ai guy (ai-guy)

Introducing the Nonlinear Schrödinger Network 🐱‍💻 a novel physics-based AI model that integrates physics with AI to learn complex patterns, offering a more interpretable and parameter-efficient alternative to traditional deep neural networks. Achieves high accuracy in time series classification while reducing computational costs and providing insights into data dynamics

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Uniform Scalar Quantization compresses blockchain data, while Matryoshka Representation Learning creates nested, multi-level indexes. Combining these could revolutionize web3 indexing: smaller storage footprints, faster queries, and adaptive precision. Ideal for DEXs, marketplaces, and DeFi protocols handling large-scale, real-time data

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