Buzzing

We're building a decentralized platform that empowers users to wager on the future performance of content creators by predicting the exact engagement score they’ll achieve at the end of a betting pool. Unlike binary betting systems—where an incorrect guess might result in a total loss—our platform offers a more nuanced approach where the loss is proportional to how far your prediction deviates from the actual score. Here’s what sets our platform apart:

Score-Based Predictions:

Instead of simply choosing "yes" or "no," users forecast the precise score a content creator will obtain. This means:

• If your prediction is slightly off, you might only lose a small portion (e.g., 10% of your stake).

• If it's significantly off, the loss could be higher (up to 60–70%), but never your entire bet.

Advanced AI-Driven Analysis:

Our system leverages cutting-edge AI to process real-time data from platforms such as LinkedIn, GitHub, Farcaster, and Discord. This includes:

• Using natural language processing and machine learning to accurately calculate engagement scores.

• Detecting any anomalies or potential manipulation in the data, ensuring fair outcomes.

Enhanced Security with zkTLS:

To maintain a secure and decentralized environment:

• We employ zkTLS technology to protect data transmission and verify the results after each betting pool concludes.

• This cryptographic verification guarantees that the poll outcomes are tamper-proof and trustworthy.

By combining these elements, our platform not only allows users to bet on the growth of content creators but also mitigates risk through a proportional loss mechanism and reinforces trust with robust AI analytics and zkTLS verification.

User Roles & Permissions :Regular Users: Can deposit funds, place bets, create markets, and withdraw winnings. Market Creators: Can set up betting markets by defining event parameters and resolution criteria. AI Resolver: An AI agent responsible for fetching, analyzing, and verifying social media data for market resolution. Administrators (Optional): Oversee platform integrity, dispute resolution, and governance. We use this mainly for dashboarding (getting stats)

We're building a decentralized platform that empowers users to wager on the future performance of content creators by predicting the exact engagement score theyʼll achieve at the end of a betting pool. Unlike binary betting systems—where an incorrect guess might result in a total loss—our platform offers a more nuanced approach where the loss is proportional to how far your prediction deviates from the actual score. Hereʼs what sets our platform apart: Score-Based Predictions: Instead of simply choosing "yes" or "no," users forecast the precise score a content creator will obtain. This means:

• If your prediction is slightly off, you might only lose a small portion (e.g., 10% of your stake).
• If it's significantly off, the loss could be higher (up to 60–70%), but never your entire bet. Advanced AI-Driven Analysis: Our system leverages cutting-edge AI to process real-time data from platforms such as LinkedIn, GitHub, Farcaster, and Discord. This includes:
• Using natural language processing and machine learning to accurately calculate engagement scores.
• Detecting any anomalies or potential manipulation in the data, ensuring fair outcomes.

Innovative Prediction Model: Users wager on a precise engagement score, not just a binary outcome.

Decentralized and Transparent: Built on blockchain for trust and security.

Advanced AI Integration: Processes real-time data to ensure accurate and reliable predictions.

Robust Verification: Utilizes zkTLS to secure and verify betting outcomes.

Wide Target Audience: Appeals to all users aged 16 and up with low entry barriers.

Community-Driven Growth: Allows users to create their own pools for a nominal fee.

Clear Market Gap: No existing project focuses on range-based betting or content creator engagement derivatives.