New NNS Proposal Aims to Track Real-Time Caffeine AI Apps

A new proposal before the NNS calls on Dfinity and the Caffeine AI team to publish real-time metrics on applications created using the AI platform. The initiative aims to provide the ICP community and external observers with transparent, verifiable data on adoption, helping build trust and confidence in the technology.

Caffeine AI, led by Dominic Williams, has been described as a tool that could empower millions of applications by the end of the year. The proposal argues that public metrics would allow the community to track progress directly rather than relying on anecdotal updates. Such visibility could also attract institutional interest, while supporting developers in promoting their projects and validating adoption within the ecosystem.

The motion suggests a publicly accessible dashboard showing cumulative application numbers, updated at least daily from verifiable backend systems. Weekly or monthly summaries could highlight trends and milestones, providing context for the broader community. Open access to these metrics is intended to foster accountability, transparency, and engagement across all stakeholders, including developers, node providers, investors, and users.

Proponents say that demonstrating adoption in real time could serve as a powerful symbol of ICP’s innovation, encouraging wider participation and collaboration. By making data public, the initiative would align with Dfinity’s commitment to transparency and reinforce Dominic Williams’ vision for sustainable, long-term growth in the ecosystem.

The Internet Computer is positioned as a foundation for a self-writing internet. Supporters of the proposal argue that transparent reporting on Caffeine AI applications is crucial to building credibility, encouraging adoption, and empowering the community to contribute to this emerging technological shift.