state_of_ai.yml

locale: en-US
translations:
  ###########################################################################
  # General
  ###########################################################################

  ###########################################################################
  # Sections
  ###########################################################################

  - key: tools.tools_intro.ai2025
    t: |
      This first part of the survey is all about which AI tools you use, or have heard about.

  - key: sections.chatbots.title
    t: Chatbots
  - key: sections.chatbots.description
    t: General-purpose AI tools.

  - key: sections.coding_assistants.title
    t: Coding Assistants
  - key: sections.coding_assistants.description
    t: AI tools that help throughout the development process.

  - key: sections.code_generation.title
    t: Code Generation
  - key: sections.code_generation.description
    t: AI tools used to generate new codebases or code snippets.

  - key: sections.ides.title
    t: IDEs & Editors
  - key: sections.ides.title
    t: IDEs or code editors focused on AI integration.

  - key: sections.image_generation.title
    t: Image Generation
  - key: sections.image_generation.description
    t: AI tools for generating and editing images.

  # ai_programming_languages

  - key: other_tools.ai_programming_languages
    t: Programming Languages
  - key: other_tools.ai_programming_languages.question
    t: Which programming language(s) do you use AI tools with?

  # ai_libraries_sdks

  - key: other_tools.ai_libraries_sdks
    t: Libraries & SDKs
  - key: other_tools.ai_libraries_sdks.question
    t: Which AI libraries and SDKs do you use?

  # ai_browser_apis

  - key: other_tools.ai_browser_apis
    t: Browser APIs
  - key: other_tools.ai_browser_apis.question
    t: What AI APIs would you most like to see supported natively in browsers?

  # ai_tools_others

  - key: other_tools.ai_tools_others
    t: Other Tools
  - key: other_tools.ai_tools_others.question
    t: What other AI tools not mentioned so far do you use?

  # ai_generated_code_balance

  - key: usage.ai_generated_code_balance
    t: AI Code Generation
  - key: usage.ai_generated_code_balance.question
    t: What proportion of the code you produce is AI-generated?
  - key: usage.ai_generated_code_balance.prompt
    t: Including code copy-pasted from ChatGPT or other chatbots.

  - key: options.ai_generated_code_balance.0
    t: 0% AI
  - key: options.ai_generated_code_balance.1
    t: "|"
  - key: options.ai_generated_code_balance.2
    t: "|"
  - key: options.ai_generated_code_balance.3
    t: "|"
  - key: options.ai_generated_code_balance.4
    t: "50%"
  - key: options.ai_generated_code_balance.5
    t: "|"
  - key: options.ai_generated_code_balance.6
    t: "|"
  - key: options.ai_generated_code_balance.7
    t: "|"
  - key: options.ai_generated_code_balance.8
    t: 100% AI

  # ai_generated_code_refactoring

  - key: usage.ai_generated_code_refactoring
    t: AI Code Refactoring
  - key: usage.ai_generated_code_refactoring.question
    t: When using AI to generate code, what proportion do you rewrite or refactor before use?
  - key: usage.ai_generated_code_refactoring.prompt
    t: >
      0% refactored: you use the code as-is with minimal changes; 100% refactored: you rewrite all or nearly all the code.
  # - key: options.ai_generated_code_refactoring.0
  #   t: I use the code as-is, or almost as-is
  # - key: options.ai_generated_code_refactoring.1
  #   t: I only change a couple things
  # - key: options.ai_generated_code_refactoring.2
  #   t: I change around half of the code
  # - key: options.ai_generated_code_refactoring.3
  #   t: I rewrite most of the code
  # - key: options.ai_generated_code_refactoring.4
  #   t: I rewrite all, or almost all the code

  - key: options.ai_generated_code_refactoring.0
    t: 0% refactored
  - key: options.ai_generated_code_refactoring.1
    t: "|"
  - key: options.ai_generated_code_refactoring.2
    t: "|"
  - key: options.ai_generated_code_refactoring.3
    t: "|"
  - key: options.ai_generated_code_refactoring.4
    t: "50%"
  - key: options.ai_generated_code_refactoring.5
    t: "|"
  - key: options.ai_generated_code_refactoring.6
    t: "|"
  - key: options.ai_generated_code_refactoring.7
    t: "|"
  - key: options.ai_generated_code_refactoring.8
    t: 100% refactored

  # ai_code_refactoring_reasons

  - key: usage.ai_code_refactoring_reasons
    t: Reasons for Refactoring
  - key: usage.ai_code_refactoring_reasons.question
    t: What are the main reasons that require you to refactor AI-generated code?

  - key: options.ai_code_refactoring_reasons.excessive_repetition
    t: Excessive repetition
  - key: options.ai_code_refactoring_reasons.performance_issues
    t: Performance issues
  - key: options.ai_code_refactoring_reasons.outdated_imports
    t: Outdated imports
  - key: options.ai_code_refactoring_reasons.security_issues
    t: Security issues
  - key: options.ai_code_refactoring_reasons.variable_renaming
    t: Variable renaming
  - key: options.ai_code_refactoring_reasons.improving_readability
    t: Poor readability

  # ai_personal_expenses

  - key: usage.ai_personal_expenses
    t: Personal Expenses
  - key: usage.ai_personal_expenses.question
    t: How much do you personally spend on AI tools per month (in USD)?
  - key: usage.ai_personal_expenses.prompt
    t: If working for yourself, include both personal and professional expenses.

  - key: options.ai_personal_expenses.range_0
    t: $0
    aliases:
      - options.ai_company_expenses.range_0
  - key: options.ai_personal_expenses.range_1_20
    t: $1-$20
    aliases:
      - options.ai_company_expenses.range_1_20
  - key: options.ai_personal_expenses.range_21_50
    t: $20-$50
    aliases:
      - options.ai_company_expenses.range_21_50
  - key: options.ai_personal_expenses.range_51_100
    t: $50-$100
    aliases:
      - options.ai_company_expenses.range_51_100
  - key: options.ai_personal_expenses.range_101_500
    t: $100-$500
    aliases:
      - options.ai_company_expenses.range_101_500
  - key: options.ai_personal_expenses.range_501_1000
    t: $500-$1000
    aliases:
      - options.ai_company_expenses.range_501_1000
  - key: options.ai_personal_expenses.range_1001_5000
    t: $1000-$5000
    aliases:
      - options.ai_company_expenses.range_1001_5000
  - key: options.ai_personal_expenses.range_over_5000
    t: Over $5000
    aliases:
      - options.ai_company_expenses.range_over_5000

  # ai_company_expenses

  - key: usage.ai_company_expenses
    t: Company Expenses
  - key: usage.ai_company_expenses.question
    t: How much does your company spend on AI tools per month (in USD)?
  - key: usage.ai_company_expenses.prompt
    t: If working for yourself, feel free to skip this question.

  # ai_code_generation_frequency

  - key: usage.ai_code_generation_frequency
    t: Code Generation Frequency
  - key: usage.ai_code_generation_frequency.question
    t: How frequently do you use AI tools to generate or refactor code?
  - key: options.ai_code_generation_frequency.0
    t: Never
    aliases:
      - options.ai_other_tasks_frequency.0
  - key: options.ai_code_generation_frequency.1
    t: A few times per year
    aliases:
      - options.ai_other_tasks_frequency.1
  - key: options.ai_code_generation_frequency.2
    t: A few times per month
    aliases:
      - options.ai_other_tasks_frequency.2
  - key: options.ai_code_generation_frequency.3
    t: A few times per week
    aliases:
      - options.ai_other_tasks_frequency.3
  - key: options.ai_code_generation_frequency.4
    t: A few times per day
    aliases:
      - options.ai_other_tasks_frequency.4
  - key: options.ai_code_generation_frequency.5
    t: A few times per hour
    aliases:
      - options.ai_other_tasks_frequency.5
  - key: options.ai_code_generation_frequency.6
    t: Constantly
    aliases:
      - options.ai_other_tasks_frequency.6

  # ai_other_tasks_frequency

  - key: usage.ai_other_tasks_frequency
    t: Other Tasks Frequency
  - key: usage.ai_other_tasks_frequency.question
    t: How frequently do you use AI tools for tasks other than code generation?

  - key: usage.ai_other_tasks_frequency.prompt
    t: Research, learning new skills, summarizing documents, etc.

  # ai_project_type
  - key: usage.ai_project_type
    t: Use Case
  - key: usage.ai_project_type.question
    t: What kind of projects do you use AI tools on?

  - key: options.ai_project_type.frontend_development
    aliasFor: options.what_do_you_use_js_for.frontend_development
  - key: options.ai_project_type.backend_development
    aliasFor: options.what_do_you_use_js_for.backend_development
  - key: options.ai_project_type.data_analysis
    aliasFor: options.what_do_you_use_js_for.data_analysis
  - key: options.ai_project_type.machine_learning
    aliasFor: options.what_do_you_use_js_for.machine_learning
  - key: options.ai_project_type.desktop_apps
    aliasFor: options.what_do_you_use_js_for.desktop_apps
  - key: options.ai_project_type.mobile_apps
    aliasFor: options.what_do_you_use_js_for.mobile_apps
  - key: options.ai_project_type.embedded_apps
    aliasFor: options.what_do_you_use_js_for.embedded_apps
  - key: options.ai_project_type.game_development
    aliasFor: options.what_do_you_use_js_for.game_development
  - key: options.ai_project_type.data_visualization
    aliasFor: options.what_do_you_use_js_for.data_visualization
  - key: options.ai_project_type.graphics_animation
    aliasFor: options.what_do_you_use_js_for.graphics_animation
  - key: options.ai_project_type.scripting
    aliasFor: options.what_do_you_use_js_for.scripting
  - key: options.ai_project_type.command_line_tools
    aliasFor: options.what_do_you_use_js_for.command_line_tools
  - key: options.ai_project_type.developer_tooling
    aliasFor: options.what_do_you_use_js_for.developer_tooling
  - key: options.ai_project_type.automation
    aliasFor: options.what_do_you_use_js_for.automation
  - key: options.ai_project_type.bots
    aliasFor: options.what_do_you_use_js_for.bots
  - key: options.what_do_you_use_js_for.testing
    aliasFor: options.what_do_you_use_js_for.testing
  - key: options.ai_project_type.browser_extensions
    aliasFor: options.what_do_you_use_js_for.browser_extensions
  - key: options.ai_project_type.api
    aliasFor: options.what_do_you_use_js_for.api
  - key: options.ai_project_type.infrastructure_as_code
    aliasFor: options.what_do_you_use_js_for.infrastructure_as_code
  - key: options.ai_project_type.prototyping
    aliasFor: options.what_do_you_use_js_for.prototyping

  # # what_tasks_do_you_use_ai_for
  # - key: usage.what_tasks_do_you_use_ai_for
  #   t: AI Tasks
  # - key: usage.what_tasks_do_you_use_ai_for.question
  #   t: For which specific tasks do you most commonly use AI tools?

  # - key: options.what_tasks_do_you_use_ai_for.writing_code
  #   t: Writing code
  # - key: options.what_tasks_do_you_use_ai_for.debugging
  #   t: Debugging existing code
  # - key: options.what_tasks_do_you_use_ai_for.refactoring
  #   t: Refactoring or optimizing code
  # - key: options.what_tasks_do_you_use_ai_for.documentation
  #   t: Generating documentation
  # - key: options.what_tasks_do_you_use_ai_for.testing
  #   t: Testing code
  # - key: options.what_tasks_do_you_use_ai_for.learning
  #   t: Learning new skills

  - key: usage.ai_generated_code_type
    t: Generated Code
  - key: usage.ai_generated_code_type.question
    t: What kind of code do you generate using AI tools?

  - key: options.ai_generated_code_type.helper_functions
    t: Helper functions
  - key: options.ai_generated_code_type.frontend_components
    t: Frontend components
  - key: options.ai_generated_code_type.css_code
    t: CSS code
  - key: options.ai_generated_code_type.core_app_logic
    t: Core app logic
  - key: options.ai_generated_code_type.api_integrations
    t: API integration code
  - key: options.ai_generated_code_type.documentation_comments
    t: Documentation & comments
  - key: options.ai_generated_code_type.tests
    t: Tests

    # ai_uses

  - key: usage.ai_uses
    t: Use Cases
  - key: usage.ai_uses.question
    t: What do you use AI tools for?

  - key: options.ai_uses.code_generation
    t: Code generation
    aliases:
      - options.ai_browser_apis.code_generation

  - key: options.ai_uses.code_generation.description
    t: Generating or refactoring code based on a prompt.
    aliases:
      - options.ai_browser_apis.code_generation.description

  - key: options.ai_uses.translation
    t: Translation
    aliases:
      - options.ai_browser_apis.translation

  - key: options.ai_uses.translation.description
    t: Translating content from one language to another.
    aliases:
      - options.ai_browser_apis.translation.description

  - key: options.ai_uses.language_detection
    t: Language detection
    aliases:
      - options.ai_browser_apis.language_detection

  - key: options.ai_uses.language_detection.description
    t: Detecting the language a text is written in.
    aliases:
      - options.ai_browser_apis.language_detection.description

  - key: options.ai_uses.summarization
    t: Summarization
    aliases:
      - options.ai_browser_apis.summarization

  - key: options.ai_uses.summarization.description
    t: Summarizing a text or dataset into its main themes.
    aliases:
      - options.ai_browser_apis.summarization.description

  - key: options.ai_uses.text_generation
    t: Text generation
    aliases:
      - options.ai_browser_apis.text_generation

  - key: options.ai_uses.text_generation.description
    t: Generating a text based on a prompt.
    aliases:
      - options.ai_browser_apis.text_generation.description

  - key: options.ai_uses.image_generation
    t: Image generation
    aliases:
      - options.ai_browser_apis.image_generation

  - key: options.ai_uses.image_generation.description
    t: Generating an image based on a prompt
    aliases:
      - options.ai_browser_apis.image_generation.description

  - key: options.ai_uses.speech_generation
    t: Speech generation
    aliases:
      - options.ai_browser_apis.speech_generation

  - key: options.ai_uses.speech_generation.description
    t: Generating speech based on a prompt or a text.
    aliases:
      - options.ai_browser_apis.speech_generation.description

  - key: options.ai_uses.speech_recognition
    t: Speech recognition
    aliases:
      - options.ai_browser_apis.speech_recognition

  - key: options.ai_uses.speech_recognition.description
    t: Transcribing recorded or real-time speech into text.
    aliases:
      - options.ai_browser_apis.speech_recognition.description

  - key: options.ai_uses.computer_vision
    t: Computer vision
    aliases:
      - options.ai_browser_apis.computer_vision

  - key: options.ai_uses.computer_vision.description
    t: Detecting items in a photo or video feed.
    aliases:
      - options.ai_browser_apis.computer_vision.description

  - key: options.ai_uses.sentiment_analysis
    t: Sentiment analysis
    aliases:
      - options.ai_browser_apis.sentiment_analysis

  - key: options.ai_uses.sentiment_analysis.description
    t: Classifying text data based on sentiment.
    aliases:
      - options.ai_browser_apis.sentiment_analysis.description

  - key: options.ai_uses.caption_generation
    t: Captions generation
    aliases:
      - options.ai_browser_apis.caption_generation

  - key: options.ai_uses.caption_generation.description
    t: Generating captions or subtitles for images or videos.
    aliases:
      - options.ai_browser_apis.caption_generation.description

  - key: options.ai_uses.learning_research
    t: Learning & research
    aliases:
      - options.ai_browser_apis.learning_research

  - key: options.ai_uses.learning_research.description
    t: Learning new skills or researching a topic.
    aliases:
      - options.ai_browser_apis.learning_research.description

  # ai_pain_points
  - key: usage.ai_pain_points
    t: Pain Points
  - key: usage.ai_pain_points.question
    t: What are your top pain points when it comes to using AI tools?

  - key: options.ai_pain_points.misunderstood_prompt
    t: Prompt comprehension
  - key: options.ai_pain_points.misunderstood_prompt.description
    t: AI not correctly understanding the prompt.

  - key: options.ai_pain_points.poor_generated_code
    t: Code quality
  - key: options.ai_pain_points.poor_generated_code.description
    t: Code with low performance, excessive repetition, outdated imports, etc.

  - key: options.ai_pain_points.training_data_concerns
    t: Copyright concerns
  - key: options.ai_pain_points.training_data_concerns.description
    t: Concerns about training on copyrighted materials.

  - key: options.ai_pain_points.integration_difficulties
    t: Integration difficulties
  - key: options.ai_pain_points.integration_difficulties.description
    t: Difficulties integrating AI tools with your existing workflow.

  - key: options.ai_pain_points.costs
    t: Financial costs
  - key: options.ai_pain_points.costs.description
    t: AI tools being too expensive.

  - key: options.ai_pain_points.environmental_impact
    t: Environmental impact
  - key: options.ai_pain_points.environmental_impact.description
    t: Concerns about the energy consumption of AI tools.

  - key: options.ai_pain_points.lack_of_context
    t: Lack of context
  - key: options.ai_pain_points.lack_of_context.description
    t: AI not taking into account entire project context

  - key: options.ai_pain_points.lack_of_memory
    t: Lack of memory
  - key: options.ai_pain_points.lack_of_memory.description
    t: AI not having memory over time

  - key: options.ai_pain_points.privacy_concerns
    t: Privacy concerns
  - key: options.ai_pain_points.privacy_concerns.description
    t: Concerns about private code or data leaking to AI providers.

  # ai_missing_features

  - key: usage.ai_missing_features
    t: Missing Features
  - key: usage.ai_missing_features.question
    t: What capabilities do you feel are currently missing from AI tools?

  # ai_happiness

  - key: usage.ai_happiness
    t: Happiness
  - key: usage.ai_happiness.question
    t: How happy are you with the current general state of AI tools for web development?

  # existential_risk

  - key: opinions.existential_risk
    t: Existential Risk
  - key: opinions.existential_risk.question
    t: AI poses an existential risk to humanity

  # integral_workflow

  - key: opinions.integral_workflow
    t: Workflow Integration
  - key: opinions.integral_workflow.question
    t: AI tools have become an integral part of my workflow

  # more_productive

  - key: opinions.more_productive
    t: Productivity
  - key: opinions.more_productive.question
    t: AI tools have made me a lot more productive

  # job_security_threat

  - key: opinions.job_security_threat
    t: Job Security
  - key: opinions.job_security_threat.question
    t: AI tools are a threat to my job security

  # ai_reliance_worse_developers

  - key: opinions.ai_reliance_worse_developers
    t: AI Reliance
  - key: opinions.ai_reliance_worse_developers.question
    t: Relying on AI tools will make for less skilled developers overall

  # interested_in_developing_tools

  - key: opinions.interested_in_developing_tools
    t: Developing Tools
  - key: opinions.interested_in_developing_tools.question
    t: I am interested in developing AI tools, not just using them

  # reach_agi

  - key: opinions.reach_agi
    t: AGI Reached
  - key: opinions.reach_agi.question
    t: We will reach AGI (”real”, thinking artificial intelligence) within the next 10 years

  # courses

  - key: resources.ai_courses
    t: Courses
  - key: resources.ai_courses.question
    t: Which courses or resources have you used to learn more about AI?

  # newsletters

  - key: resources.ai_newsletters
    t: Newsletters
  - key: resources.ai_newsletters.question
    t: Which newsletters do you read to stay up to date with AI news?

  # podcasts

  - key: resources.ai_podcasts
    t: Podcasts
  - key: resources.ai_podcasts.question
    t: Which podcasts do you listen to learn about AI?

  # video_creators

  - key: resources.ai_video_creators
    t: Podcasts
  - key: resources.ai_video_creators.question
    t: Which video creators do you follow on YouTube, Twitch, etc. to learn about AI?

  # people

  - key: resources.ai_people
    t: People
  - key: resources.ai_people.question
    t: Who do you follow on other social media to learn about AI?

  - key: user_info.years_of_experience.state_of_ai
    t: Years of Experience

  - key: user_info.years_of_experience.state_of_ai.question
    t: How long have you been working or studying as a developer, in years?