Spectral’s Machine Intelligence Network, is a two-sided marketplace offering a cost-effective, high-quality way for smart contracts to consume machine learning (ML) and artificial intelligence (AI) inferences using zero-knowledge machine learning (zkML), a unique validation process, and an easy-to-use, state-of-the-art software development kit. This fosters a community where innovation and expertise in ML are both incentivized and rewarded.
Spectral's foundation lies in a decentralized solver network, a global community of top data scientists and problem solvers who are perpetually incentivized to tackle the most formidable challenges in Web3 and beyond.
Model: Develop high-quality, accurate machine learning models to solve real-world data science challenges.
Commit: Ensure the integrity and quality of models by utilizing zkML, which safeguards intellectual property while contributing to the platform.
Submit: Model commitments undergo a thorough evaluation process managed by an automated and transparent mechanism, performed by Validators.
Verify: Models are verified using zkML, allowing Modelers to mathematically prove their inferences without revealing proprietary methodologies. This ensures the models' performance and integrity before they are made available for consumption.