffffff, 1);
26
      scene.add(light);
27

28
      const dirLight = new THREE.DirectionalLight(0xffffff, 1);
29
      dirLight.position.set(0, 5, 10);
30
      scene.add(dirLight);
31

32
      // Camera position
33
      camera.position.z = 20;
34

35
      // Controls
36
      const controls = new OrbitControls(camera, renderer.domElement);
37

38
      // Banner background
39
      const bannerGeometry = new THREE.PlaneGeometry(20, 10);
40
      const bannerMaterial = new THREE.MeshStandardMaterial({ color: 0x1a1a1a });
41
      const banner = new THREE.Mesh(bannerGeometry, bannerMaterial);
42
      scene.add(banner);
43

44
      // OpenAI Logo texture (placeholder)
45
      const loader = new THREE.TextureLoader();
46
      loader.load('https://upload.wikimedia.org/wikipedia/commons/4/4d/OpenAI_Logo.svg', texture => {
47
        const logoGeometry = new THREE.PlaneGeometry(4, 4);
48
        const logoMaterial = new THREE.MeshBasicMaterial({ map: texture, transparent: true });
49
        const logo = new THREE.Mesh(logoGeometry, logoMaterial);
50
        logo.position.set(-5, 0, 0.1); // Slightly in front of the banner
51
        scene.add(logo);
52
      });
53

54
      // Load font and add text
55
      const fontLoader = new FontLoader();
56
      fontLoader.load('https://threejs.org/examples/fonts/helvetiker_regular.typeface.json', font => {
57
        const textGeometry = new TextGeometry("I am 4-o", {
58
          font: font,
59
          size: 1,
60
          height: 0.2,
61
          curveSegments: 12,
62
          bevelEnabled: true,
63
          bevelThickness: 0.02,
64
          bevelSize: 0.02,
65
          bevelOffset: 0,
66
          bevelSegments: 5
67
        });
68

69
        textGeometry.center();
70

71
        const textMaterial = new THREE.MeshStandardMaterial({ color: 0x00ffcc });
72
        const textMesh = new THREE.Mesh(textGeometry, textMaterial);
73
        textMesh.position.set(5, -0.5, 0.1); // Opposite side of logo
74
        scene.add(textMesh);
75
      });
76

77
      // Resize handler
78
      window.addEventListener('resize', () => {
79
        camera.aspect = window.innerWidth / window.innerHeight;
80
        camera.updateProjectionMatrix();
81
        renderer.setSize(window.innerWidth, window.innerHeight);
82
      });
83

84
      // Render loop
85
      function animate() {
86
        requestAnimationFrame(animate);
87
        controls.update();
88
        renderer.render(scene, camera);
89
      }
90

91
      animate();
92
    </script>
93
  </body>
94
</html>

make an image of what this means to you

Screenshot 2025-03-18 at 11.46.24 AM

የፎቶ እውነታ እና ዘይቤ

እጅግ በጣም ብዙ የምስል ዘይቤዎችን በሚያንፀባርቁ ምስሎች ላይ ማሰልጠን አምሳያው ምስሎችን አሳማኝ በሆነ መልኩ እንዲፈጥር ወይም እንዲቀይር ያስችለዋል።

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.

ገደቦች

የእኛ ሞዴል ፍጹም አይደለም። ከመጀመሪያው ጅምር በኋላ በሞዴል ማሻሻያዎች ለመፍታት የምንሰራቸውን በርካታ ገደቦች በአሁኑ ጊዜ እናውቃለን።

መከርከም

እኛ እንደምናስተውል GPT‑4o እንደ ፖስተሮች ያሉ ረዣዥም ምስሎችን በጣም አጥብቆ በተለይም ከታች አጠገብ መከርከም ይችላል።

ደህንነት

በእኛ ሞዴል Spec መሰረት፣ የፈጠራ ነፃነትን ከፍ ለማድረግ እንደ ጨዋታ እድገት፣ ታሪካዊ አሰሳ እና ትምህርት ያሉ ጠቃሚ የአጠቃቀም ጉዳዮችን በመደገፍ አላማ እናደርጋለን—እንዲሁም ጠንካራ የደኅንነት ደረጃዎችን እንጠብቃለን። በተመሳሳይ ጊዜ፣ እነዚያን መመዘኛዎችን የሚጥሱ ጥያቄዎችን ማገድ እንደ ቀድሞው አስፈላጊ ነው። ከዚህ በታች ደኅንነቱ የተጠበቀ፣ ከፍተኛ መገልገያ ይዘትን ለማንቃት እና ለተጠቃሚዎች ሰፋ ያለ ድጋፍ እየሰራን ያለንባቸው ተጨማሪ የአደጋ አካባቢዎች ግምገማዎች አሉ።

በC2PA እና በውስጥ የሚቀለበስ ፍለጋ በኩል የመነጨነት ማረጋገጫ
ሁሉም ምስሎች ያመነጫሉ ከC2PA⁠ ሜታዳታ ጋር ይመጣሉ፣ ይህም ምስል ከGPT‑4o እንደሚመጣ ይለያል፣ ይህም ግልጽነትን ይሰጣል። እንዲሁም ይዘቱ ከእኛ ሞዴል የመጣ መሆኑን ለአረጋግጥ የትውልዶችን ቴክኒካዊ ባህሪያት የሚጠቀም የውስጥ ፍለጋ መሳሪያ ገንብተናል።

መጥፎ ነገሮችን ማገድ
የይዘት ፖሊሲያችንን መጣስ የሚችሉ ያመነጫሉ ምስሎችን እንደ የልጆች ወሲባዊ ጥቃት እና የወሲብ ጥልቅ ሀሰቶች ያሉ ጥያቄዎችን ማገድ እንቀጥላለን። የእውነተኛ ሰዎች ምስሎች በአውድ ውስጥ ሲሆኑ፣ ምን ዓይነት ምስሎች ሊፍጠሩ እንደሚችሉ ላይ ከፍተኛ ገደቦች አሉን፣ በተለይም እርቃንነትና ምስላዊ ጥቃት ላይ ጠንካራ ጥበቃዎች አሉ። እንደማንኛውም መነሻ፣ ደኅንነት መቼም አይጠናቀቅም ይልቁንም ቀጣይነት ያለው የኢንቨስትመንት መስክ ነው። ስለዚህ ሞዴል በእውነተኛ ዓለም አጠቃቀም የበለጠ ስንማር፣ መመሪያዎቻችንን በዚህ መሰረት እናስተካክላለን።

በአቀራረባችን ላይ ለበለጠ መረጃ የGPT‑4o ስርዓት ካርድ ምስል ማመንጨት ማከያ⁠ ይጎብኙ።

ምክንያትን በመጠቀም ደህንነትን ማስቻል
ከ ውይይታዊ ማስማማት⁠ ሥራችን ጋር ተመሳሳይ በሆነ መልኩ፣ ከሰው የተጻፉ እና የሚተረጎሙ የደህንነት መመሪያዎች በቀጥታ የሚሰራ የማመዛዘን LLM ሞዴል ሰርተናል። በፖሊሲዎቻችን ውስጥ ያሉ አሻሚዎችን ለመለየት እና ለመፍታት እንዲረዳን ይህንን የማመዛዘን LLM በልማት ጊዜ ተጠቅመንበታል። ከመልቲሞዳል እድገቶቻችን እና ለChatGPT እና Sora ከተዘጋጁት የደህንነት ቴክኒኮች ጋር፣ ይህ ሁለቱንም የግቤት ጽሑፍ እና የውጤት ምስሎችን ከፖሊሲዎቻችን ጋር መጠነኛ⁠ ይችላል።

ተደራሽነት እና ተገኝነት

4o ምስል ማመንጨት ከዛሬ ጀምሮ ወደ Plus፣ Pro፣ Team እና Free ተጠቃሚዎች በChatGPT ውስጥ እንደ ነባሪ የምስል አመንጪ ይለቀቃል፣ በቅርቡ ወደ Enterprise እና Edu ተጠቃሚዎች መዳረሻ ይሰጣል። በSora ውስጥ ለመጠቀም እንኳን ይችላሉ። በልባቸው ውስጥ ለDALL·E ልዩ ቦታ ያላቸው ሰዎች የተለየ የDALL·E GPT አገልግሎት በመጠቀም መድረስ ይችላሉ።

አበልፃጊዎች በቀጣይ ጥቂት ሳምንታት ውስጥ በGPT‑4o በAPI በኩል ምስሎችን ያመነጫሉ፣ መዳረሻ በተዘጋጀ መልኩ ይሰጣል።

ምስሎችን ፍጠርና ማበጀት GPT‑4oን በመጠቀም እንደ ውይይት ቀላል ነው - እንደ ምጥጥነ ገጽታ ፣ የሄክስ ኮዶችን በመጠቀም ትክክለኛ ቀለሞችን ወይም ግልጽ ዳራ ያሉ ማናቸውንም ልዩ ዝርዝሮችን ጨምሮ የሚፈልጉትን ይግለጹ። ምክንያቱም ይህ ሞዴል ዝርዝር ያላቸው ስዕሎችን ስለሚፍጠር ምስሎች ለመስራት እንደገና ጊዜ ይወስዳሉ፣ ብዙ ጊዜ እስከ አንድ ደቂቃ ድረስ።

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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#)
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credit creator: Les Morgan
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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#)
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የቀጥታ ስርጭት ዳግም ማሳያ

ደራሲ

OpenAI

አመራርነት

Gabriel Goh፦ ምስል ማመንጨት

Jackie Shannon፦ ChatGPT ምርት

Mengchao Zhong፣ Wayne Chang፦ ChatGPT ምህንድስና

Rohan Sahai፦ Sora ምርት እና ምህንድስና

Brendan Quinn፣ Tomer Kaftan፦ መመዘን

Prafulla Dhariwal፦ ባለብዙ ንድፍ አደረጃጀት

ምርምር

መሠረታዊ ምርምር

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

ዋነኛ ምርምር

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

የምርምር አስተዋጽኦች

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

ሞዴል ባህሪ

Laurentia Romaniuk

ባለብዙ ንድፍ አደረጃጀት

Andrew Gibiansky፣ Yang Lu

ውሂብ

የውሂብ ይመራል

Gildas Chabot፣ James Park Lennon

ውሂብ

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

አወያዮች

Hazel Byrn፣ Jennifer Luckenbill፣ Mariano López

የሰው ውሂብ አማካሪዎች

Long Ouyang

መጠን

የማጣቀሻ ይመራል

Brendan Quinn፣ Tomer Kaftan

መመሳሰል

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

ተግባራዊ

ChatGPT ምርት አመራር

Jackie Shannon

ChatGPT ምህንድስና ይመራል

Mengchao Zhong፣ Wayne Chang

የምርት ንድፍ መሪ

Matt Chan

የውሂብ ሳይንስ

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 ምርት አመራሮች

Rohan Sahai፣ Wesam Manassra

Sora ምርት እና ምህንድስና

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

ደህንነት

የደኅንነት አመራር

Somay Jain

ደህንነት

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

ስትራቴጂ

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

ግብይት እና ኮምስ

ኮምስ እና የግብይት መሪዎች

Minnia Feng፣ Natalie Summers፣ Taya Christianson

ኮምስ

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

ንድፍ እና ፈጠራ

አመራር

Kendra Rimbach፣ Veit Moeller

ንድፍ

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

ልዩ ምስጋና

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