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Agent Evaluation and Coordination

Generated-Code and GPU-Kernel Correctness

Federated Learning and Privacy

Decentralised Systems and Protocol

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Projects

7 projects from 2023 to 2024, listed newest first.

7 of them link to public code or a paper from the project page.

Fragaria: Chain-of-Thought Reasoning API

Fragaria is a Chain of Thought (CoT) reasoning API that leverages multiple LLM providers and reinforcement learning to solve complex, intricate problems.

AIAPIReinforcement LearningChain of Thought
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Viz: QLoRA-based Copyright Marketplace

Viz is a marketplace framework addressing copyright in generative AI by leveraging QLoRA (Quantized Low-Rank Adaptation) to create legally compliant AI models.

AICopyrightQLoRAMarketplace
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Generalized DePIN Protocol

A generalized protocol framework for building Decentralized Physical Infrastructure Networks (DePIN), enabling alternatives to traditional infrastructure.

BlockchainDePINInfrastructureIoT
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Deepfake Detection Network

A decentralized blockchain network for detecting deepfakes through dynamic algorithm management, addressing synthetic media manipulation with distributed consensus.

BlockchainAIDeepfake DetectionDecentralization
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Tesseract: Multi-Rollup Composability

Tesseract is a multi-rollup composability model addressing one of Ethereum's most pressing scalability challenges: seamless composability across Layer 2 rollups.

BlockchainEthereumRollupsLayer 2
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FairFlow Protocol

FairFlow Protocol introduces a novel approach to mitigating Maximal Extractable Value (MEV) in Ethereum, ensuring fairer value distribution among participants.

BlockchainEthereumMEVDeFi
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SkyEdge: Decentralized Data Economy

SkyEdge proposes a decentralized data economy where individuals retain ownership of their data while participating in value creation through blockchain and DeFi.

BlockchainData EconomyDeFiPrivacy
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