Better To Best Research Hub:
Open-access research specializing in economic, social, and civic innovations designed for enhancing human cultures—featuring dual-currency systems, community ownership models, and democratic governance frameworks.
Test the latest version of an agent-based simulation that illustrates the impact of Compassionism when compared to the current US economic system.
Voluntary declarations are already standard in many cases such as education and research, this makes it easy to display, especially for those who want to see what tools were used for say, a video production.
Then the next phase is a debunking score, where call outs cast doubt on deep fakes framed as real.
The widget can display much more info than the v.1 demo.
I'm not a developer — I came up with this idea and built an interactive
prototype with Claude's help. Posting here because this needs real engineers
to take it somewhere.
The idea: a declare-ai.json file any creator or platform can publish alongside
content — declaring what percentage was written, coded, illustrated, or
researched by AI vs humans, which tools were used, and who the human
contributors are. An 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.
The demo is a full interactive developer briefing — architecture, JSON schema,
forum mockup with a dispute thread example, tech stack, and phased roadmap.
The widget on the page declares itself.
MIT licensed. Looking for developers who want to own this with me.
Genuinely open to all feedback — including "this already exists and here's
why it won't work."
Test the latest version of an agent-based simulation that illustrates the impact of Compassionism when compared to the current US economic system.
Contributors guide: https://github.com/bettertobest/compassionism-simulation/blo...