Declare AI – open standard for AI content disclosure

Name: Declare AI – open standard for AI content disclosure
Availability: InStock
Author: BetterToBest

by BetterToBest·Feb 25, 2026·2 points·3 comments

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AI Analysis

●●SolidZero to OneBold Bet

Creative Commons for AI provenance, but execution is prototype-stage; needs engineering lift.

Strengths

•Tackles a genuine regulatory need (EU AI Act compliance) before any competitor standardizes; first-mover positioning is real.
•Multi-layer architecture (schema, widget, API, forum) is thoughtful; dispute resolution mechanism adds credibility vs. simple labels.
•Clear analogy (nutrition labels) and phased rollout roadmap demonstrate strategic thinking about adoption.

Weaknesses

•No working implementation shown; interactive prototype exists but live adoption, CMS plugins, and forum are roadmap items, not shipped.
•Lacks any incentive mechanism for creators to adopt; relies entirely on future regulation or ethical goodwill — no network effect bootstrap.

Post Description

I'm not a developer — I'm the person who came up with this idea and built an interactive prototype with Claude's help. I'm posting here because this is exactly the kind of project that needs real engineers to take it somewhere.

The idea: a declare-ai.json file that any creator, platform, or AI tool can publish alongside content — declaring what percentage was written, coded, illustrated, or researched by AI versus humans, which tools were used, and who the human contributors are. A lightweight embeddable widget displays it as a collapsible pie chart. A browser extension auto-detects it on any page. A community forum handles disputes.

Think Creative Commons, but for AI provenance. Or a nutrition label, but for intelligence.

The demo is a full interactive developer briefing — architecture diagram, JSON schema, forum mockup with a real dispute thread example, tech stack recommendation, and phased roadmap. The widget on the page declares itself.

I've gifted it as MIT. I'm looking for developers who want to own this with me.

GitHub: https://github.com/Declare-AI/declare-ai Live demo: https://declare-ai.github.io/declare-ai/declare-ai-devteam.h...

Genuinely open to all feedback — including "this already exists and here's why it won't work."