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Which learned process characterizes diffusion image models?

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  1. Which learned process characterizes diffusion image models?
    • They learn a denoising process
    • They retrieve a finished stock image for every prompt
    • They copy one training image pixel for pixel
    • They use only hand-written drawing rules
  2. A product combines image generation, editing, upscaling and postprocessing. What should a team evaluate?
    • Only the prompt field, since later stages cannot change the image
    • The complete workflow and final artifact
    • The model name without inspecting the output
    • Only the first generated preview
  3. Which details can help communicate a visual goal in a prompt?
    • A guarantee that every tiny feature will render correctly
    • The legal status of the model’s training data
    • Subject, composition, lighting, palette and needed empty space
    • The final output’s provenance after publication
  4. Diagram memerlukan label kecil yang presisi dan geometri yang berulang. Apa yang harus dilakukan pembuatnya?
    • Asumsikan prompt menjamin setiap label sudah benar
    • Nilai hanya gaya keseluruhannya
    • Lewati tinjauan jika resolusinya tinggi
    • Periksa detailnya secara langsung dan buat ulang elemen yang tidak dapat diandalkan sebagai bentuk atau teks yang dapat diedit
  5. Why inspect an image at its intended display size?
    • A thumbnail can hide distortions or unreadable text that appear in the final layout
    • Every image becomes accurate when enlarged
    • It proves the depicted event occurred
    • A small preview always has more detail than the full image
  6. What does upscaling guarantee about depicted details?
    • It restores the original object’s physically correct structure
    • Nothing about accuracy; more pixels do not necessarily recover accurate detail
    • It converts every image into a vector
    • It verifies the source and rights of each object
  7. When should an illustration be labeled as synthetic?
    • Only when it is low resolution
    • Never, because realistic images are documentary evidence
    • When the context requires preventing it from being mistaken for documentary evidence
    • Only if the AI tool is named in the file name
  8. Apa yang harus dipertahankan oleh tim untuk membantu mereproduksi atau meninjau aset akhir yang dihasilkan?
    • Hanya prompt, sambil menghapus file yang dikirimkan
    • Set data pelatihan model terlepas dari haknya
    • Tangkapan layar dari pratinjau pertama saja
    • Aset akhir aktual dan pengaturan pembangkitan yang relevan