Introducing AI Disclosure on DEV: Tools for Nuance,…
    Neura Market
    Neura Market
    /Stable Diffusion
    Marketplace
    Directories
    Resources
    Stable Diffusion
    ChatGPTChatGPTClaudeClaudeGeminiGeminiCursorCursorGrokGrokPerplexityPerplexityDeepSeekDeepSeekCoPilotCoPilotStable DiffusionStable DiffusionMidjourneyMidjourney
    OverviewPromptsBlogVideosGuidesCoursesCommunityModelsLoRAsComfyUI WorkflowsTrending
    Stable DiffusionBlogIntroducing AI Disclosure on DEV: Tools for Nuance, Clarity, and Better Feeds
    Back to Blog
    Introducing AI Disclosure on DEV: Tools for Nuance, Clarity, and Better Feeds
    showdev

    Introducing AI Disclosure on DEV: Tools for Nuance, Clarity, and Better Feeds

    Ben Halpern August 17, 2026
    0 views

    We're introducing structured AI disclosure tiers to foster transparency, preserve human connection, and give you control over your reading experience.


    title: Introducing AI Disclosure on DEV: Tools for Nuance, Clarity, and Better Feeds published: true description: We're introducing structured AI disclosure tiers to foster transparency, preserve human connection, and give you control over your reading experience. tags: showdev, announcements, ai, community ai_disclosure: some_ai

    We are working on revised DEV AI guidelines for the community to help ensure the most authentic content rises to the top. We will also be launching new features on DEV which put more weight on human curation by community leaders, to further help the best stuff rise to the top.

    Human connection, authentic discussions, and direct peer-to-peer knowledge sharing remain the heart of our community. At the same time, people are using AI tools to help craft their posts, and to an extent there is allowance for autonomous posting by creatively developed bots — as long as it is done without deception, and we provide tools for authors and readers to navigate this to their desired intentions.

    To bring transparency and nuance to how content is created and consumed, we’re introducing AI Disclosure on DEV. Disclosure has been part of our AI policy since we first wrote them.

    Our AI policy was first crafted in 2024, with some small updates along the way. We will be making updates to this policy with this disclosure feature as a complement to how we can collectively work together as a community. With Hacktoberfest having a focus on open source AI, we see it as especially important that our tooling and policies are as up-to-date as possible for the benefit of the community and larger ecosystem.


    The Three Tiers of Disclosure

    When creating or editing an article, authors can now select an explicit AI disclosure tier:

    1. Hand Written (No AI): Written entirely by a human without meaningful assistance from AI text-generation tools.
    2. AI-Assisted (Some AI): Written by a human with the aid of AI tooling (e.g., rough drafting with an agent while coding, generating code samples, major copyedits, or translations).
    3. Fully Autonomous: Content generated primarily or entirely by automated agents or LLMs.

    Nuance Over Dogmatism

    We want to provide the right framework for different use cases:

    • Helpful Assistance is Normal: Brainstorming with an LLM while debugging, generating boilerplate, or using an agent to outline your notes is a standard workflow. If you use AI to assist your writing, disclose it as AI-Assisted. You are still the author and maintain full accountability for the accuracy and quality of what you publish.
    • Autonomous Bots Have Value—When Transparent: An automated bot that summarizes CVE security alerts, tracks open-source release logs, or compiles benchmark digests can be genuinely useful. But undisclosed autonomy is problematic and deceptive. Disclosing autonomous generation allows readers to evaluate the context appropriately. This is clearly the area with the most uncertainty, and/or controversy, but as a community of creative toolmakers, it is critical to us that we address it with skill and intent.

    Authorship and Guidelines

    Disclosure is not a loophole around our core community standards. Quality, original insight, and human accountability still matter.

    • Deception is not permitted: Publishing low-effort, undisclosed AI-generated content or presenting synthetic output as firsthand human experience violates our guidelines and may result in account suspension.
    • Progressive rollout: The introduction of this tool does not represent an overnight shift in moderation enforcement, but rather the foundation for clear expectations and fair community standards.

    What’s Next: Feed Preferences & Reader Controls

    Transparency is only step one. We are currently building Feed Preferences that will allow you to customize your reading experience—including options to reduce or filter out AI-assisted or autonomous posts from your home feed based on your personal preferences.

    AI Content in Feed is now an option you can select from in your settings. The ways in which this will affect your feed exactly will be an evolution over time. Of course since our codebase is open source via Forem, you are welcome to peruse the implementation exactly.

    Happy coding!

    Tags

    showdevannouncementsaicommunity

    Comments

    More Blog

    View all
    Overcoming Dart's Single Inheritance Wall: Composable CubitSignalMixin & BlocSignalMixin in Flutterflutter

    Overcoming Dart's Single Inheritance Wall: Composable CubitSignalMixin & BlocSignalMixin in Flutter

    Discover how CubitSignalMixin and BlocSignalMixin allow any existing Flutter controller, domain repository, or enterprise class to gain full reactive state container capabilities without occupying its single inheritance slot.

    R
    Randal L. Schwartz
    Taking Advantage of Gemini Managed Agents with Google Apps Scriptgoogleappsscript

    Taking Advantage of Gemini Managed Agents with Google Apps Script

    Breaking the Limits of GAS with Direct Cloud-to-Cloud Streaming in Persistent Linux...

    T
    Tanaike
    Grand Central Station: Why BLoC, Riverpod, and BlocSignal Are Now True Peersflutter

    Grand Central Station: Why BLoC, Riverpod, and BlocSignal Are Now True Peers

    Discover why Flutter state management is no longer an all-or-nothing choice. Explore how BlocSignal, Classic BLoC, and Riverpod now operate as first-class bidirectional peers at the Grand Central State Terminal.

    R
    Randal L. Schwartz
    Unlocking workload rightsizing visibility on GKE: How VPA decision logs bring observability to autoscalingkubernetes

    Unlocking workload rightsizing visibility on GKE: How VPA decision logs bring observability to autoscaling

    Learn how to troubleshoot and audit GKE Vertical Pod Autoscaler actions with structured decision logs in Cloud Logging.

    O
    Olivier Bourgeois
    Accelerating JVM startup on GKE: How VPA CPU startup boost eliminates ongoing resource wastekubernetes

    Accelerating JVM startup on GKE: How VPA CPU startup boost eliminates ongoing resource waste

    Learn how GKE VerticalPodAutoscaler (VPA) CPU Startup Boost cuts JVM cold starts and eliminates ongoing CPU waste using in-place Pod resizing.

    O
    Olivier Bourgeois
    Why AI Websites All Look the Same and How to Build Something Differentai

    Why AI Websites All Look the Same and How to Build Something Different

    If you've built a website with AI recently, there is a good chance it looks familiar. Maybe you have...

    M
    Mfonobong Umondia

    Stay up to date

    Get the latest Stable Diffusion prompts, rules, and resources delivered to your inbox weekly.

    Neura Market LogoNeura Market

    Discover the best AI prompts, plugins, and resources for Stable Diffusion and more.

    Content Types

    • Rules
    • Prompts
    • MCPs
    • Agents
    • Guides

    Platforms

    • ChatGPT Directory
    • Claude Directory
    • Gemini Directory
    • Cursor Directory
    • Grok Directory
    • Perplexity Directory
    • DeepSeek Directory
    • CoPilot Directory
    • Stable Diffusion Directory
    • Midjourney Directory
    • All Directories

    Resources

    • Blog
    • Documentation
    • Help Center
    • Marketplace

    Legal

    • Privacy Policy
    • Terms of Service

    © 2026 Neura Market. All rights reserved.

    |

    Not affiliated with any AI platform vendors.

    Neura Market

    Custom AI Systems & Services

    Our team of experienced AI builders will help build custom AI systems, workflows, and solutions.

    Request custom work

    Ready-made automations for this

    Workflows from the Neura Market marketplace related to this Stable Diffusion resource

    • Daily Insight Email from Structured Web Data with Firecrawln8n · $14.99 · Related topic
    • Generate Structured Company Descriptions with Bedrijfsdata Web GPT & OpenAIn8n · $14.99 · Related topic
    • Send Structured Logs to BetterStack from Any Workflow Using HTTP Requestn8n · $4.99 · Related topic
    • Process AI Output to Structured JSON with Robust JSON Parsern8n · $4.99 · Related topic
    Browse all workflows