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Research and planning 11 Brainstorming AI suggested ideas or directions during development of this work. 1 Search assistance AI proposed search queries or helped locate possible source material. 2 Source summaries AI summarized source material for the creator's use. 3 Research synthesis AI combined information from multiple sources into working notes or findings. 4 Requirements AI helped formulate requirements, constraints, or acceptance criteria. 5 Outlining AI proposed an outline or structure for the work. 6 Planning AI helped organize tasks, milestones, or a production plan. 7 Concept exploration AI produced concepts or prototypes to explore possible approaches. 8 Critique AI evaluated a draft or proposal and suggested improvements. 9 Option comparison AI helped compare alternatives; this alone does not imply it made the final choice. 10 Learning assistance AI explained concepts or techniques that informed the creator's work. 11
Writing and language 11 Spelling and grammar An AI-based proofreading feature suggested spelling, punctuation, or grammar changes. 12 Clarity editing AI helped clarify or simplify existing text. 13 Style and tone AI helped change the style, tone, or voice of existing text. 14 Rephrasing AI rewrote passages while preserving the creator's intended meaning. 15 Translation AI translated content between languages. 16 Text summaries AI generated a summary included in the delivered work. 17 Headlines and labels AI generated titles, headings, captions, labels, or short interface text. 18 Draft passages AI generated passages incorporated into the work. 19 Full first draft AI generated a complete initial draft of the written work. 20 Structured text AI generated tables, outlines, lists, templates, or structured written content. 21 Text completion AI suggested sentence or paragraph completions incorporated into the work. 22
Images and design 11 AI selection and masking AI identified image regions, objects, or subjects for selection or masking. 23 Background removal AI isolated a subject or removed an image background. 24 Object removal AI removed selected objects and reconstructed the affected image area. 25 Generative fill AI generated or replaced content inside an existing image or artwork. 26 Outpainting and expansion AI generated content beyond an image's or artwork's original bounds, such as Generative Expand. 27 Image enhancement AI denoised, sharpened, restored, or upscaled imagery; reconstructed detail may be inferred. 28 Color and lighting AI generated or materially altered color, recoloring, lighting, or tonal treatment. 29 Generated imagery AI generated a new image used in the work. 30 Generated vector artwork AI generated vector shapes, illustrations, icons, or pattern artwork used in the work. 31 Visual transformation AI transformed an existing image's style, composition, or visual appearance. 32 Layout assistance AI proposed or generated visual arrangements, layouts, or design variants. 33
Video and spatial work 11 Video selection and masking AI tracked subjects or produced masks for video editing. 34 Video cleanup AI removed unwanted video content or reconstructed affected regions. 35 Video enhancement AI denoised, restored, upscaled, or interpolated video frames. 36 Generated video AI generated video footage used in the work. 37 Video extension AI generated additional frames before, after, or beyond existing footage. 38 Video transformation AI materially changed existing footage or its visual style. 39 AI-assisted editing AI selected shots, assembled sequences, or proposed video edits. 40 Animation assistance AI generated or modified animation, motion, poses, or keyframes. 41 Generated 3D assets AI generated or reconstructed 3D meshes, scenes, or spatial assets. 42 Textures and materials AI generated textures or materials applied to visual or 3D assets. 43 Synthetic presenter AI generated or animated an on-screen presenter, avatar, or face performance. 44
Audio and speech 11 Transcription AI converted recorded speech into text used in the work. 45 Captions and timing AI generated captions, subtitle timing, or alignment to audio. 46 Audio cleanup AI reduced noise, removed unwanted sounds, or restored audio. 47 Audio separation AI separated voices, instruments, or other sound sources. 48 Audio editing AI selected, trimmed, arranged, or adjusted recorded audio. 49 Synthetic speech AI generated spoken audio from text using a synthetic voice. 50 Voice imitation AI generated speech imitating or derived from a particular person's voice; this label does not assert consent. 51 Speech translation and dubbing AI translated spoken content or generated a replacement language track. 52 Generated music AI generated music incorporated into the work. 53 Generated sound effects AI generated sound effects or ambient audio incorporated into the work. 54 Mixing and mastering AI assisted with equalization, dynamics, balancing, mixing, or mastering. 55
Software and engineering 11 Code completion AI suggested code completions accepted into the work. 56 Generated functions AI generated discrete functions, components, or code snippets used in the work. 57 Application scaffolding AI generated project structure, boilerplate, or an initial application implementation. 58 Code translation AI translated or migrated code between languages, frameworks, or API versions. 59 Refactoring AI reorganized or simplified existing code. 60 Debugging AI investigated errors or proposed fixes used in the work. 61 Test generation AI generated tests, fixtures, or test cases; this label does not assert that they were run or passed. 62 Code review AI reviewed code and supplied findings or suggested changes. 63 Documentation AI drafted or revised technical documentation or code comments. 64 Configuration and infrastructure AI generated configuration, scripts, build definitions, or infrastructure descriptions. 65 Architecture assistance AI proposed software architecture, interfaces, or data-model designs. 66
Data and analysis 11 Data extraction AI extracted structured information from documents or other unstructured inputs. 67 Data classification AI classified, tagged, or labeled records or content. 68 Data cleaning AI helped normalize, reconcile, deduplicate, or repair data. 69 Synthetic data AI generated synthetic examples, records, or datasets used in the work. 70 Query and formula generation AI generated queries, formulas, or analysis code. 71 Exploratory analysis AI explored data or suggested patterns, relationships, or hypotheses. 72 Statistical assistance AI helped choose, implement, or interpret statistical methods. 73 Prediction and estimation An AI model produced predictions, estimates, or forecasts used in the work. 74 Visualization assistance AI generated or helped design charts, diagrams, or data visualizations. 75 Data interpretation AI drafted explanations or conclusions from data or analysis results. 76 Model-based evaluation AI scored, ranked, or evaluated content or outputs against stated criteria. 77
Agents and automation 11 Suggested actions AI recommended actions that a human then performed. 78 Single tool actions AI called tools to perform individual steps in the workflow. 79 Multi-step execution An AI agent planned or executed a sequence of connected steps. 80 Browser interaction An AI agent navigated or interacted with websites during production. 81 File editing An AI agent created or modified project files. 82 Command execution An AI agent ran commands, scripts, builds, or tests. 83 External service actions An AI agent performed actions in an external application or service. 84 Multiple agents Multiple AI agents contributed to the work or reviewed one another's output. 85 Human approval gates Specified agent actions required human approval before execution. 86 Unattended execution An AI agent performed some work without a human observing each step live. 87 Iterative agent work An AI agent evaluated intermediate results and revised its work over multiple iterations. 88
Human involvement and uncertainty 11 AI-capable software only AI-capable software was used, but the creator reports no known AI feature use in this work; available features alone are not evidence of use. 89 Uncertain AI involvement The creator cannot establish whether AI contributed to one or more steps or inputs. 90 Human source material Human-authored source material, designs, recordings, or code formed part of the input. 91 Human direction A human supplied the goals, prompts, constraints, or creative direction. 92 Human selection A human selected which AI suggestions or outputs to include. 93 Human revision A human materially edited or reworked AI output before inclusion. 94 Full human review A human reviewed all AI-affected portions of the declared work before release. 95 Independent factual checks A human checked relevant factual claims against sources independent of the generating AI. 96 Human-reviewed test results Tests were executed and their results reviewed by a human; this does not imply full coverage or correctness. 97 Partial human review A human reviewed only some AI-affected portions of the declared work before release. 98 No human output review The declared AI output was released without human review of that output. 99