Alignment with DF goals (BGI, Platform growth, community)

I've been reflecting on the need for AI to stop pretending it has all the answers when life is more complex. That's why I came up with this idea: AI Uncertainty Navigator (AUN) for SingularityNET. This tool utilizes Hyperon and advanced language models on NuNet to tackle complex questions, like “Is it the flu or something else?” Instead of a simple answer, it provides probabilities, such as “I’m 70% confident it’s the flu, and there’s a 20% chance it could be pneumonia, and here's why.” This information will be securely logged on a blockchain, ensuring transparency and accessibility across platforms like Ethereum, Cardano, and so on. This isn’t just a minor tweak; it’s a transformative shift that allows AGI to operate in real world scenarios where doctors need options or traders seek probabilities. For SingularityNET, this is a game-changer, making AI feel more human and useful rather than mechanical.

Problem description

AI, including Snet's, often displays unwarranted confidence, like insisting it’s sunny despite dark clouds looming. This is problematic for crucial decisions around health and finances because it struggles with uncertainty. Outdated methods aren’t sufficient anymore. We need to take decisive action to develop a new approach that prepares SingularityNET’s AGI for the complex world we live in.

Proposed Solutions

AUN will be a powerful tool that will enhance SingularityNET’s AGI to adapt to changing situations. By utilizing Hyperon, language models, and NuNet, it confidently shares insights like, “I’m 80% sure, but here’s what you need to know,” while securely recording this on the blockchain for transparency across networks. This innovation makes AGI a practical resource for all, doctors, traders, and more, by integrating AI into everyday life and driving the growth of the SingularityNET ecosystem.