Make AI uncertainty visible and verifiable

- supporters
MarcoFLY Framework is an epistemic control layer for generative AI. It helps users understand what an AI model claims to know, what it infers, and what still requires verification.
MarcoFLY combines epistemic labels, configurable safeguards, multi-LLM workflows, web research, peer review, document attachments, transferable session context, and real-time streaming in one Progressive Web App.
Through a BYOK architecture, users can connect their own AI provider keys and keep control of their accounts and usage costs.
MarcoFLY does not promise perfect answers or eliminate hallucinations. Instead, it makes uncertainty more visible and helps developers, researchers, professionals, and AI power users evaluate AI-generated information more responsibly.
Free to use at https://marcofly.app/
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